From da52801c29b0f240fa83b034769d107f16f92635 Mon Sep 17 00:00:00 2001
From: Gerald <gerald.moesenlechner@univie.ac.at>
Date: Fri, 3 May 2024 20:42:21 +0200
Subject: [PATCH] Release of Version 1.2

---
 CHANGELOG                                     |    42 +-
 Calibration_FGS1.txt                          | 40000 ++++++++++++++++
 Calibration_FGS2.txt                          | 40000 ++++++++++++++++
 Documents/ARIEL-UVIE-PL-PL-005_1r1.pdf        |   Bin 0 -> 2209223 bytes
 JUSTIFICATION                                 |    16 +-
 MANUAL                                        |     5 +-
 Quaternion_Calculator.py                      |     4 +-
 README                                        |    18 +-
 Star_Validation_Signals.xlsx                  |   Bin 113483 -> 175865 bytes
 create_hot_pixels.py                          |    18 +
 hotPixels_FGS1.txt                            | 40000 ++++++++++++++++
 hotPixels_FGS2.txt                            | 40000 ++++++++++++++++
 matlab_model/Acquisition_Target_Switch.mat    |   Bin 0 -> 17113 bytes
 matlab_model/Dynamic_Performance.mat          |   Bin 0 -> 1960295 bytes
 matlab_model/FoV_Test.mat                     |   Bin 0 -> 1117449 bytes
 matlab_model/HFS_config.xml                   |   103 +-
 matlab_model/Mode_and_Channel_Switch.mat      |   Bin 0 -> 88255 bytes
 matlab_model/Reset_and_Save.mat               |   Bin 0 -> 27891 bytes
 matlab_model/Reset_and_Save_post_save.mat     |   Bin 0 -> 13843 bytes
 matlab_model/Shift_Test.mat                   |   Bin 0 -> 42645 bytes
 .../Test_cases/Acquisition_Target_Switch.slx  |   Bin 29389 -> 29388 bytes
 .../Test_cases/Dynamic_Performance.slx        |   Bin 32791 -> 33245 bytes
 matlab_model/Test_cases/FoV_Test.slx          |   Bin 31046 -> 30795 bytes
 .../Test_cases/Mode_Channel_Switch.slx        |   Bin 30387 -> 30466 bytes
 matlab_model/Test_cases/Reset_and_Save.slx    |   Bin 33696 -> 33557 bytes
 matlab_model/Test_cases/Shift_Test.slx        |   Bin 29788 -> 29659 bytes
 matlab_model/Test_cases/Validation_Tests.slx  |   Bin 30959 -> 30861 bytes
 matlab_model/Validity_Test.mat                |   Bin 0 -> 23624 bytes
 src/HFS_API.cpp                               |   628 +-
 src/HFS_API.hpp                               |    65 +-
 src/HFS_config.xml                            |   107 +-
 src/Star_catalogue.csv                        |     3 +-
 src/detector_features.c                       |   178 +-
 src/detector_features.h                       |    10 +-
 src/fcu_algorithms.c                          |   303 +-
 src/fcu_algorithms.h                          |    10 +-
 src/utilities.c                               |     4 +-
 test/DetectorFeatureTest.cpp                  |    14 +-
 test/FCUTest.cpp                              |    42 +-
 test/HFSTest.cpp                              |   120 +-
 test/HFS_config_test.xml                      |   116 +-
 test/HFS_config_test_alt.xml                  |   237 +
 test/example.cpp                              |    25 +-
 43 files changed, 161589 insertions(+), 479 deletions(-)
 create mode 100644 Calibration_FGS1.txt
 create mode 100644 Calibration_FGS2.txt
 create mode 100644 Documents/ARIEL-UVIE-PL-PL-005_1r1.pdf
 create mode 100644 create_hot_pixels.py
 create mode 100644 hotPixels_FGS1.txt
 create mode 100644 hotPixels_FGS2.txt
 create mode 100644 matlab_model/Acquisition_Target_Switch.mat
 create mode 100644 matlab_model/Dynamic_Performance.mat
 create mode 100644 matlab_model/FoV_Test.mat
 create mode 100644 matlab_model/Mode_and_Channel_Switch.mat
 create mode 100644 matlab_model/Reset_and_Save.mat
 create mode 100644 matlab_model/Reset_and_Save_post_save.mat
 create mode 100644 matlab_model/Shift_Test.mat
 create mode 100644 matlab_model/Validity_Test.mat
 create mode 100644 test/HFS_config_test_alt.xml

diff --git a/CHANGELOG b/CHANGELOG
index 5ca2fa7..63729b9 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,5 +1,5 @@
 *****************************************************************
-* ARIEL FGS HFS Repository, ARIEL-UVIE-PL-ML-001 0.2, CHANGELOG *
+* ARIEL FGS HFS Repository, ARIEL-UVIE-PL-ML-001 1.2, CHANGELOG *
 *****************************************************************
 
 ################################################################################
@@ -124,7 +124,7 @@ V1.0:
     - No change to close neighbour confusion, a correction will be provided in 
       a future update
 ################################################################################
-V1.0:
+V1.1:
 31.January, 2024 Gerald Mösenlechner   <gerald.moesenlechner@univie.ac.at>
 
    Fixed Issues:
@@ -147,11 +147,43 @@ V1.0:
 
     - Added testplan and report
 
-    - fixed CoG position update in Trackign algorithm
-
-    - Added alternative PSFs to model other WFE
+    - fixed CoG position update in Tracking algorithm
 
   Open Issues:
     - State Preservation: still discrepency on the first centroid.
 
+################################################################################
+V1.2:
+03.May, 2024 Gerald Mösenlechner   <gerald.moesenlechner@univie.ac.at>
+
+   Fixed Issues:
+
+    - Fixed saving of state
+
+    - added circular FoV
+
+    - added separate delays for mode and channel transitions
+
+    - updated noise model to NDR
+
+    - updated Hot Pixel implementation
+
+    - Fixed shift intruduced by smeaing kernel
+
+    - fixed issues in Target aquisition 
+
+    - fixed error in Centroid validation
+
+    - added check for saturated images
+
+    - added compliance to test report
+
+    - added output files for tests
+
+    - updated Star validation table
+
+    - updated gain modeling
+
+    - switched HFS to 80 Hz
+
 ################################################################################
\ No newline at end of file
diff --git a/Calibration_FGS1.txt b/Calibration_FGS1.txt
new file mode 100644
index 0000000..0e4faf9
--- /dev/null
+++ b/Calibration_FGS1.txt
@@ -0,0 +1,40000 @@
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diff --git a/Calibration_FGS2.txt b/Calibration_FGS2.txt
new file mode 100644
index 0000000..efbaf4c
--- /dev/null
+++ b/Calibration_FGS2.txt
@@ -0,0 +1,40000 @@
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diff --git a/Documents/ARIEL-UVIE-PL-PL-005_1r1.pdf b/Documents/ARIEL-UVIE-PL-PL-005_1r1.pdf
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literal 0
HcmV?d00001

diff --git a/JUSTIFICATION b/JUSTIFICATION
index 697b062..639142c 100644
--- a/JUSTIFICATION
+++ b/JUSTIFICATION
@@ -1,12 +1,12 @@
 ************************************************************
-* ARIEL FGS HFS, , ARIEL-UVIE-PL-ML-001 1.1, JUSTIFICATION *
+* ARIEL FGS HFS, , ARIEL-UVIE-PL-ML-001 1.2, JUSTIFICATION *
 ************************************************************
 
 This note describes the justification of the parameters and values
 used in the HFS.
 
-All detector parameters are based on the Ariel Performance
-Parameters Database Version 3.0.0. The Psf's provided are
+All detector parameters are based on the Ariel Mission Parameter 
+Database (MPDB), release 3. The Psf's provided are
 the current best estimate available from optical simulations.
 Updates of these parameters will be provided with future versions
 of the Performance Parameters Database.
@@ -17,20 +17,18 @@ latest analyses provided in ARIEL-UVIE-PL-TN-001 Iss 1.3.
 ##################################################################
 
 Limitations of the Simulations:
-
 The current HFS version does not include the simulation of high
 frequency jitter. Based on analyses provided in 
 ARIEL-UVIE-PL-TN-001 Iss 1.2m these features hardly impact the 
 performance of the algorithms and is replaced in te HFS by a 
 configurable normal distribution that can be added to the centroid.
 
-The simulator also does not cover glitches caused by Cosmic-ray
+The simulator also does not model glitches caused by Cosmic-ray
 impacts. Most notably, the phenomenon called "Spaceballs" which
 generates extended bright regions that saturate the detector are
 not included in the current version. These features can have an
 impact on the centroid and can lead to the loss of measurements.
 The entire effect of these features is still under investigation
-and the possibility to simulate them will be provided in future
-versions. It is possible to model this behavior outside of the 
-HFS by setting the measurement to invalid for a given amount of
-time. The current values are given in ARIEL-UVIE-PL-TN-002 Iss 1.2
+and the possibility. It is possible to model this behavior outside 
+of the HFS by setting the measurement to invalid for a given amount 
+of time. The current values are given in ARIEL-UVIE-PL-TN-002 Iss 1.2
diff --git a/MANUAL b/MANUAL
index 110a274..ed7951e 100644
--- a/MANUAL
+++ b/MANUAL
@@ -1,5 +1,5 @@
 *****************************************************
-* ARIEL FGS HFS, ARIEL-UVIE-PL-ML-001 1.1, MANUAL *
+* ARIEL FGS HFS, ARIEL-UVIE-PL-ML-001 1.2, MANUAL *
 *****************************************************
 
 The FGS HFS is based on the c++ object "FGS" defined in HFS_API.hpp. The
@@ -92,9 +92,10 @@ cnetroid packet struct with following attributes:
                             102: no star inside the image
                             103: star is not distinct feature
                             104: signal is below the given threshold
-                            105: signal sigma is below the given threshold
                             106: Validity index is below the given threshold
                             107: No star matched the defined signal
+                            108: The identified star is partially cut off (Acquistion only)
+                            109: The image is saturated
 
     - unsigned int magnitude: magnitude of the star in ADU
 
diff --git a/Quaternion_Calculator.py b/Quaternion_Calculator.py
index a5865c1..1987b5b 100644
--- a/Quaternion_Calculator.py
+++ b/Quaternion_Calculator.py
@@ -92,10 +92,8 @@ if __name__ == "__main__":
 
     star = star_cat.loc[star_cat['Name'] == id]
     print("Quaternion for Star:", id)
-    star.dec = star.dec
-    star.ra = star.ra
 
-    star_vec = np.array((np.cos(star.dec*(np.pi/180))*np.cos(star.ra*(np.pi/180)), np.cos(star.dec*(np.pi/180))*np.sin(star.ra*(np.pi/180)), np.sin(star.dec*(np.pi/180))))
+    star_vec = np.array((np.cos(star["dec"]*(np.pi/180))*np.cos(star["ra"]*(np.pi/180)), np.cos(star["dec"]*(np.pi/180))*np.sin(star["ra"]*(np.pi/180)), np.sin(star["dec"]*(np.pi/180))))
 
     sc_vec = np.array((0, 0, 1)) #target sc-vector
 
diff --git a/README b/README
index d106371..dbaa0da 100644
--- a/README
+++ b/README
@@ -1,5 +1,5 @@
 ******************************************************
-* ARIEL FGS HFS Repository, ARIEL-UVIE-PL-ML-001 1.1 *
+* ARIEL FGS HFS Repository, ARIEL-UVIE-PL-ML-001 1.2 *
 ******************************************************
 
 This repository contains the HFS, the simulator SW used to simulate the
@@ -19,9 +19,10 @@ Files:
     matlab_model/Example_model.slx .. Simulink example showing the bus usage
     test/HFSTest .................... Unit tests for the HFS library (.cpp/.hpp)
     test/example.cpp ................ Example script showing the function of the library
-    Quaternion_Calulator.pxy ........ Python command-line tool for quaternion determination
+    Quaternion_Calulator.py ........ Python command-line tool for quaternion determination
     Star_Validation_Signals.xlsx .... Table containing target signals and validation values for stars
     matlab_model/Test_Cases/ ........ Simulink Test Benches used in functional verification
+    create_hot_pixels.py ............ Python script to create hot pixels and the corresponding calibration file
     CHANGELOG
     README
     MANUAL
@@ -35,6 +36,7 @@ Dependencies:
   - fftw3-devel (3.3.3)
   - openmpi-devel (1.10.7)
   - cppunit (optional, needed by unit tests)
+  - clang (optional, needed for static checks)
   - doxygen (optional, needed by documenation)
   - plantuml (optional, needed by documentation)
   - python numpy (optional, needed by Quaternion_Calulator)
@@ -55,7 +57,17 @@ Build S-Function block example:
 Run Quaternion_Calulator:
   > python3 Quaternion_Calulator.py TARGET_STAR_ID
 
+Run unit tests:
+  > make scan -f Makefile_Centos
+
+Run test cases:
+  Build the HFS function block
+  set the time solver of the block to Fixed-step with 0.125s step size
+  Run the desired test case
+
+  Note that the cases use the config file in the matlab model folder
+
 The software provided here is ©University of Vienna.
 
 
-GM 30th January, 2024
+GM 03rd May, 2024
diff --git a/Star_Validation_Signals.xlsx b/Star_Validation_Signals.xlsx
index adc250914a47de1e7bb35962b8f4bc396907002a..a5d5a51dfc303525c55c03fa5dd807544148cfc3 100644
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diff --git a/create_hot_pixels.py b/create_hot_pixels.py
new file mode 100644
index 0000000..2be2874
--- /dev/null
+++ b/create_hot_pixels.py
@@ -0,0 +1,18 @@
+import numpy as np
+
+def createDefectPixels(xDim, yDim, n, max, min, value, bias):
+    hp = np.ones((xDim, yDim))
+    ref = np.full_like(hp, bias)
+    for i in range(n):
+        x = np.random.randint(0, xDim)
+        y = np.random.randint(0, yDim)
+        hp[x, y] = np.random.uniform(min, max)
+        ref[x, y] = value
+
+    return hp, ref
+
+if __name__ == "__main__":
+    hotPixels, Calibration = createDefectPixels(200, 200, 37, 100, 0, 0xFFFF, 1310)
+
+    np.savetxt('hotPixels_FGS1.txt', hotPixels.ravel(), fmt='%f')
+    np.savetxt('Calibration_FGS1.txt', Calibration.ravel(), fmt='%i')
diff --git a/hotPixels_FGS1.txt b/hotPixels_FGS1.txt
new file mode 100644
index 0000000..e9ead95
--- /dev/null
+++ b/hotPixels_FGS1.txt
@@ -0,0 +1,40000 @@
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diff --git a/hotPixels_FGS2.txt b/hotPixels_FGS2.txt
new file mode 100644
index 0000000..79132dc
--- /dev/null
+++ b/hotPixels_FGS2.txt
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diff --git a/matlab_model/Acquisition_Target_Switch.mat b/matlab_model/Acquisition_Target_Switch.mat
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diff --git a/matlab_model/HFS_config.xml b/matlab_model/HFS_config.xml
index 971893f..eaac5a1 100644
--- a/matlab_model/HFS_config.xml
+++ b/matlab_model/HFS_config.xml
@@ -1,8 +1,9 @@
 <HFS_MetaInfo>
+  <simulation_time>0.0</simulation_time>
 
   <!--  Global timestep of the matlab simulink model.
-        Default: 0.015625 (64Hz)-->
-  <timestep>0.015625</timestep>
+        Default: 0.0125 (680Hz)-->
+  <timestep>0.0125</timestep>
 
   <!-- 	Random seed used in the noise generation -->
   <random_seed>135412</random_seed>
@@ -33,13 +34,11 @@
   <!--  The mean dark current in a pixel in electrons per
         second. Deefault: 1 -->
   <dark_average>1</dark_average>
-
-  <!--  The fraction of hotpixels of all sensor pixels. These
-        are randomly selected during the simulation. Al-
-        lowed value range: 0.0-1.0. -->
-  <hotpixel_amount>0</hotpixel_amount>
-
-  <!--  The full well capacity of the detector in ADU  -->
+  
+  <!--  The gain of the the detectors. Default: 0.655 -->
+  <gain>0.655</gain>
+  
+  <!--  The full well capacity of the detector in e-. Default: 100000  -->
   <full_well_capacity>100000</full_well_capacity>
 
   <!--  The difference threshold in ADU at which the median filter will replace
@@ -63,15 +62,15 @@
   <!--  relative path of the Psf input files. The psfs are given as 40x40px
         arrays that are stored in the C array format -->
 
-  <FGS1_Psf>./FGS1_270nm.txt</FGS1_Psf>
+  <FGS1_Psf>../FGS1_270nm.txt</FGS1_Psf>
 
-  <FGS2_Psf>./FGS2_270nm.txt</FGS2_Psf>
+  <FGS2_Psf>../FGS2_270nm.txt</FGS2_Psf>
 
-  <!-- Plate scale of FGS1 in mas/px, Default: 175 -->
-  <FGS1_PS>175.0</FGS1_PS>
+  <!-- Plate scale of FGS1 in mas/px, Default: 173 -->
+  <FGS1_PS>173.0</FGS1_PS>
 
   <!-- Plate scale of FGS2 in mas/px, Default: 136 -->
-  <FGS2_PS>137.0</FGS2_PS>
+  <FGS2_PS>136.0</FGS2_PS>
   
   <!-- Focal length of FGS1 in m, Default: 21.21 -->
   <FGS1_FL>21.21</FGS1_FL>
@@ -110,11 +109,13 @@
   <FWHM_FGS2_x>6</FWHM_FGS2_x>
   <FWHM_FGS2_y>6</FWHM_FGS2_y>
 
-  <!-- Time delay causes by the mode switch in s. -->
-  <transition_delay>0.5</transition_delay>
+  <!-- Time delay causes by the channel switch in s. -->
+  <transition_delay_channel>0.5</transition_delay_channel>
 
-  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 
-  -->
+  <!-- Time delay causes by the mode switch in s. Worst Case: 2s -->
+  <transition_delay_mode>0.5</transition_delay_mode>
+
+  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 -->
   <transition_end>0</transition_end>
 
   <!--  Target signal in ADU per second used for validation -->
@@ -123,9 +124,6 @@
   <!--  lower signal limit ("There is a signal" check) for centroid validation in % of target signal. defalt 1%-->
   <lower_signal_limit>1</lower_signal_limit>
 
-  <!--  Sigma threshold in ADU used in the validation procedure -->
-  <validation_sigma>10</validation_sigma>
-
   <!--  Threshold for the Pearson correlation used as the validity index.
         Index can range from -1 to 1. A value of 0.5 to 0.6 serves as a
         decent cutoff for invalid measurements-->
@@ -134,6 +132,38 @@
   <!-- default failed status of the HFS -->
   <failed_status>0</failed_status>
 
+  <!--  Ramp length in samples. Default: 100 -->
+  <ramp_length>100</ramp_length>
+
+  <!-- current position in the ramp. Default: 0 -->
+  <ramp_counter>0</ramp_counter>
+  
+  <!-- Maximum ramp length. Default: 150 -->
+  <max_ramp>150</max_ramp>
+  
+  <!-- Limit for staturated pixels in an image. At this limit, the centroid will be set invalid. 
+  Used for the Snowball detection. Default: 5 -->
+  <saturation_limit>5</saturation_limit>
+
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS1 -->
+  <reset_calibration_FGS1>../Calibration_FGS1.txt</reset_calibration_FGS1>
+
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS2 -->
+  <reset_calibration_FGS2>../Calibration_FGS2.txt</reset_calibration_FGS2>
+  
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 -->
+  <hp_map_FGS1>../hotPixels_FGS1.txt</hp_map_FGS1>
+
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 --> 
+  <hp_map_FGS2>../hotPixels_FGS2.txt</hp_map_FGS2>
+
+  <!-- Noise of the reset anomaly -->
+  <reset_noise>10</reset_noise>
+
+  <!--  The radius of the circular field of view in arcsec. set to zero for full FoV. 
+   Default: 22 -->
+  <circular_fov_radius>22</circular_fov_radius>
+
   <!--  Configuration of the Tracking procedure -->
   <Tracking>
     <!--  Iterations of the algorithm. Standard is 5 -->
@@ -143,7 +173,7 @@
     <!--  Toogle thresholding -->
     <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
-          Note: must be lower than the integration time (0.125 s) -->
+          Note: must be lower than the integration time (0.1 s) Worst case: 20 ms -->
     <delay>0.02</delay>
     <!-- Exposure time for mode Tracking in s, default: 0.1 -->
     <exposure_time>0.1</exposure_time>
@@ -162,37 +192,46 @@
     <!--  Toogle thresholding -->
     <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
-          Note: must be lower than the integration time (0.5 s) -->
+          Note: must be lower than the integration time (0.5 s) Worst case: 150  ms -->
     <delay>0.1</delay>
     <!-- Exposure time for mode Acquisition in s, default: 0.5 -->
     <exposure_time>0.5</exposure_time>
     <!--  Brightness tolerance for target identification default is 30% -->
     <tolerance>30</tolerance>
-    <!-- Dimensiton of the Acquisition window for FGS1, default: 128px -->
+    <!-- Dimensiton of the Acquisition window for FGS1, default: 177px -->
     <FGS1_dim>128</FGS1_dim>
-    <!-- Dimensiton of the Acquisition window for FGS2, default: 161px -->
-    <FGS2_dim>161</FGS2_dim>
+    <!-- Dimensiton of the Acquisition window for FGS2, default: 177px -->
+    <FGS2_dim>162</FGS2_dim>
     <!-- Limit of brightest sources to be considered in the source extraction. Default: 25-->
     <target_limit>25</target_limit>
-    <!-- Signal Sigma Limit for Source extent check. Default: 1000. Possible cause for 107 error if set too high-->
-    <extension_sigma>1000</extension_sigma>
+    <!-- Signal Sigma Limit for Source extent check. Default: 500. Possible cause for 107 error if set too high-->
+    <extension_sigma>500</extension_sigma>
   </Acquisition>
 
   <!--  Relative path to the star catalogue -->
-  <Star_catalogue>./src/Star_catalogue.csv</Star_catalogue>
+  <Star_catalogue>../src/Star_catalogue.csv</Star_catalogue>
 
   <!-- 	Flag indicating if images features shall be generated from existing files. 
   	Only applicable for saved states-->
   <use_saved_files>0</use_saved_files>
 
-  <hp_map>./HP_map.txt</hp_map>
-
   <flat>./flat_field.txt</flat>
 
   <smear>./smear_kernel.txt</smear>
 
+  <ramp>./ramp_input.txt</ramp>
+
+  <previous_image>./previous_image.txt</previous_image>
+
   <smear_x>0.0</smear_x>
   <smear_y>0.0</smear_y>
-
+  
+  <centroid_x>0</centroid_x>
+  <centroid_y>0</centroid_y>
+  <centroid_time>0</centroid_time>
+  <centroid_valid>0</centroid_valid>
+  <centroid_index>0</centroid_index>
+  <centroid_mag>0</centroid_mag>
+  <centroid_send>0</centroid_send>
 
 </HFS_MetaInfo>
diff --git a/matlab_model/Mode_and_Channel_Switch.mat b/matlab_model/Mode_and_Channel_Switch.mat
new file mode 100644
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diff --git a/matlab_model/Reset_and_Save.mat b/matlab_model/Reset_and_Save.mat
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diff --git a/matlab_model/Reset_and_Save_post_save.mat b/matlab_model/Reset_and_Save_post_save.mat
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diff --git a/matlab_model/Test_cases/FoV_Test.slx b/matlab_model/Test_cases/FoV_Test.slx
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diff --git a/matlab_model/Test_cases/Mode_Channel_Switch.slx b/matlab_model/Test_cases/Mode_Channel_Switch.slx
index 6357c9bfda682d16043d0add4495d69f80098ec3..af7f53d528fd6a382af5f1aa08b3b4e63fd46030 100644
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diff --git a/matlab_model/Test_cases/Reset_and_Save.slx b/matlab_model/Test_cases/Reset_and_Save.slx
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diff --git a/matlab_model/Test_cases/Shift_Test.slx b/matlab_model/Test_cases/Shift_Test.slx
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diff --git a/matlab_model/Test_cases/Validation_Tests.slx b/matlab_model/Test_cases/Validation_Tests.slx
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literal 0
HcmV?d00001

diff --git a/src/HFS_API.cpp b/src/HFS_API.cpp
index 39b9186..9ca6fba 100644
--- a/src/HFS_API.cpp
+++ b/src/HFS_API.cpp
@@ -1,8 +1,8 @@
 /**
 * @file     HFS_API.cpp
 * @author   Gerald Mösenlechner (gerald.moesenlechner@univie.ac.at)
-* @date     January, 2024
-* @version  1.1
+* @date     May, 2024
+* @version  1.2
 *
 * @copyright
 * This program is free software; you can redistribute it and/or modify it
@@ -41,14 +41,24 @@ double dark[XDIM*YDIM];
 double flat[XDIM*YDIM];
 double bkgr[XDIM*YDIM];
 double shot[XDIM*YDIM];
+double hot_pixel_master_FGS1[XDIM*YDIM];
+double hot_pixel_master_FGS2[XDIM*YDIM];
 double hot_pixels[XDIM*YDIM];
 double FGS1_Psf[XDIM_PSF*YDIM_PSF];
 double FGS2_Psf[XDIM_PSF*YDIM_PSF];
 double starmask[XDIM*YDIM];
 double smeared_mask[XDIM*YDIM];
 double starimage[XDIM*YDIM];
+double fov_mask_FGS1[XDIM*YDIM];
+double fov_mask_FGS2[XDIM*YDIM];
 unsigned int image[XDIM*YDIM];
+unsigned int image_ramp[XDIM*YDIM];
+unsigned int previous_image[XDIM*YDIM];
+unsigned int tmp_image[XDIM*YDIM];
 unsigned int filtered_image[XDIM*YDIM];
+unsigned short reference_cal_master_FGS1[XDIM*YDIM];
+unsigned short reference_cal_master_FGS2[XDIM*YDIM];
+unsigned short reference_cal[XDIM*YDIM];
 
 
 /**
@@ -67,19 +77,23 @@ unsigned int filtered_image[XDIM*YDIM];
 int FGS :: reset_fgs(const char* config_file, int hard_reset)
 {
     unsigned int i;
-    std::ifstream psf1_if, psf2_if, hp_if, flat_if, smear_if;
+    std::ifstream psf1_if, psf2_if, hp_if, flat_if, smear_if, ramp_if, img_if, reference_if;
     tinyxml2::XMLDocument config;
     config.LoadFile(config_file);
     tinyxml2::XMLElement *cRootElement = config.RootElement();
     unsigned int use_save;
-    const char* hp_buffer;
+    const char* hp_buffer1;
+    const char* hp_buffer2;
     const char* flat_buffer;
     const char* smear_buffer;
+    const char* ramp_buffer;
+    const char* img_buffer;
     const char* psf1_buffer;
     const char* psf2_buffer;
     const char* catalogue_buffer;
     const char* modeInput;
-
+    const char* reference_buffer1;
+    const char* reference_buffer2;
     targets -> number = 0;
     /* Initialise smearing points and counters*/
     x_smear_0 = 0.;
@@ -87,10 +101,14 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
     sync_ctr = 0;
     send_cent = 0;
     sim_time = 0.;
+    trf_x = 0;
+    trf_y = 0;
+    sat_counter = 0;
   
     /*parse xml file*/
     if (NULL != cRootElement){
         if(hard_reset == 1){
+            cRootElement -> FirstChildElement("simulation_time") -> QueryDoubleText(&sim_time);
             cRootElement -> FirstChildElement("timestep") -> QueryDoubleText(&timestep);
             cRootElement -> FirstChildElement("random_seed") -> QueryUnsignedText(&rand_seed);
             cRootElement -> FirstChildElement("integration_start") -> QueryDoubleText(&start_exposure);
@@ -104,7 +122,7 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         cRootElement -> FirstChildElement("bkgr_noise") -> QueryDoubleText(&bkgr_noise);
         cRootElement -> FirstChildElement("readout_noise") -> QueryDoubleText(&read_noise);
         cRootElement -> FirstChildElement("dark_average") -> QueryDoubleText(&dark_mean);
-        cRootElement -> FirstChildElement("hotpixel_amount") -> QueryDoubleText(&hp_amount);
+        cRootElement -> FirstChildElement("gain") -> QueryDoubleText(&gain);
         cRootElement -> FirstChildElement("full_well_capacity") -> QueryUnsignedText(&full_well_cap);
         cRootElement -> FirstChildElement("median_filter_threshold") -> QueryUnsignedText(&med_threshold);
         cRootElement -> FirstChildElement("jitter_error_std") -> QueryDoubleText(&jitter_error);
@@ -113,13 +131,17 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         cRootElement -> FirstChildElement("reset_end") -> QueryDoubleText(&reset_end);
         cRootElement -> FirstChildElement("timing_tolerance") -> QueryDoubleText(&timing_tolerance);
         /*Set random seed*/
-        srandom(rand_seed);
+        srand(rand_seed);
 
         psf1_buffer = cRootElement -> FirstChildElement("FGS1_Psf") -> GetText();
         psf_fgs1.assign(psf1_buffer);     
         /*check if Psf inputs exist*/
         psf1_if.open(psf1_buffer, std::ifstream::in);
         if (psf1_if.is_open()){
+            if(is_empty(psf1_if)){
+                std::cerr << "The PSF file for FGS1 is empty!" << std::endl;
+                return -1;
+            }
             for (i = 0; i < XDIM_PSF*YDIM_PSF; i++){
                 psf1_if >> FGS1_Psf[i];
             }
@@ -134,6 +156,10 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
 
         psf2_if.open(psf2_buffer, std::ifstream::in);
         if (psf2_if.is_open()){
+            if(is_empty(psf2_if)){
+                std::cerr << "The PSF file for FGS2 is empty!" << std::endl;
+                return -1;
+            }
             for (i = 0; i < XDIM_PSF*YDIM_PSF; i++){
                 psf2_if >> FGS2_Psf[i];
             }
@@ -169,14 +195,110 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         cRootElement -> FirstChildElement("FWHM_FGS1_y") -> QueryUnsignedText(&fwhm1_y);
         cRootElement -> FirstChildElement("FWHM_FGS2_x") -> QueryUnsignedText(&fwhm2_x);
         cRootElement -> FirstChildElement("FWHM_FGS2_y") -> QueryUnsignedText(&fwhm2_y);
+        cRootElement -> FirstChildElement("transition_delay_channel") -> QueryDoubleText(&transition_delay_channel);
+        cRootElement -> FirstChildElement("transition_delay_mode") -> QueryDoubleText(&transition_delay_mode);
 
-        cRootElement -> FirstChildElement("transition_delay") -> QueryDoubleText(&transition_delay);
         cRootElement -> FirstChildElement("transition_end") -> QueryDoubleText(&transition_end);
         cRootElement -> FirstChildElement("target_signal") -> QueryUnsignedText(&target_signal);
         cRootElement -> FirstChildElement("lower_signal_limit") -> QueryDoubleText(&lower_sig_lim);
-        cRootElement -> FirstChildElement("validation_sigma") -> QueryUnsignedText(&val_sigma);
         cRootElement -> FirstChildElement("validation_pearson_limit") -> QueryDoubleText(&pearson_limit);
         cRootElement -> FirstChildElement("failed_status") -> QueryUnsignedText(&failed);
+        cRootElement -> FirstChildElement("ramp_length") -> QueryUnsignedText(&ramp_length);
+        cRootElement -> FirstChildElement("ramp_counter") -> QueryUnsignedText(&ramp_counter);
+        cRootElement -> FirstChildElement("max_ramp") -> QueryUnsignedText(&max_ramp);
+        cRootElement -> FirstChildElement("saturation_limit") -> QueryUnsignedText(&sat_limit);
+
+        reference_buffer1 = cRootElement -> FirstChildElement("reset_calibration_FGS1") -> GetText();
+        reference_data_fgs1.assign(reference_buffer1);     
+        reference_if.open(reference_buffer1, std::ifstream::in);
+
+        if (reference_if.is_open()){
+            if(is_empty(reference_if)){
+                std::cerr << "The calibration file for FGS1 is empty!" << std::endl;
+                return -1;
+            }
+            for (i = 0; i < XDIM*YDIM; i++){
+                reference_if >> reference_cal_master_FGS1[i];
+            }
+            reference_if.close();  
+        }
+        else {
+            std::cerr << "Can't find input file " << reference_data_fgs1 << std::endl;
+            return -1;
+        }
+
+        reference_buffer2 = cRootElement -> FirstChildElement("reset_calibration_FGS2") -> GetText();
+        reference_data_fgs2.assign(reference_buffer2);     
+        reference_if.open(reference_buffer2, std::ifstream::in);
+
+        if (reference_if.is_open()){
+            if(is_empty(reference_if)){
+                std::cerr << "The calibration file for FGS2 is empty!" << std::endl;
+                return -1;
+            }
+            for (i = 0; i < XDIM*YDIM; i++){
+                reference_if >> reference_cal_master_FGS2[i];
+            }
+            reference_if.close();  
+        }
+        else {
+            std::cerr << "Can't find input file " << reference_data_fgs2 << std::endl;
+            return -1;
+        }
+
+        hp_buffer1 = cRootElement -> FirstChildElement("hp_map_FGS1") -> GetText();
+        hp_map_fgs1.assign(hp_buffer1);
+	    hp_if.open(hp_buffer1, std::ifstream::in);
+
+	    if (hp_if.is_open()){
+            if(is_empty(hp_if)){
+                std::cerr << "The hot pixel map for FGS1 is empty!" << std::endl;
+                return -1;
+            }
+            for (i = 0; i < XDIM*YDIM; i++){
+                hp_if >> hot_pixel_master_FGS1[i];
+            }
+            hp_if.close();
+
+        }
+	    else {
+            std::cerr << "Can't find input file " << hp_buffer1 << std::endl;
+            return -1;
+        }
+
+        hp_buffer2 = cRootElement -> FirstChildElement("hp_map_FGS2") -> GetText();
+        hp_map_fgs2.assign(hp_buffer2);
+	    hp_if.open(hp_buffer2, std::ifstream::in);
+
+	    if (hp_if.is_open()){
+            if(is_empty(hp_if)){
+                std::cerr << "The hot pixel map for FGS2 is empty!" << std::endl;
+                return -1;
+            }
+            for (i = 0; i < XDIM*YDIM; i++){
+                hp_if >> hot_pixel_master_FGS2[i];
+            }
+            hp_if.close();
+
+        }
+	    else {
+            std::cerr << "Can't find input file " << hp_buffer2 << std::endl;
+            return -1;
+        }
+
+        cRootElement -> FirstChildElement("reset_noise") -> QueryDoubleText(&reset_noise);
+        cRootElement -> FirstChildElement("circular_fov_radius") -> QueryDoubleText(&fov_radius);
+
+        if(fov_radius > 0){
+            generate_fov_mask(fov_mask_FGS1, fov_radius, ps_fgs1/1000, XDIM, YDIM);
+            generate_fov_mask(fov_mask_FGS2, fov_radius, ps_fgs2/1000, XDIM, YDIM);
+        }
+        else{
+            for(i = 0; i < XDIM*YDIM; i++){
+                fov_mask_FGS1[i] = 1;
+                fov_mask_FGS2[i] = 1;
+            }
+        }
 
         tinyxml2::XMLElement *cTracking = cRootElement -> FirstChildElement("Tracking");
         cTracking -> FirstChildElement("iterations") -> QueryUnsignedText(&iter_track);
@@ -205,11 +327,19 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         search_star_id(targets, catalogue_buffer);
 
         cRootElement -> FirstChildElement("use_saved_files") -> QueryUnsignedText(&use_save);
-        hp_buffer = cRootElement -> FirstChildElement("hp_map") -> GetText();
         flat_buffer = cRootElement -> FirstChildElement("flat") -> GetText();
         smear_buffer = cRootElement -> FirstChildElement("smear") -> GetText();
+        ramp_buffer = cRootElement -> FirstChildElement("ramp") -> GetText();
+        img_buffer = cRootElement -> FirstChildElement("previous_image") -> GetText();
         cRootElement -> FirstChildElement("smear_x") -> QueryDoubleText(&x_smear_0);
         cRootElement -> FirstChildElement("smear_y") -> QueryDoubleText(&y_smear_0);
+        cRootElement -> FirstChildElement("centroid_x") -> QueryFloatText(&centroid.x);
+        cRootElement -> FirstChildElement("centroid_y") -> QueryFloatText(&centroid.y);
+        cRootElement -> FirstChildElement("centroid_time") -> QueryFloatText(&centroid.time);
+        cRootElement -> FirstChildElement("centroid_valid") -> QueryIntText(&centroid.validity.flag);
+        cRootElement -> FirstChildElement("centroid_index") -> QueryFloatText(&centroid.validity.index);
+        cRootElement -> FirstChildElement("centroid_mag") -> QueryUnsignedText(&centroid.validity.magnitude);
+        cRootElement -> FirstChildElement("centroid_send") -> QueryUnsignedText(&send_cent);
         /*reset all image buffers*/
         if(hard_reset){
             reset_arrays(1);
@@ -217,19 +347,9 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         else{
             transition_end = 0.0;
         }
-        hp_upper = 100000.;
-        hp_lower = 0.; 
-
-        centroid.x = 0.;
-        centroid.y = 0.;
-        centroid.time = 0.;
-        centroid.validity.flag = 0.;
-        centroid.validity.index = 100;
-        centroid.validity.magnitude = 0;
-
+            
         error.xErr = 0.;
         error.yErr = 0.;
-
        
         /*Set starting conditions for dim, qe, delay and exposure*/
         if(channel == 1){
@@ -278,31 +398,29 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
             dim_x = track_dim;
             dim_y = track_dim;
         }
-
+        if(channel == 1){
+            get_hp(hot_pixels, hot_pixel_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+            get_calibration(reference_cal, reference_cal_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        }
+        else{ 
+            get_hp(hot_pixels, hot_pixel_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+            get_calibration(reference_cal, reference_cal_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        }
         /*Create static attributes of the image*/
         if(hard_reset == 0){
             return 0;
         }
         else if(use_save == 0){
       	    generate_flat(flat, flat_mean, flat_sigma, XDIM, YDIM);
-      	    generate_hotpixels(hot_pixels, hp_amount, hp_lower, hp_upper, XDIM, YDIM);
+            reset_ramp();
         }
         else{
-	        hp_if.open(hp_buffer, std::ifstream::in);
-	        if (hp_if.is_open()){
-                for (i = 0; i < XDIM*YDIM; i++){
-                    hp_if >> hot_pixels[i];
-                }
-	        }
-	        else {
-                std::cerr << "Can't find input file " << hp_buffer << std::endl;
-                return -1;
-            }
-
-            hp_if.close();
-
 	        flat_if.open(flat_buffer, std::ifstream::in);
 	        if (flat_if.is_open()){
+                if(is_empty(flat_if)){
+                    std::cerr << "The flat file is empty!" << std::endl;
+                    return -1;
+                }
                 for (i = 0; i < XDIM*YDIM; i++){
                     flat_if >> flat[i];
                 }
@@ -316,6 +434,10 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
         
 	        smear_if.open(smear_buffer, std::ifstream::in);
 	        if (smear_if.is_open()){
+                if(is_empty(smear_if)){
+                    std::cerr << "The smear file is empty!" << std::endl;
+                    return -1;
+                }
                 for (i = 0; i < XDIM_KERNEL*5*YDIM_KERNEL*5; i++){
                     smear_if >> smear_kernel_os[i];
                 }
@@ -326,6 +448,40 @@ int FGS :: reset_fgs(const char* config_file, int hard_reset)
             }
 
             smear_if.close();
+
+	        ramp_if.open(ramp_buffer, std::ifstream::in);
+	        if (ramp_if.is_open()){
+                if(is_empty(ramp_if)){
+                    std::cerr << "The ramp file is empty!" << std::endl;
+                    return -1;
+                }
+                for (i = 0; i < XDIM*YDIM; i++){
+                    ramp_if >> image_ramp[i];
+                }
+	        }
+	        else {
+                std::cerr << "Can't find input file " << ramp_buffer << std::endl;
+                return -1;
+            }
+
+            ramp_if.close();
+
+	        img_if.open(img_buffer, std::ifstream::in);
+	        if (img_if.is_open()){
+                if(is_empty(img_if)){
+                    std::cerr << "The previous image file is empty!" << std::endl;
+                    return -1;
+                }
+                for (i = 0; i < XDIM*YDIM; i++){
+                    img_if >> previous_image[i];
+                }
+	        }
+	        else {
+                std::cerr << "Can't find input file " << img_buffer << std::endl;
+                return -1;
+            }
+
+            img_if.close();
         }
     }
     else{
@@ -393,14 +549,15 @@ int FGS :: generate_smear(double (&angular_rate)[3], double dt)
 int FGS :: generate_image()
 {
     unsigned int i;
- 
+    sat_counter = 0;
+
     shift_smear(smear_kernel_os, x_smear_0*5, y_smear_0*5, XDIM_KERNEL*5);
  
     downsample_image(smear_kernel_os, smear_kernel, XDIM_KERNEL*5, YDIM_KERNEL*5, 5);
     
-    generate_bias(bias, bias_sample, bias_value, 128, dim_x, dim_y);
+    generate_bias(bias, bias_sample, 0, 128, dim_x, dim_y);
 
-    generate_dark(dark, dark_mean, exposure_time, hot_pixels, dim_x, dim_y);
+    generate_dark(dark, dark_mean, exposure_time, dim_x, dim_y);
 
     generate_background(bkgr, bkgr_noise, qe, exposure_time, dim_x, dim_y);
 
@@ -422,13 +579,35 @@ int FGS :: generate_image()
     {   
         starimage[i] = starimage[i] + bkgr[i]; 
     }
-    
     generate_shot(starimage, shot, dim_x, dim_y);
 
+    if(strcmp(mode, MODE_ACQU) == 0){
+       trf_x = 0;
+       trf_y = 0;
+    }
+
+    if(channel == 1){
+        apply_fov_mask(shot, fov_mask_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
+    else if(channel == 2){
+        apply_fov_mask(shot, fov_mask_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
+
     for(i = 0; i < dim_x*dim_y; i++){
-        image[i] = (unsigned int) (shot[i] * flat[i] + bias[i] + dark[i]);
-        if (image[i] > full_well_cap)
-            image[i] = full_well_cap;
+        image_ramp[i] = image_ramp[i] + (unsigned int) ((shot[i] * flat[i] * hot_pixels[i] + dark[i]) * gain);
+        tmp_image[i] = image_ramp[i] + bias[i] * gain;
+        if (tmp_image[i] > 65535){
+            tmp_image[i] = 65535;
+            sat_counter = sat_counter + 1;
+        }
+        if(previous_image[i] > tmp_image[i]){
+            image[i] = 0;
+            previous_image[i] = tmp_image[i];
+        }
+        else{
+            image[i] = tmp_image[i] - previous_image[i];
+            previous_image[i] = tmp_image[i];
+        }
     }
     return 0;
 }
@@ -451,6 +630,8 @@ int FGS :: perform_algorithm()
     output.x = 0.;
     output.y = 0.;
 
+    hotPixelCorrection(image, reference_cal, dim_x, dim_y, 0xFFFF);
+
     if(strcmp(mode, MODE_ACQU) == 0){
         if (threshold_acq == 1){
             min = GetMin(image, dim_x*dim_y);
@@ -463,10 +644,10 @@ int FGS :: perform_algorithm()
         }
         if (med_acq == 1){
             MedFilter3x3(image, dim_x, dim_y, med_threshold, filtered_image);
-            output = SourceDetection(filtered_image, dim_x, dim_y, channel, max_targets, target_signal*exposure_time, tolerance_acq, extension_sigma, iter_acq, fwhm_x, fwhm_y, target_signal*(lower_sig_lim/100)*exposure_time, val_sigma*(lower_sig_lim/100)*exposure_time, pearson_limit);
+            output = SourceDetection(filtered_image, dim_x, dim_y, channel, max_targets, target_signal*exposure_time, tolerance_acq, extension_sigma, iter_acq, fwhm_x, fwhm_y, target_signal*(lower_sig_lim/100)*exposure_time, pearson_limit);
         }
         else{
-            output = SourceDetection(image, dim_x, dim_y, channel, max_targets, target_signal*exposure_time, tolerance_acq, extension_sigma, iter_acq, fwhm_x, fwhm_y, target_signal*(lower_sig_lim/100)*exposure_time, val_sigma*(lower_sig_lim/100)*exposure_time, pearson_limit);
+            output = SourceDetection(image, dim_x, dim_y, channel, max_targets, target_signal*exposure_time, tolerance_acq, extension_sigma, iter_acq, fwhm_x, fwhm_y, target_signal*(lower_sig_lim/100)*exposure_time, pearson_limit);
         }
     }
     else if (strcmp(mode, MODE_TRAC) == 0){
@@ -479,12 +660,13 @@ int FGS :: perform_algorithm()
         else if(threshold_track == 2){
             std_threshold(image, dim_x, dim_y);
         }  
+
         if(med_track == 1){
             MedFilter3x3(image, dim_x, dim_y, med_threshold, filtered_image);
-            output = ArielCoG(filtered_image, dim_x, dim_y, iter_track, fwhm_x, fwhm_y, channel, target_signal*(lower_sig_lim/100)*exposure_time, val_sigma*(lower_sig_lim/100)*exposure_time, pearson_limit, tolerance_track, target_signal*exposure_time);
+            output = ArielCoG(filtered_image, dim_x, dim_y, iter_track, fwhm_x, fwhm_y, channel, target_signal*(lower_sig_lim/100)*exposure_time, pearson_limit, tolerance_track, target_signal*exposure_time);
         }
         else{
-            output = ArielCoG(image, dim_x, dim_y, iter_track, fwhm_x, fwhm_y, channel, target_signal*(lower_sig_lim/100)*exposure_time, val_sigma*(lower_sig_lim/100)*exposure_time, pearson_limit, tolerance_track, target_signal*exposure_time);
+            output = ArielCoG(image, dim_x, dim_y, iter_track, fwhm_x, fwhm_y, channel, target_signal*(lower_sig_lim/100)*exposure_time, pearson_limit, tolerance_track, target_signal*exposure_time);
         }
     }
 
@@ -536,6 +718,16 @@ int FGS :: set_channel(unsigned int new_channel)
             dim_y = acq_dim_fgs2;
         }
     }
+    reset_ramp();
+    calculate_ramp_length();
+    if(channel == 1){
+        get_hp(hot_pixels, hot_pixel_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        get_calibration(reference_cal, reference_cal_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
+    else{
+        get_hp(hot_pixels, hot_pixel_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        get_calibration(reference_cal, reference_cal_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
     return 0;
 }
 
@@ -570,6 +762,16 @@ int FGS :: set_mode(const char* new_mode)
         dim_x = track_dim;
         dim_y = track_dim;
     }
+    reset_ramp();
+    calculate_ramp_length();
+    if(channel == 1){
+        get_hp(hot_pixels, hot_pixel_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        get_calibration(reference_cal, reference_cal_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
+    else{
+        get_hp(hot_pixels, hot_pixel_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        get_calibration(reference_cal, reference_cal_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+    }
     return 0;
 }
 
@@ -580,7 +782,7 @@ int FGS :: set_mode(const char* new_mode)
 int FGS :: reset_arrays(int reset_all)
 {
     unsigned int i;
-    random_normal_trm(bias_sample, 0, read_noise, 128);
+    //random_normal_trm(bias_sample, 0, read_noise, 128);
     //#pragma omp parallel for
     for(i = 0; i < XDIM_KERNEL*5*YDIM_KERNEL*5; i++){
         smear_kernel_os[i] = 0.;
@@ -597,6 +799,7 @@ int FGS :: reset_arrays(int reset_all)
             if(reset_all != 0){
                 flat[i] = 0.;
                 hot_pixels[i] = 0.;
+                reference_cal[i] = 0;
             }
         }
         if(i < XDIM_KERNEL*YDIM_KERNEL){
@@ -606,9 +809,10 @@ int FGS :: reset_arrays(int reset_all)
     return 0;
 }
 
-char hp_save[128];
 char flat_save[128];
 char smear_save[128];
+char ramp_save[128];
+char img_save[128];
 
 /**
  * @brief Creates an xml file based on the current HFS state
@@ -624,7 +828,7 @@ char smear_save[128];
 int FGS :: generate_config(const char* output_file)
 {
 
-    std::ofstream hp_of, flat_of, smear_of;
+    std::ofstream flat_of, smear_of, ramp_of, img_of;
     unsigned int i;
 
      
@@ -633,6 +837,10 @@ int FGS :: generate_config(const char* output_file)
     tinyxml2::XMLElement* cRoot = config.NewElement("HFS_MetaInfo");
     config.InsertFirstChild(cRoot);
 
+    tinyxml2::XMLElement* cTime = config.NewElement("simulation_time");
+    cTime->SetText(sim_time);
+    cRoot->InsertEndChild(cTime);
+
     tinyxml2::XMLElement* cTimeStep = config.NewElement("timestep");
     cTimeStep->SetText(timestep);
     cRoot->InsertEndChild(cTimeStep);
@@ -669,9 +877,9 @@ int FGS :: generate_config(const char* output_file)
     cDark->SetText(dark_mean);
     cRoot->InsertEndChild(cDark);
 
-    tinyxml2::XMLElement* cHPAmount = config.NewElement("hotpixel_amount");
-    cHPAmount->SetText(hp_amount);
-    cRoot->InsertEndChild(cHPAmount);
+    tinyxml2::XMLElement* cGain = config.NewElement("gain");
+    cGain->SetText(gain);
+    cRoot->InsertEndChild(cGain);
 
     tinyxml2::XMLElement* cFWCap = config.NewElement("full_well_capacity");
     cFWCap->SetText(full_well_cap);
@@ -769,9 +977,13 @@ int FGS :: generate_config(const char* output_file)
     cFWHM2Y->SetText(fwhm2_y);
     cRoot->InsertEndChild(cFWHM2Y);
 
-    tinyxml2::XMLElement* cTransDelay = config.NewElement("transition_delay");
-    cTransDelay->SetText(transition_delay);
-    cRoot->InsertEndChild(cTransDelay);
+    tinyxml2::XMLElement* cTransDelayChan = config.NewElement("transition_delay_channel");
+    cTransDelayChan->SetText(transition_delay_channel);
+    cRoot->InsertEndChild(cTransDelayChan);
+
+    tinyxml2::XMLElement* cTransDelayMode = config.NewElement("transition_delay_mode");
+    cTransDelayMode->SetText(transition_delay_mode);
+    cRoot->InsertEndChild(cTransDelayMode);
 
     tinyxml2::XMLElement* cTransEnd = config.NewElement("transition_end");
     cTransEnd->SetText(transition_end);
@@ -785,10 +997,6 @@ int FGS :: generate_config(const char* output_file)
     cLowSigLim->SetText(lower_sig_lim);
     cRoot->InsertEndChild(cLowSigLim);
 
-    tinyxml2::XMLElement* cValSig = config.NewElement("validation_sigma");
-    cValSig->SetText(val_sigma);
-    cRoot->InsertEndChild(cValSig);
-
     tinyxml2::XMLElement* cPearson = config.NewElement("validation_pearson_limit");
     cPearson->SetText(pearson_limit);
     cRoot->InsertEndChild(cPearson);
@@ -797,6 +1005,46 @@ int FGS :: generate_config(const char* output_file)
     cFailed->SetText(failed);
     cRoot->InsertEndChild(cFailed);
 
+    tinyxml2::XMLElement* cRampLen = config.NewElement("ramp_length");
+    cRampLen->SetText(ramp_length);
+    cRoot->InsertEndChild(cRampLen);
+
+    tinyxml2::XMLElement* cRampCnt = config.NewElement("ramp_counter");
+    cRampCnt->SetText(ramp_counter);
+    cRoot->InsertEndChild(cRampCnt);
+
+    tinyxml2::XMLElement* cRampMax = config.NewElement("max_ramp");
+    cRampMax->SetText(max_ramp);
+    cRoot->InsertEndChild(cRampMax);
+
+    tinyxml2::XMLElement* cSatLim = config.NewElement("saturation_limit");
+    cSatLim->SetText(sat_limit);
+    cRoot->InsertEndChild(cSatLim);
+
+    tinyxml2::XMLElement* cResetCal1 = config.NewElement("reset_calibration_FGS1");
+    cResetCal1->SetText(reference_data_fgs1.c_str());
+    cRoot->InsertEndChild(cResetCal1);
+
+    tinyxml2::XMLElement* cResetCal2 = config.NewElement("reset_calibration_FGS2");
+    cResetCal2->SetText(reference_data_fgs2.c_str());
+    cRoot->InsertEndChild(cResetCal2);
+
+    tinyxml2::XMLElement* cHpMap1 = config.NewElement("hp_map_FGS1");
+    cHpMap1->SetText(hp_map_fgs1.c_str());
+    cRoot->InsertEndChild(cHpMap1);
+
+    tinyxml2::XMLElement* cHpMap2 = config.NewElement("hp_map_FGS2");
+    cHpMap2->SetText(hp_map_fgs2.c_str());
+    cRoot->InsertEndChild(cHpMap2);
+
+    tinyxml2::XMLElement* cResetNoise = config.NewElement("reset_noise");
+    cResetNoise->SetText(reset_noise);
+    cRoot->InsertEndChild(cResetNoise);
+
+    tinyxml2::XMLElement* cCircularFov = config.NewElement("circular_fov_radius");
+    cCircularFov->SetText(fov_radius);
+    cRoot->InsertEndChild(cCircularFov);
+
     tinyxml2::XMLElement* cTracking = config.NewElement("Tracking");
     cRoot->InsertEndChild(cTracking);
 
@@ -878,16 +1126,14 @@ int FGS :: generate_config(const char* output_file)
     tinyxml2::XMLElement* cSave = config.NewElement("use_saved_files");
     cSave->SetText(1);
     cRoot->InsertEndChild(cSave);
-
-    snprintf(hp_save, sizeof(hp_save), "./HP_map_%.0f.txt", sim_time);
-    
+ 
     snprintf(flat_save, sizeof(flat_save), "./Flat_%.0f.txt", sim_time); 
     
     snprintf(smear_save, sizeof(smear_save), "./Smear_%.0f.txt", sim_time);
 
-    tinyxml2::XMLElement* cHpMap = config.NewElement("hp_map");
-    cHpMap->SetText(hp_save);
-    cRoot->InsertEndChild(cHpMap);
+    snprintf(ramp_save, sizeof(ramp_save), "./Ramp_input_%.0f.txt", sim_time);
+
+    snprintf(img_save, sizeof(img_save), "./Previous_image_%.0f.txt", sim_time);
 
     tinyxml2::XMLElement* cFlat = config.NewElement("flat");
     cFlat->SetText(flat_save);
@@ -897,6 +1143,14 @@ int FGS :: generate_config(const char* output_file)
     cSmear->SetText(smear_save);
     cRoot->InsertEndChild(cSmear);
 
+    tinyxml2::XMLElement* cRamp = config.NewElement("ramp");
+    cRamp->SetText(ramp_save);
+    cRoot->InsertEndChild(cRamp);
+
+    tinyxml2::XMLElement* cImage = config.NewElement("previous_image");
+    cImage->SetText(img_save);
+    cRoot->InsertEndChild(cImage);
+
     tinyxml2::XMLElement* cSmearX = config.NewElement("smear_x");
     cSmearX->SetText(x_smear_0);
     cRoot->InsertEndChild(cSmearX);
@@ -905,28 +1159,62 @@ int FGS :: generate_config(const char* output_file)
     cSmearY->SetText(y_smear_0);
     cRoot->InsertEndChild(cSmearY);
 
+    tinyxml2::XMLElement* cCenX = config.NewElement("centroid_x");
+    cCenX->SetText(centroid.x);
+    cRoot->InsertEndChild(cCenX);
+
+    tinyxml2::XMLElement* cCenY = config.NewElement("centroid_y");
+    cCenY->SetText(centroid.y);
+    cRoot->InsertEndChild(cCenY);
+
+    tinyxml2::XMLElement* cCenT = config.NewElement("centroid_time");
+    cCenT->SetText(centroid.time);
+    cRoot->InsertEndChild(cCenT);
+
+    tinyxml2::XMLElement* cCenVal = config.NewElement("centroid_valid");
+    cCenVal->SetText(centroid.validity.flag);
+    cRoot->InsertEndChild(cCenVal);
+
+    tinyxml2::XMLElement* cCenInd = config.NewElement("centroid_index");
+    cCenInd->SetText(centroid.validity.index);
+    cRoot->InsertEndChild(cCenInd);
+
+    tinyxml2::XMLElement* cCenMag = config.NewElement("centroid_mag");
+    cCenMag->SetText(centroid.validity.magnitude);
+    cRoot->InsertEndChild(cCenMag);
+
+    tinyxml2::XMLElement* cCenSen = config.NewElement("centroid_send");
+    cCenSen->SetText(send_cent);
+    cRoot->InsertEndChild(cCenSen);
+
     config.SaveFile(output_file);
     /*Write output files*/
-
-    hp_of.open(hp_save, std::ofstream::out | std::ofstream::app);
-    for (i = 0; i < XDIM*YDIM; i++){
-        hp_of << hot_pixels[i] << "\n";
-    }
-    hp_of.close();
     
-    flat_of.open(flat_save, std::ofstream::out | std::ofstream::app);
+    flat_of.open(flat_save, std::ofstream::out);
     for (i = 0; i < XDIM*YDIM; i++){
         flat_of << std::setprecision(std::numeric_limits<double>::max_digits10) << flat[i] << "\n";
 
     }
     flat_of.close();
  
-    smear_of.open(smear_save, std::ofstream::out | std::ofstream::app);
+    smear_of.open(smear_save, std::ofstream::out);
     for (i = 0; i < XDIM_KERNEL*5*YDIM_KERNEL*5; i++){
         smear_of << std::setprecision(std::numeric_limits<double>::max_digits10) << smear_kernel_os[i] << "\n";
     }
     smear_of.close();
 
+    ramp_of.open(ramp_save, std::ofstream::out);
+    for (i = 0; i < XDIM*YDIM; i++){
+        ramp_of << std::setprecision(std::numeric_limits<double>::max_digits10) << image_ramp[i] << "\n";
+    }
+    ramp_of.close();
+
+    img_of.open(img_save, std::ofstream::out);
+    for (i = 0; i < XDIM*YDIM; i++){
+        img_of << std::setprecision(std::numeric_limits<double>::max_digits10) << previous_image[i] << "\n";
+    }
+    img_of.close();
+
     return 0;
 }
 
@@ -945,12 +1233,10 @@ struct hfs_state FGS :: get_hfs_state()
     output.read_noise = read_noise;
     output.dark_mean = dark_mean;
     output.bkgr_noise = bkgr_noise;
+    output.gain = gain;
     output.exposure_time = exposure_time;
     output.sim_time = sim_time;
     output.timestep = timestep;
-    output.hp_amount = hp_amount;
-    output.hp_upper = hp_upper;
-    output.hp_lower = hp_lower;
     output.flat_mean = flat_mean;
     output.flat_sigma = flat_sigma;
     output.plate_scale = plate_scale;
@@ -972,7 +1258,8 @@ struct hfs_state FGS :: get_hfs_state()
     output.jitter_error = jitter_error;
     output.delay_track = delay_track;
     output.delay_acq = delay_acq;
-    output.transition_delay = transition_delay;
+    output.transition_delay_channel = transition_delay_channel;
+    output.transition_delay_mode = transition_delay_mode;
     output.transition_end = transition_end;
     output.exp_track = exp_track;
     output.exp_acq = exp_acq;
@@ -988,14 +1275,23 @@ struct hfs_state FGS :: get_hfs_state()
     output.threshold_acq = threshold_acq;
     output.tolerance_track = tolerance_track;
     output.tolerance_acq = tolerance_acq;
-    output.mode = mode;
+    if(strcmp(mode, MODE_TRAC) == 0){
+        output.mode = 2;
+    }
+    else if(strcmp(mode, MODE_ACQU) == 0){
+        output.mode = 1;
+    }
+    else{
+        output.mode = 0;
+    }
     output.targets = targets;
+    output.target_pos_x = trf_x;
+    output.target_pos_y = trf_y;
     output.target_signal = target_signal;
     output.full_well_cap = full_well_cap;
     output.med_threshold = med_threshold;
     output.sync_ctr = sync_ctr;
     output.send_cent = send_cent;
-    output.val_sigma = val_sigma;
     output.track_dim = track_dim;
     output.acq_dim_fgs1 = acq_dim_fgs1;
     output.acq_dim_fgs2 = acq_dim_fgs2;
@@ -1008,6 +1304,10 @@ struct hfs_state FGS :: get_hfs_state()
     output.fwhm_y = fwhm_y;
     output.max_targets = max_targets;
     output.extension_sigma = extension_sigma;
+    output.ramp_length = ramp_length;
+    output.ramp_counter = ramp_counter;
+    output.sat_limit = sat_limit;
+    output.sat_counter = sat_counter;
     std::copy(offset_FGS1, offset_FGS1+2, output.offset_FGS1);
     std::copy(offset_FGS2, offset_FGS2+2, output.offset_FGS2);
     std::copy(offset, offset+2, output.offset);
@@ -1035,7 +1335,7 @@ struct hfs_state FGS :: get_hfs_state()
  * @return 0 on success, 1 if the result is outside of the FOV
  */
 
-int FGS :: transform_to_detector(double (&vec)[3], double (&velVec)[3], int trf_x, int trf_y, double* output)
+int FGS :: transform_to_detector(double (&vec)[3], double (&velVec)[3], double* output)
 {
     double x_pos, y_pos;
 
@@ -1043,22 +1343,14 @@ int FGS :: transform_to_detector(double (&vec)[3], double (&velVec)[3], int trf_
 
     if(strcmp(mode, MODE_TRAC) == 0){
         /*Check if tracking window is inside of Acq window*/
-        if(channel == 1){
-            if(abs(trf_x) > (acq_dim_fgs1/2 - dim_x/2)){
-                trf_x = acq_dim_fgs1/2 - dim_x/2;
-            }
-            if(abs(trf_y) > (acq_dim_fgs1/2 - dim_y/2)){
-                trf_y = acq_dim_fgs1/2 - dim_y/2;
-            }    
-        }
-        else{
-            if(abs(trf_x) > (acq_dim_fgs2/2 - dim_x/2)){
-                trf_x = acq_dim_fgs2/2 - dim_x/2;
-            }
-            if(abs(trf_y) > (acq_dim_fgs2/2 - dim_y/2)){
-                trf_y = acq_dim_fgs2/2 - dim_y/2;
-            }
+        /*
+        if(abs(trf_x) > (XDIM/2 - dim_x/2)){
+            trf_x = XDIM/2 - dim_x/2;
         }
+        if(abs(trf_y) > (YDIM/2 - dim_y/2)){
+            trf_y = YDIM/2 - dim_y/2;
+        }    
+        */
         x_pos = (vec[0]*(360/TWO_PI)*3600000 + offset[0])/plate_scale - trf_x;
         y_pos = (vec[1]*(360/TWO_PI)*3600000 + offset[1])/plate_scale - trf_y;
     }
@@ -1100,7 +1392,7 @@ double res[2];
  * @return 0 on success
  */
 
-int FGS :: transform_star_coordinates(double (&quaternion)[4], double (&velocity)[3], int trf_x, int trf_y)
+int FGS :: transform_star_coordinates(double (&quaternion)[4], double (&velocity)[3])
 {
     unsigned int i, flag;
     double quaternion_inv[4] = {quaternion[0], -quaternion[1], -quaternion[2], -quaternion[3]};
@@ -1121,7 +1413,7 @@ int FGS :: transform_star_coordinates(double (&quaternion)[4], double (&velocity
         sc_vec[1] = sc_quat[2];
         sc_vec[2] = sc_quat[3];
 
-        flag = transform_to_detector(sc_vec, velocity, trf_x, trf_y, res);
+        flag = transform_to_detector(sc_vec, velocity, res);
 
         if(flag == 0){
             targets -> x[i] = res[0] + dim_x/2;
@@ -1132,7 +1424,6 @@ int FGS :: transform_star_coordinates(double (&quaternion)[4], double (&velocity
             targets -> visible[i] = 0;
         }
     }
-
     return 0;
 }
 
@@ -1146,13 +1437,18 @@ int FGS :: transform_star_coordinates(double (&quaternion)[4], double (&velocity
 
 int FGS :: generate_centroid(hfs_parameters update)
 {
-
-    transform_star_coordinates(update.position_quat, update.scVelocity, update.target_pos_x, update.target_pos_y);
+    rand_seed = rand_seed * 1103515245 + 12345;
+    transform_star_coordinates(update.position_quat, update.scVelocity);
+    srand(rand_seed);
+    random_normal_trm(bias_sample, 0, read_noise, 128);
     generate_image();
+    ramp_counter = ramp_counter + 1;
     perform_algorithm();
     reset_arrays(0);
-    rand_seed = rand_seed * 1103515245 + 12345;
-    srand(rand_seed);
+    if(ramp_counter >= ramp_length){
+        reset_ramp();
+        ramp_counter = 0;
+    }
     x_smear_0 = 0.;
     y_smear_0 = 0.;
     centroid.time = sim_time + delay;
@@ -1164,17 +1460,36 @@ int FGS :: generate_centroid(hfs_parameters update)
     centroid.x = (centroid.x + random_normal_number(0, jitter_error) + ((double) update.add_shift_x)) * update.mult_shift_x;
     centroid.y = (centroid.y + random_normal_number(0, jitter_error) + ((double) update.add_shift_y)) * update.mult_shift_y;
 
-  
-
-    if(centroid.validity.flag == 0){
+    if(centroid.validity.index > 100 && centroid.validity.index < 106){
         centroid.x = 0;
         centroid.y = 0;
     }
+    if(sat_counter >= sat_limit){
+        centroid.validity.flag = 0;
+        centroid.validity.index = 109;
+    }
     send_cent = 1;
 
     return 0;
 }
 
+/**
+ * @brief Function for reseting the array. The previous image used for the CDS is replaced with the reference frame
+ * 
+ * @return 0 on success
+ */
+double tmp[XDIM*YDIM];
+int FGS :: reset_ramp()
+{
+    unsigned int i;
+    random_normal_trm(tmp, bias_value, reset_noise, XDIM*YDIM);
+    for(i = 0; i < XDIM*YDIM; i++){
+        previous_image[i] = reference_cal[i];
+        image_ramp[i] = (unsigned int) tmp[i];
+    }
+
+    return 0;
+}
 
 /**
  * @brief Function for updating the output centroid packet with the latest centroid measurement
@@ -1269,7 +1584,15 @@ char string_buffer[64];
 int FGS :: set_params(hfs_parameters update, outputHfs *outPacket)
 {
     const char* update_mode_char;
- 
+    std::ofstream file;
+
+    if(update.save == 1){
+        snprintf(string_buffer, sizeof(string_buffer), "HFS_config_%.0f.xml", sim_time);
+        generate_config(string_buffer);
+    } 
+    if(update.time < sim_time){
+        return 0;
+    }
     if(update.mode == 1)
         update_mode_char = MODE_ACQU;
     else if(update.mode == 2)
@@ -1278,7 +1601,25 @@ int FGS :: set_params(hfs_parameters update, outputHfs *outPacket)
         update_mode_char = MODE_STBY;
     
     sim_time = update.time;
-    target_signal = update.validation_signal;
+    if(update.validation_signal != target_signal){
+        target_signal = update.validation_signal;
+        calculate_ramp_length();
+        reset_ramp();
+    }
+
+    if(trf_x != update.target_pos_x || trf_y != update.target_pos_y){
+        trf_x = update.target_pos_x;
+        trf_y = update.target_pos_y;
+        if(channel == 1){
+            get_hp(hot_pixels, hot_pixel_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+            get_calibration(reference_cal, reference_cal_master_FGS1, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        }
+        else{
+            get_hp(hot_pixels, hot_pixel_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+            get_calibration(reference_cal, reference_cal_master_FGS2, dim_x, dim_y, XDIM, YDIM, trf_x, trf_y);
+        }
+        reset_ramp();
+    }
 
     if(update.set_error == 111 && failed == 0){
         failed = 1;
@@ -1286,35 +1627,42 @@ int FGS :: set_params(hfs_parameters update, outputHfs *outPacket)
         return 0;
     }
 
-    /*Check if state shall be saved*/
-    if(update.save == 1){
-        snprintf(string_buffer, sizeof(string_buffer), "HFS_config_%.0f.xml", sim_time);
-        generate_config(string_buffer);
-    }
-
     /*Check if centroid shall be generated*/
     if((strcmp(mode, MODE_ACQU) == 0 || strcmp(mode, MODE_TRAC) == 0) && reset_end == 0){
         if((start_exposure + exposure_time - timing_tolerance) < sim_time && transition_end == 0){
             generate_smear(update.ang_rate, timestep);
             generate_centroid(update);
             start_exposure = sim_time;
-
-            if((strcmp(mode, update_mode_char) != 0) || channel != update.channel){
-                transition_end = sim_time + transition_delay;
-            }
         }
         else{
             generate_smear(update.ang_rate, timestep);
+
+        }
+        if(transition_end == 0){
+            if((strcmp(mode, update_mode_char) != 0) && (channel != update.channel)){
+                transition_end = sim_time + transition_delay_mode + transition_delay_channel;
+            }
+            else if(strcmp(mode, update_mode_char) != 0){
+                transition_end = sim_time + transition_delay_mode;
+            }
+            else if(channel != update.channel){
+                transition_end = sim_time + transition_delay_channel;
+            }
         }
     }
     else{
         if(transition_end == 0){
-            if((strcmp(mode, update_mode_char) != 0) || channel != update.channel){
-                transition_end = sim_time + transition_delay;
+            if((strcmp(mode, update_mode_char) != 0) && (channel != update.channel)){
+                transition_end = sim_time + transition_delay_mode + transition_delay_channel;
+            }
+            else if(strcmp(mode, update_mode_char) != 0){
+                transition_end = sim_time + transition_delay_mode;
+            }
+            else if(channel != update.channel){
+                transition_end = sim_time + transition_delay_channel;
             }
         }
     }
-
     /* Check if centroid shall be sent*/
     if((centroid.time - timing_tolerance) < sim_time && send_cent == 1 && reset_end == 0){
         send_centroid(update, outPacket);
@@ -1343,10 +1691,34 @@ int FGS :: set_params(hfs_parameters update, outputHfs *outPacket)
         reset_fgs(input_file, 0);
         failed = 0;
     }
+   
+    return 0;
+}
+/**
+ * @brief utility to calculate the length of the ramp based on the configured star verificaiton signal
+ * 
+ * The function calculates the length of the ramp based on the full well capacity, the target signal
+ * comming from the simulaiton environment, the quantum efficiency and the exposure time.
+ * The factor 0.1 is due to the PSF spreding the signal accross multiple pixels. The value is the brightest
+ * value inside the PSF.
+ * 
+ * @return 0 on success
+ 
+ */
 
+int FGS::calculate_ramp_length()
+{
+    ramp_length = (unsigned int) (full_well_cap * gain / (target_signal * 0.1 * qe * exposure_time));
+    if(ramp_length > max_ramp){
+        ramp_length = max_ramp;
+    }
+    if((ramp_length) == 0){
+        ramp_length = ramp_length + 1;
+    }
     return 0;
 }
 
+
 char line[1024];
 
 /**
@@ -1507,4 +1879,16 @@ void apply_aberration(double* starVec, double *vel)
         starVec[i] = -1.0 * (cosTheta * n_AX[i] + sinTheta * n_AY[i]);
     }
     return;
-}
\ No newline at end of file
+}
+
+/**
+ * @brief Check if files is empty
+ * 
+ * @param pFile: input file stream
+ * @return true if files is empty, false otherwise
+ */
+
+bool is_empty(std::ifstream& pFile)
+{
+    return pFile.peek() == std::ifstream::traits_type::eof();
+}
diff --git a/src/HFS_API.hpp b/src/HFS_API.hpp
index 5fbcdc2..6793db8 100644
--- a/src/HFS_API.hpp
+++ b/src/HFS_API.hpp
@@ -1,8 +1,8 @@
 /**
 * @file     HFS_API.hpp
 * @author   Gerald Mösenlechner (gerald.moesenlechner@univie.ac.at)
-* @date     January, 2024
-* @version  1.1
+* @date     May, 2024
+* @version  1.2
 *
 * @copyright
 * This program is free software; you can redistribute it and/or modify it
@@ -46,8 +46,8 @@
 #define YDIM 200
 #define XDIM_PSF 40
 #define YDIM_PSF 40
-#define XDIM_KERNEL 50
-#define YDIM_KERNEL 50
+#define XDIM_KERNEL 51
+#define YDIM_KERNEL 51
 #define TWO_PI 6.28318531f
 #define CVEL 299792.458f //km/s
 
@@ -68,12 +68,10 @@ struct hfs_state
 	double read_noise;
     double dark_mean;
     double bkgr_noise;
+    double gain;
     double exposure_time;
     double sim_time;
-    double timestep;
-	double hp_amount;
-    double hp_lower;
-    double hp_upper;
+    double timestep;	
     double flat_mean;
     double flat_sigma;
     double plate_scale;
@@ -95,7 +93,8 @@ struct hfs_state
     double jitter_error;
     double delay_track;
     double delay_acq;
-    double transition_delay;
+    double transition_delay_channel;
+    double transition_delay_mode;
     double transition_end;
     double exp_track;
     double exp_acq;
@@ -116,7 +115,6 @@ struct hfs_state
     unsigned int med_threshold;
     unsigned int sync_ctr;
     unsigned int send_cent;
-    unsigned int val_sigma;
     unsigned int track_dim;
     unsigned int acq_dim_fgs1;
     unsigned int acq_dim_fgs2;
@@ -129,10 +127,16 @@ struct hfs_state
     unsigned int fwhm_y;
     unsigned int max_targets;
     unsigned int extension_sigma;
+    unsigned int ramp_length;
+    unsigned int ramp_counter;
+    unsigned int sat_counter;
+    unsigned int sat_limit;
 	double offset_FGS1[2];
     double offset_FGS2[2];
 	double offset[2];
-	const char* mode;
+	int mode;
+    int target_pos_x;
+    int target_pos_y;
 	std::string psf_fgs1;
 	std::string psf_fgs2;
 	const char* input_file;
@@ -257,12 +261,10 @@ class FGS{
 	double read_noise;
     double dark_mean;
     double bkgr_noise;
+    double gain;
     double exposure_time;
     double sim_time;
-    double timestep;
-	double hp_amount;
-    double hp_lower;
-    double hp_upper;
+    double timestep;	
     double flat_mean;
     double flat_sigma;
     double plate_scale;
@@ -284,13 +286,18 @@ class FGS{
     double jitter_error;
     double delay_track;
     double delay_acq;
-    double transition_delay;
+    double transition_delay_mode;
+    double transition_delay_channel;
     double transition_end;
     double exp_track;
     double exp_acq;
     double reset_duration;
     double reset_end;
     double timing_tolerance;
+    double reset_noise;
+    double fov_radius;
+    int trf_x;
+    int trf_y;
 	unsigned int channel;
     unsigned int iter_track;
     unsigned int iter_acq;
@@ -305,7 +312,6 @@ class FGS{
     unsigned int med_threshold;
     unsigned int sync_ctr;
     unsigned int send_cent;
-    unsigned int val_sigma;
     unsigned int track_dim;
     unsigned int acq_dim_fgs1;
     unsigned int acq_dim_fgs2;
@@ -319,6 +325,11 @@ class FGS{
     unsigned int max_targets;
     unsigned int extension_sigma;
     unsigned int failed;
+    unsigned int ramp_length;
+    unsigned int ramp_counter;
+    unsigned int max_ramp;
+    unsigned int sat_counter;
+    unsigned int sat_limit;
 	double offset_FGS1[2];
     double offset_FGS2[2];
 	double offset[2];
@@ -327,6 +338,10 @@ class FGS{
 	std::string psf_fgs2;
 	const char* input_file;
 	std::string catalogue;
+    std::string reference_data_fgs1;
+    std::string reference_data_fgs2;
+    std::string hp_map_fgs1;
+    std::string hp_map_fgs2;
 	struct stars* targets = new stars();
 	struct coord centroid;
     centroidError error;
@@ -360,15 +375,23 @@ public:
 
 	int reset_arrays(int);
 
-	int transform_to_detector(double (&)[3], double (&)[3],int, int, double *);
+	int transform_to_detector(double (&)[3], double (&)[3], double *);
 
-	int transform_star_coordinates(double (&)[4], double(&)[3], int, int);
+	int transform_star_coordinates(double (&)[4], double(&)[3]);
 
 	int generate_centroid(hfs_parameters);
 
 	int send_centroid(hfs_parameters, outputHfs *);
 
     int calc_error(double, double);
+
+    int reset_ramp();
+
+    int calculate_ramp_length();
+
+    ~FGS(){
+        delete targets;
+    };
 };
 
 extern FGS *fgsSim;
@@ -378,4 +401,6 @@ extern void createFGS(const char*);
 extern void deleteFGS();
 
 extern void updateFGS(hfs_parameters*, outputHfs*);
-#endif
+
+bool is_empty(std::ifstream&);
+#endif
\ No newline at end of file
diff --git a/src/HFS_config.xml b/src/HFS_config.xml
index 971893f..6fc883e 100644
--- a/src/HFS_config.xml
+++ b/src/HFS_config.xml
@@ -1,8 +1,9 @@
 <HFS_MetaInfo>
+  <simulation_time>0.0</simulation_time>
 
   <!--  Global timestep of the matlab simulink model.
-        Default: 0.015625 (64Hz)-->
-  <timestep>0.015625</timestep>
+        Default: 0.0125 (680Hz)-->
+  <timestep>0.0125</timestep>
 
   <!-- 	Random seed used in the noise generation -->
   <random_seed>135412</random_seed>
@@ -33,13 +34,11 @@
   <!--  The mean dark current in a pixel in electrons per
         second. Deefault: 1 -->
   <dark_average>1</dark_average>
-
-  <!--  The fraction of hotpixels of all sensor pixels. These
-        are randomly selected during the simulation. Al-
-        lowed value range: 0.0-1.0. -->
-  <hotpixel_amount>0</hotpixel_amount>
-
-  <!--  The full well capacity of the detector in ADU  -->
+  
+  <!--  The gain to the detectors. Default: 0.655 -->
+  <gain>0.655</gain>
+  
+  <!--  The full well capacity of the detector in e-. Default: 100000  -->
   <full_well_capacity>100000</full_well_capacity>
 
   <!--  The difference threshold in ADU at which the median filter will replace
@@ -50,8 +49,8 @@
         jitter during the integration period in mas. -->
   <jitter_error_std>5.0</jitter_error_std>
 
-  <!--  Duration of the simulated FCU reset in s -->
-  <reset_duration>0.5</reset_duration>
+  <!--  Duration of the simulated FCU reset in s, No value available, Default 5s -->
+  <reset_duration>5</reset_duration>
 
   <!--  State variable denoting end of ongoing reset, Default: 0-->
   <reset_end>0</reset_end>
@@ -67,11 +66,11 @@
 
   <FGS2_Psf>./FGS2_270nm.txt</FGS2_Psf>
 
-  <!-- Plate scale of FGS1 in mas/px, Default: 175 -->
-  <FGS1_PS>175.0</FGS1_PS>
+  <!-- Plate scale of FGS1 in mas/px, Default: 173 -->
+  <FGS1_PS>173.0</FGS1_PS>
 
   <!-- Plate scale of FGS2 in mas/px, Default: 136 -->
-  <FGS2_PS>137.0</FGS2_PS>
+  <FGS2_PS>136.0</FGS2_PS>
   
   <!-- Focal length of FGS1 in m, Default: 21.21 -->
   <FGS1_FL>21.21</FGS1_FL>
@@ -110,11 +109,13 @@
   <FWHM_FGS2_x>6</FWHM_FGS2_x>
   <FWHM_FGS2_y>6</FWHM_FGS2_y>
 
-  <!-- Time delay causes by the mode switch in s. -->
-  <transition_delay>0.5</transition_delay>
+  <!-- Time delay causes by the channel switch in s. Worst case unknown, assumed 1 s -->
+  <transition_delay_channel>1</transition_delay_channel>
 
-  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 
-  -->
+  <!-- Time delay causes by the mode switch in s. Worst Case: 2s -->
+  <transition_delay_mode>2</transition_delay_mode>
+
+  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 -->
   <transition_end>0</transition_end>
 
   <!--  Target signal in ADU per second used for validation -->
@@ -123,9 +124,6 @@
   <!--  lower signal limit ("There is a signal" check) for centroid validation in % of target signal. defalt 1%-->
   <lower_signal_limit>1</lower_signal_limit>
 
-  <!--  Sigma threshold in ADU used in the validation procedure -->
-  <validation_sigma>10</validation_sigma>
-
   <!--  Threshold for the Pearson correlation used as the validity index.
         Index can range from -1 to 1. A value of 0.5 to 0.6 serves as a
         decent cutoff for invalid measurements-->
@@ -134,6 +132,38 @@
   <!-- default failed status of the HFS -->
   <failed_status>0</failed_status>
 
+  <!--  Ramp length in samples. Default: 100 -->
+  <ramp_length>100</ramp_length>
+
+  <!-- current position in the ramp. Default: 0 -->
+  <ramp_counter>0</ramp_counter>
+  
+  <!-- Maximum ramp length. Default: 150 -->
+  <max_ramp>150</max_ramp>
+
+  <!-- Limit for staturated pixels in an image. At this limit, the centroid will be set invalid. 
+  Used for the Snowball detection. Default: 5 -->
+  <saturation_limit>5</saturation_limit>
+  
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS1 -->
+  <reset_calibration_FGS1>./Calibration_FGS1.txt</reset_calibration_FGS1>
+
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS2 -->
+  <reset_calibration_FGS2>./Calibration_FGS2.txt</reset_calibration_FGS2>
+  
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 -->
+  <hp_map_FGS1>./hotPixels_FGS1.txt</hp_map_FGS1>
+
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 --> 
+  <hp_map_FGS2>./hotPixels_FGS2.txt</hp_map_FGS2>
+
+  <!-- Noise of the reset anomaly, Unknown, Default 20 e- -->
+  <reset_noise>20</reset_noise>
+
+  <!--  The radius of the circular field of view in arcsec. set to zero for full FoV. 
+   Default: 11 arcsec -->
+  <circular_fov_radius>11</circular_fov_radius>
+
   <!--  Configuration of the Tracking procedure -->
   <Tracking>
     <!--  Iterations of the algorithm. Standard is 5 -->
@@ -143,7 +173,7 @@
     <!--  Toogle thresholding -->
     <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
-          Note: must be lower than the integration time (0.125 s) -->
+          Note: must be lower than the integration time (0.125 s), worst case: 20ms -->
     <delay>0.02</delay>
     <!-- Exposure time for mode Tracking in s, default: 0.1 -->
     <exposure_time>0.1</exposure_time>
@@ -158,24 +188,24 @@
     <!--  Iterations of the algorithm. Standard is 3 -->
     <iterations>3</iterations>
     <!--  Toogle optional median filter -->
-    <median_filter>0</median_filter>
+    <median_filter>1</median_filter>
     <!--  Toogle thresholding -->
     <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
-          Note: must be lower than the integration time (0.5 s) -->
-    <delay>0.1</delay>
+          Note: must be lower than the integration time (0.5 s), worst case 150ms -->
+    <delay>0.15</delay>
     <!-- Exposure time for mode Acquisition in s, default: 0.5 -->
     <exposure_time>0.5</exposure_time>
     <!--  Brightness tolerance for target identification default is 30% -->
     <tolerance>30</tolerance>
-    <!-- Dimensiton of the Acquisition window for FGS1, default: 128px -->
-    <FGS1_dim>128</FGS1_dim>
-    <!-- Dimensiton of the Acquisition window for FGS2, default: 161px -->
-    <FGS2_dim>161</FGS2_dim>
+    <!-- Dimensiton of the Acquisition window for FGS1, default: 177px -->
+    <FGS1_dim>177</FGS1_dim>
+    <!-- Dimensiton of the Acquisition window for FGS2, default: 177px -->
+    <FGS2_dim>177</FGS2_dim>
     <!-- Limit of brightest sources to be considered in the source extraction. Default: 25-->
     <target_limit>25</target_limit>
-    <!-- Signal Sigma Limit for Source extent check. Default: 1000. Possible cause for 107 error if set too high-->
-    <extension_sigma>1000</extension_sigma>
+    <!-- Signal Sigma Limit for Source extent check. Default: 500. Possible cause for 107 error if set too high-->
+    <extension_sigma>500</extension_sigma>
   </Acquisition>
 
   <!--  Relative path to the star catalogue -->
@@ -185,14 +215,23 @@
   	Only applicable for saved states-->
   <use_saved_files>0</use_saved_files>
 
-  <hp_map>./HP_map.txt</hp_map>
-
   <flat>./flat_field.txt</flat>
 
   <smear>./smear_kernel.txt</smear>
 
+  <ramp>./ramp_input.txt</ramp>
+
+  <previous_image>./previous_image.txt</previous_image>
+
   <smear_x>0.0</smear_x>
   <smear_y>0.0</smear_y>
 
-
+  <centroid_x>0</centroid_x>
+  <centroid_y>0</centroid_y>
+  <centroid_time>0</centroid_time>
+  <centroid_valid>0</centroid_valid>
+  <centroid_index>0</centroid_index>
+  <centroid_mag>0</centroid_mag>
+  <centroid_send>0</centroid_send>
+  
 </HFS_MetaInfo>
diff --git a/src/Star_catalogue.csv b/src/Star_catalogue.csv
index 27da4fa..dc95948 100644
--- a/src/Star_catalogue.csv
+++ b/src/Star_catalogue.csv
@@ -349,8 +349,7 @@ Name,FGS1,FGS2,ra,dec
 36982271,224507.657939489,328315.878909786,230.65461540215,-8.19534179928
 369906986,1187076.34245884,1662248.30192291,20.53632126696,56.45760706804
 370140658,271246.834971595,360421.551603728,73.66777110117,-75.32234202396
-371703596,87097.7291807928,1219\item set \verb{mult_shift_x{ to -1
-59.184087046,156.66075716491,76.51746436952
+371703596,87097.7291807928,121959.184087046,156.66075716491,76.51746436952
 372222012,77507.1676122845,109908.517392378,313.47281343894,-67.98924088907
 372420452,363083.043630608,482626.594700928,317.87284509936,-66.3093536007
 372442556,462566.480892961,696148.189977223,318.21089278901,-69.26836423059
diff --git a/src/detector_features.c b/src/detector_features.c
index 20ef70f..ced0120 100644
--- a/src/detector_features.c
+++ b/src/detector_features.c
@@ -1,8 +1,8 @@
 /**
 * @file    detector_features.c
 * @author  Gerald Mösenlechner (gerald.moesenlechner@univie.ac.at)
-* @date    January, 2024
-* @version 1.1
+* @date    May, 2024
+* @version 1.2
 *
 * @copyright
 * This program is free software; you can redistribute it and/or modify it
@@ -74,12 +74,11 @@ void generate_bias(double *bias, double *rn_sample, double bias_value, unsigned
  * @param[out] darkframe: output buffer of the dark current
  * @param dark_mean: mean value of the dark (e/s)
  * @param exp_time: exposure time in s
- * @param hot_pixels: array containing the hot pixels
  * @param width/height: size of the detector
  * @param os: oversampling of the final image
  *
  */
-void generate_dark(double *darkframe, double dark_mean, double exp_time, double *hot_pixels, unsigned int width, unsigned int height)
+void generate_dark(double *darkframe, double dark_mean, double exp_time, unsigned int width, unsigned int height)
 {
   	unsigned int i;
 
@@ -93,7 +92,7 @@ void generate_dark(double *darkframe, double dark_mean, double exp_time, double
   	}
 
   	for(i = 0; i < width*height; i++){
-    	darkframe[i] = darkframe[i] * hot_pixels[i];
+    	darkframe[i] = darkframe[i];
   	}
 }
 
@@ -181,10 +180,11 @@ void set_star_in_image(double *image, unsigned int width, unsigned int height, d
   	px_x_high =  (int) (x + 0.5);
   	px_y_high =  (int) (y + 0.5);
 
-	SET_PIXEL(image, height, px_x_low, px_y_low, (1.0-fabs((x_orig-px_x_low))) * (1.0-fabs((y_orig-px_y_low))) * signal);
-	SET_PIXEL(image, height, px_x_high, px_y_high, (1.0-fabs((x_orig-px_x_high))) * (1.0-fabs((y_orig-px_y_high))) * signal);
-	SET_PIXEL(image, height, px_x_low, px_y_high, (1.0-fabs((x_orig-px_x_low))) * (1.0-fabs((y_orig-px_y_high))) * signal);
-	SET_PIXEL(image, height, px_x_high, px_y_low, (1.0-fabs((x_orig-px_x_high))) * (1.0-fabs((y_orig-px_y_low))) * signal);
+
+	SET_PIXEL_SMEAR(image, height, px_x_low, px_y_low, (1.0-fabs((x_orig-px_x_low))) * (1.0-fabs((y_orig-px_y_low))) * signal);
+	SET_PIXEL_SMEAR(image, height, px_x_high, px_y_high, (1.0-fabs((x_orig-px_x_high))) * (1.0-fabs((y_orig-px_y_high))) * signal);
+	SET_PIXEL_SMEAR(image, height, px_x_low, px_y_high, (1.0-fabs((x_orig-px_x_low))) * (1.0-fabs((y_orig-px_y_high))) * signal);
+	SET_PIXEL_SMEAR(image, height, px_x_high, px_y_low, (1.0-fabs((x_orig-px_x_high))) * (1.0-fabs((y_orig-px_y_low))) * signal);
 
 }
 
@@ -203,6 +203,7 @@ void generate_starmask(double *mask, struct stars star_field, double exposure_ti
 {
   	unsigned int i;
   	double signal;
+	FILE *fptr;
 
   	for(i = 0; i<star_field.number; i++){
 	    if(star_field.visible[i] == 1){
@@ -216,6 +217,10 @@ void generate_starmask(double *mask, struct stars star_field, double exposure_ti
 				            else{
 				                signal = star_field.signalFGS2[i];
 				            }
+							fptr = fopen("signal.txt", "a");
+							fprintf(fptr, "%f\n", signal);
+							fclose(fptr);
+							//printf("Signal: %f\n", signal);
 				            set_star_in_image(mask, detector_width, detector_height, star_field.x[i], star_field.y[i], signal*exposure_time);
 			            }
 			        }
@@ -248,8 +253,8 @@ void convolve_starmask_fast(double *result, double *starmask, double *psf, int w
 				j_start = j - (height_psf - 1)/2;
 				for(k=0; k<width_psf; k++){
 					for(l=0; l<height_psf; l++){
-						if((i_start + k) > 0){
-                            if((j_start + l) > 0){
+						if((i_start + k) >= 0){
+                            if((j_start + l) >= 0){
                                 if((i_start + k) < width_star){
                                     if((j_start + l) < height_star){
 							            result[i_start + k + height_star * (j_start + l)] = result[i_start + k + height_star * (j_start + l)] + psf[k + height_psf*l] * starmask[i + height_star*j];
@@ -548,4 +553,155 @@ void shift_smear(double *smear, double x_smear, double y_smear, unsigned int dim
 			sum = sum + smear[i + dim*j];
 		}
 	}	
+}
+
+/**
+ * @brief Function for generating a field of view mask
+ *
+ * @param[out] fov_mask: buffer for the fov mask
+ * @param radius: radius of the fov in arcsec
+ * @param platescale: platescale of the instrument in arcsec/px
+ * @param width: width of the mask
+ * @param height: height of the mask
+ *
+ */
+
+void generate_fov_mask(double *fov_mask, double radius, double platescale, unsigned int width, unsigned int height)
+{
+	unsigned int i, j;
+	double x, y, x_center, y_center;
+
+	x_center = width/2;
+	y_center = height/2;
+
+	for(i = 0; i < width; i++){
+		for(j = 0; j < height; j++){
+
+			x = (i - x_center) * platescale;
+			y = (j - y_center) * platescale;
+
+			if(sqrt(x*x + y*y) < radius){
+				SET_PIXEL(fov_mask, width, i, j, 1);
+			}
+			else{
+				SET_PIXEL(fov_mask, width, i, j, 0);
+			}
+		}
+	}
+}
+
+/*
+ * @brief Function for applying the fov mask to an image
+ *
+ * @param[out] image: buffer for the image
+ * @param fov_mask: buffer for the fov mask
+ * @param width_img/height_img: dimension of the image
+ * @param width_fov/height_fov: dimension of the fov mask
+ * @param x_img/y_img: position of the image in the fov
+ * 
+*/
+
+void apply_fov_mask(double *image, double *fov_mask, unsigned int width_img, unsigned int height_img, unsigned int width_fov, unsigned int height_fov, int x_img, int y_img)
+{
+	unsigned int i, j;
+	int  x_start, y_start;
+	double tmp;
+	x_start = (int) width_fov/2 - ((int) width_img/2 - x_img);
+	y_start = (int) height_fov/2 - ((int) height_img/2 - y_img);
+	for(i = 0; i < width_img; i++){
+		for(j = 0; j < height_img; j++){
+			//printf("X: %d, Y: %d\n", x_start + i, y_start + j);
+			if((x_start + i) >= 0 && (x_start + i) < width_fov){
+				if((y_start + j) >= 0 && (y_start + j) < height_fov){
+					tmp = (GET_PIXEL(image, width_img, i, j)) * (GET_PIXEL(fov_mask, width_fov, (x_start + i), (y_start + j)));
+					SET_PIXEL(image, width_img, i, j, tmp);
+				}
+				else{
+					SET_PIXEL(image, width_img, i, j, 0.0);
+				}
+			}
+			else{
+				SET_PIXEL(image, width_img, i, j, 0.0);
+			}
+		}
+	}
+}
+
+/**
+ * @brief Get the hp array of the current line of sight
+ * 
+ * @param buffer: hot pixel buffer 
+ * @param hp_map: hot pixel master map
+ * @param width_buffer: width of the FoV
+ * @param height_buffer: height of the FoV
+ * @param width_hp: width of the master map
+ * @param height_hp: height of the master map
+ * @param x: x position of the FoV
+ * @param y: y position of the FoV
+ */
+
+void get_hp(double* buffer, double* hp_map, unsigned int width_buffer, unsigned int height_buffer, unsigned int width_hp, unsigned int height_hp, int x, int y)
+{
+	unsigned int i, j;
+	int x_start, y_start;
+	double tmp;
+
+	x_start = (int) width_hp/2 - ((int) width_buffer/2 - x);
+	y_start = (int) height_hp/2 - ((int) height_buffer/2 - y);
+	for(i = 0; i < width_buffer; i++){
+		for(j = 0; j < height_buffer; j++){
+			if((x_start + i) >= 0 && (x_start + i) < width_hp){
+				if((y_start + j) >= 0 && (y_start + j) < height_hp){
+					tmp = (GET_PIXEL(hp_map, width_hp, (x_start + i), (y_start + j)));
+					SET_PIXEL(buffer, width_buffer, i, j, tmp);
+				}
+				else{
+					SET_PIXEL(buffer, width_buffer, i, j, 0.0);
+				}
+			}
+			else{
+				SET_PIXEL(buffer, width_buffer, i, j, 0.0);
+			}
+		}
+	}
+}
+
+/**
+ * @brief Get the calibration array of the current line of sight
+ * 
+ * @param buffer: calibration buffer 
+ * @param hp_map: calibration master
+ * @param width_buffer: width of the FoV
+ * @param height_buffer: height of the FoV
+ * @param width_hp: width of the master
+ * @param height_hp: height of the master
+ * @param x: x position of the FoV
+ * @param y: y position of the FoV
+ */
+
+void get_calibration(unsigned short* buffer, unsigned short* cal, unsigned int width_buffer, unsigned int height_buffer, unsigned int width_cal, unsigned int height_cal, int x, int y)
+{
+	unsigned int i, j;
+	int x_start, y_start;
+	unsigned short tmp;
+
+	x_start = (int) width_cal/2 - ((int) width_buffer/2 - x);
+	y_start = (int) height_cal/2 - ((int) height_buffer/2 - y);
+	for(i = 0; i < width_buffer; i++){
+		for(j = 0; j < height_buffer; j++){
+			if((x_start + i) >= 0 && (x_start + i) < width_cal){
+				if((y_start + j) >= 0 && (y_start + j) < height_cal){
+					tmp = (GET_PIXEL(cal, width_cal, (x_start + i), (y_start + j)));
+
+					SET_PIXEL(buffer, width_buffer, i, j, tmp);
+				}
+				else{
+					SET_PIXEL(buffer, width_buffer, i, j, 0.0);
+				}
+			}
+			else{
+				SET_PIXEL(buffer, width_buffer, i, j, 0.0);
+			}
+		}
+	}
 }
\ No newline at end of file
diff --git a/src/detector_features.h b/src/detector_features.h
index 73c8dd8..1d1ccd2 100644
--- a/src/detector_features.h
+++ b/src/detector_features.h
@@ -31,7 +31,7 @@ struct stars {
 
 void generate_bias(double *, double *, double, unsigned int, unsigned int, unsigned int);
 
-void generate_dark(double *, double, double, double *, unsigned int, unsigned int);
+void generate_dark(double *, double, double, unsigned int, unsigned int);
 
 void generate_hotpixels(double *, double, double, double, unsigned int, unsigned int);
 
@@ -51,6 +51,14 @@ void generate_shot(double *, double *, unsigned int, unsigned int);
 
 void shift_smear(double*, double, double, unsigned int);
 
+void generate_fov_mask(double*, double, double, unsigned int, unsigned int);
+
+void apply_fov_mask(double*, double*, unsigned int, unsigned int, unsigned int, unsigned int, int, int);
+
+void get_hp(double*, double*, unsigned int, unsigned int, unsigned int, unsigned int, int, int);
+
+void get_calibration(unsigned short*, unsigned short*, unsigned int, unsigned int, unsigned int, unsigned int, int, int);
+
 #ifdef __cplusplus
 }
 #endif
diff --git a/src/fcu_algorithms.c b/src/fcu_algorithms.c
index 7209ab8..9515905 100644
--- a/src/fcu_algorithms.c
+++ b/src/fcu_algorithms.c
@@ -1,8 +1,8 @@
 /**
 * @file    fcu_algorithms.c
 * @author  Gerald Mösenlechner (gerald.moesenlechner@univie.ac.at)
-* @date    January, 2024
-* @version 1.1
+* @date    May, 2024
+* @version 1.2
 *
 * @copyright
 * This program is free software; you can redistribute it and/or modify it
@@ -42,6 +42,7 @@
 #define ROISIZE 20
 #define ROISIZE_COG 100
 #define REFINEDROISIZE 21
+#define VALBINNING 4
 
 
 
@@ -100,6 +101,7 @@ void find_brightest_uint (unsigned int *buffer, unsigned int buflength, unsigned
         list[i] = 0;
 
     list[0] = buffer[0];
+    positions[0] = 0;
 
     for (ctr=1; ctr < buflength; ctr++){
         temp = buffer[ctr];
@@ -274,6 +276,7 @@ int identify_star (unsigned int *image, unsigned int *brightness, int *is_target
     for(i = 0; i < length; i++){
         brightness[i] = 0;
         is_target[i] = 1;
+        brightness_diff[i] = 0;
         pos_x = (positions[i] % x_dim);
         pos_y = (positions[i] / x_dim);
         for(j = 0; j < i; j++){
@@ -328,7 +331,7 @@ int identify_star (unsigned int *image, unsigned int *brightness, int *is_target
 
 
 /**
- * @brief Median determination based on sorting the array (destructive)
+ * @brief Median determination based on sorting the array (destructive) for n = 9
  *
  * @param data: input array
  *
@@ -395,7 +398,7 @@ void extract_RoI (unsigned int *image, unsigned int width, unsigned int height,
  * @param[out] sig: pointer to the stdev (float) to store the result
  * @note considers Bessel correction
  */
-int MeanSigma (int *data, int len, float *m, float *sig)
+int MeanSigma (unsigned int *data, int len, float *m, float *sig)
 {
     int i;
     double sum = 0.;
@@ -452,7 +455,7 @@ int MeanSigma (int *data, int len, float *m, float *sig)
  * @note for an even number of elements, it returns the smaller one
  * @note The Torben mehtod does not need a separate buffer and it does not mix the input
  */
-int Median (int *data, int len)
+int Median (unsigned int *data, int len)
 {
     int i, less, greater, equal;
     int min, max, guess, maxltguess, mingtguess;
@@ -712,7 +715,7 @@ void extract_strips(unsigned int *data, unsigned int *strip_x, unsigned int *str
     }
 }
 
-unsigned int binned_image[441];
+unsigned int binned_image[XDIM/VALBINNING*YDIM/VALBINNING];
 unsigned int x_strip[25];
 unsigned int y_strip[25];
 unsigned int ref_x[25];
@@ -756,80 +759,69 @@ unsigned int ref_y[25];
  * @returns struct containing the validity data of the centroid
  */
 
-struct valpack CheckRoiForStar (unsigned int *data, unsigned int x_dim, unsigned int y_dim, unsigned int CenSignalLimit, unsigned int CenSigmaLimit, float PearsonLimit, unsigned int fgs, double x_center, double y_center, unsigned int signalTolerance, unsigned int targetSignal)
+struct valpack CheckRoiForStar (unsigned int *data, unsigned int x_dim, unsigned int y_dim, unsigned int CenSignalLimit, float PearsonLimit, unsigned int fgs, double x_center, double y_center, unsigned int signalTolerance, unsigned int targetSignal)
 {
     unsigned int i;
     unsigned int median, minimum, maximum;
-    unsigned int binwidth, binheight, binx, biny, x, y, xstart, ystart, rad;
+    unsigned int binnedwidth, binnedheight, binx, biny, x, y, xstart, ystart, rad;
     float mean, sigma, xdist, ydist, pearson_x, pearson_y;
     unsigned int sum;
     int mag;
     struct valpack package;
 
-    if (x_dim == 0){
-        package.index = 111;
-        package.magnitude = 0;
-        return package;
-    }
 
-    if (y_dim == 0){
+    if ((x_dim > VALBINNING) && (y_dim > VALBINNING)){
+        binnedwidth = x_dim / VALBINNING;
+        binnedheight = y_dim / VALBINNING;
+    }
+    else{
         package.index = 111;
         package.magnitude = 0;
         return package;
     }
 
-    if (fgs == 1){
-      rad = 7;
-    }
-    else{
-      rad = 9;
-    }
-    sum = 0;
-
-    if ((x_dim >= 21) && (x_dim >= 21)){
-        binwidth = x_dim / 21;
-        binheight = y_dim / 21;
-    }
-    else{
+    if ((binnedwidth == 0) || (binnedheight == 0)){
         package.index = 111;
         package.magnitude = 0;
         return package;
     }
 
-    /* Note: For dimensions which are not divisible by 3, the remainder is ignored.
-       Example: in a 15 by 14 image each of the bins will sample 5 pixels in x * 4 pixels in y
-       and the rest is ignored */
-
-    /* clear the binned array first */
-    for (i=0; i < 441; i++){
+    for (i=0; i < (binnedwidth*binnedheight); i++){
         binned_image[i] = 0;
     }
 
-    /* bin to 3x3 */
-    for (biny = 0; biny < 21; biny++){
-        for (y = 0; y < binheight; y++){
-            for (binx = 0; binx < 21; binx++){
-                for (x = 0; x < binwidth; x++){
-                    xstart = x + binx*binwidth;
-                    ystart = (y + biny*binheight) * x_dim;
-                    binned_image[binx + 21*biny] += data[xstart + ystart];
+    /* bin by 3x3 */
+    for (biny = 0; biny < binnedheight; biny++){
+        for (y = 0; y < VALBINNING; y++){
+            for (binx = 0; binx < binnedwidth; binx++){
+                for (x = 0; x < VALBINNING; x++){
+                    xstart = x + binx*VALBINNING;
+                    ystart = (y + biny*VALBINNING) * x_dim;
+                    binned_image[binx + binnedwidth*biny] = binned_image[binx + binnedwidth*biny] + data[xstart + ystart];
                 }
             }
         }
     }
+    
+    if (fgs == 1){
+      rad = 7;
+    }
+    else{
+      rad = 9;
+    }
+    sum = 0;
 
+    
     /* convert the sums to averages */
-    for (i=0; i < 441; i++){
-        binned_image[i] /= (binwidth * binheight);
+    for (i=0; i < binnedwidth*binnedheight; i++){
+        binned_image[i] = binned_image[i] / (VALBINNING * VALBINNING);
     }
 
-    MeanSigma ((int *)binned_image, 441, &mean, &sigma);
-
-    median = Median ((int *)binned_image, 441);
-
-    MinMaxU32 (binned_image, 441, &minimum, &maximum);
+    MeanSigma (binned_image, binnedwidth*binnedheight, &mean, &sigma);
+    
+    median = Median (binned_image, binnedwidth*binnedheight);
 
-    /* DEBUGP("CEN: Mean %f Sig: %f Med: %u Min: %u Max: %u\n", mean, sigma, median, minimum, maximum); */
+    MinMaxU32 (binned_image, binnedwidth*binnedheight, &minimum, &maximum);
 
     /* rule 1: the image must not be constant */
     if (minimum == maximum){
@@ -851,20 +843,14 @@ struct valpack CheckRoiForStar (unsigned int *data, unsigned int x_dim, unsigned
         package.magnitude = 0;
         return package;
     }
-
+    
     /* rule 4: there must be a signal */
     if ((maximum - minimum) < CenSignalLimit){
         package.index = 104;
         package.magnitude = 0;
         return package;
     }
-
-    /* rule 5: the sigma must be large */
-    if (sigma < CenSigmaLimit){
-        package.index = 105;
-        package.magnitude = 0;
-        return package;
-    }
+ 
     /*rule 6: the signal inside of a 5px radius circle around the estimated center must contain a certain percentage of the total signal*/
     for (y = 0; y < y_dim; y++){
         for (x = 0; x < x_dim; x++){
@@ -873,12 +859,11 @@ struct valpack CheckRoiForStar (unsigned int *data, unsigned int x_dim, unsigned
             ydist = abs(y - y_center);
 
             /* speed up */
-            if ((xdist <= rad) || (ydist <= rad)){
+            if ((xdist <= rad) && (ydist <= rad)){
                 sum += GET_PIXEL(data, x_dim, x, y);
             }
         }
     }
-
     extract_strips(data, x_strip, y_strip, x_dim, y_dim, 25, x_center, y_center);
 
     mag = sum;
@@ -1089,13 +1074,12 @@ unsigned int roi_cog[REFINEDROISIZE*REFINEDROISIZE];
  * @param fwhm_y:  FWHM of gaussian weighting function in y
  * @param fgs:  FGS channel for approximated weighting function
  * @param CenSignalLimit: Signal limit for centroid validation
- * @param CenSigmaLimit: Sigma limit for centriod validation
  * @param PearsonLimit: Pearson Coeff limit for centroid validation
  *
  * @returns Centroid packet in form of coord struct
  */
 
-struct coord ArielCoG (unsigned int *img, unsigned int rows, unsigned int cols, unsigned int iterations, float fwhm_x, float fwhm_y, int fgs, unsigned int CenSignalLimit, unsigned int CenSigmaLimit, float PearsonLimit, unsigned int signalTolerance, unsigned int targetSignal)
+struct coord ArielCoG (unsigned int *img, unsigned int rows, unsigned int cols, unsigned int iterations, float fwhm_x, float fwhm_y, int fgs, unsigned int CenSignalLimit, float PearsonLimit, unsigned int signalTolerance, unsigned int targetSignal)
 {
 
     float x_res, y_res;
@@ -1160,7 +1144,7 @@ struct coord ArielCoG (unsigned int *img, unsigned int rows, unsigned int cols,
     res.y = y_start + y_roi;
 
     
-    res.validity = CheckRoiForStar (img, rows, cols, CenSignalLimit, CenSigmaLimit, PearsonLimit,fgs , res.x, res.y, signalTolerance, targetSignal);
+    res.validity = CheckRoiForStar (img, rows, cols, CenSignalLimit, PearsonLimit,fgs , res.x, res.y, signalTolerance, targetSignal);
 
     if(res.validity.index > 99){
         res.validity.flag = 0;
@@ -1192,20 +1176,19 @@ unsigned int roi[BIN*BIN*ROISIZE*ROISIZE];
  * @param iter: iteration count of the CoG
  * @param fwhm_x/fwhm_y: size of the analyt. gaussian weighting func.
  * @param CenSignalLimit: Signal limit for centroid validation
- * @param CenSigmaLimit: Sigma limit for centriod validation
  * @param PearsonLimit: Pearson Coeff limit for centroid validation
  *
  * @returns  coordiates of the target star
  */
 
-struct coord SourceDetection(unsigned int *data, unsigned int xdim, unsigned int ydim, int fgs, unsigned int target_number, unsigned int target_brightness, unsigned int brightness_tolerance, unsigned int sigma, unsigned int iter, float fwhm_x, float fwhm_y, unsigned int CenSignalLimit, unsigned int CenSigmaLimit, float PearsonLimit)
+struct coord SourceDetection(unsigned int *data, unsigned int xdim, unsigned int ydim, int fgs, unsigned int target_number, unsigned int target_brightness, unsigned int brightness_tolerance, unsigned int sigma, unsigned int iter, float fwhm_x, float fwhm_y, unsigned int CenSignalLimit, float PearsonLimit)
 {
     unsigned int binnedwidth, binnedheight, binx, biny, x, y, xstart, ystart;
     unsigned int source_val[target_number];
     unsigned int source_pos[target_number];
     unsigned int source_br[target_number];
     int target[target_number];
-    int pos_x, pos_y, flag;
+    int pos_x = 0, pos_y = 0, flag;
     unsigned int tmp_br = 0, sum = 0, mean, i; /*tmp_br is a placeholder for the brightnes check*/
     struct coord result;
     unsigned int th = 0;
@@ -1232,12 +1215,11 @@ struct coord SourceDetection(unsigned int *data, unsigned int xdim, unsigned int
         return result;
     }
 
-
     for (i=0; i < (binnedwidth*binnedheight); i++){
         binned[i] = 0;
     }
 
-    /* bin to 3x3 */
+    /* bin by 3x3 */
     for (biny = 0; biny < binnedheight; biny++){
         for (y = 0; y < BIN; y++){
             for (binx = 0; binx < binnedwidth; binx++){
@@ -1249,18 +1231,18 @@ struct coord SourceDetection(unsigned int *data, unsigned int xdim, unsigned int
             }
         }
     }
-
+   
     /* calc mean */
-
     for (i=0; i < (binnedwidth * binnedheight); i++){
         sum = sum + binned[i];
     }
+
     mean = (unsigned int) sum / (binnedwidth * binnedheight);
 
     find_brightest_uint(binned, (binnedwidth * binnedheight), target_number, source_val, source_pos);
-
+    
     identify_star(binned, source_br, target, binnedwidth, binnedheight, source_pos, target_number, mean + sigma, target_brightness);
-
+    
     for(i=0; i<target_number;i++){
         if (target[i] == 1){
             if (source_br[i] > tmp_br && (abs(source_br[i]-target_brightness) < (int)(target_brightness*brightness_tolerance/100))){
@@ -1268,51 +1250,158 @@ struct coord SourceDetection(unsigned int *data, unsigned int xdim, unsigned int
                 pos_x = (source_pos[i] % binnedwidth);
                 pos_y = (source_pos[i] / binnedwidth);
                 flag = 1;
-            }
+            } 
         }
     }
+    if(flag == 1){
+        pos_x = pos_x - ROISIZE/2;
+        pos_y = pos_y - ROISIZE/2;
+
+        if (pos_x < 0){
+            pos_x = 0;
+        }
+        if (pos_y < 0){
+            pos_y = 0;
+        }
+        if (pos_x > (binnedwidth - ROISIZE)){
+            pos_x = binnedwidth - ROISIZE;
+        }
+        if (pos_y > (binnedheight - ROISIZE)){
+            pos_y = binnedheight - ROISIZE;
+        }
 
-    pos_x = pos_x - ROISIZE/2;
-    pos_y = pos_y - ROISIZE/2;
+        extract_RoI(data, xdim, ydim, pos_x, pos_y, roi);
 
-    if(flag == 0){
-        pos_x = 0;
-        pos_y = 0;
-    }
-    if (pos_x < 0){
-        pos_x = 0;
-    }
-    if (pos_y < 0){
-        pos_y = 0;
-    }
-    if (pos_x > (binnedwidth - ROISIZE)){
-        pos_x = binnedwidth - ROISIZE;
-    }
-    if (pos_y > (binnedheight - ROISIZE)){
-        pos_y = binnedheight - ROISIZE;
-    }
+        th = GetMin(roi, ROISIZE*BIN*ROISIZE*BIN);
 
-    extract_RoI(data, xdim, ydim, pos_x, pos_y, roi);
+        for (i=0; i < (ROISIZE*BIN*ROISIZE*BIN); i++){
+            roi[i] = roi[i] - th;
+        }
     
-    th = GetMin(roi, ROISIZE*BIN*ROISIZE*BIN);
-
-    for (i=0; i < (ROISIZE*BIN*ROISIZE*BIN); i++){
-        roi[i] = roi[i] - th;
+        result = ArielCoG(roi, ROISIZE*BIN, ROISIZE*BIN, iter, fwhm_x, fwhm_y, fgs, CenSignalLimit, PearsonLimit, brightness_tolerance, target_brightness);
+        result.x = result.x + (float) (pos_x*BIN);
+        result.y = result.y + (float) (pos_y*BIN);
+        
+        if(result.validity.index > 99){
+            result.validity.flag = 0;
+        }
+        else{
+            result.validity.flag = 1;
+        }
     }
-    
-    result = ArielCoG(roi, ROISIZE*BIN, ROISIZE*BIN, iter, fwhm_x, fwhm_y, fgs, CenSignalLimit, CenSigmaLimit, PearsonLimit, brightness_tolerance, target_brightness);
-    result.x = result.x + (float) (pos_x*BIN);
-    result.y = result.y + (float) (pos_y*BIN);
-    if(flag == 0){
-        result.validity.index = 107;
-        result.validity.magnitude = source_br[0];
-    }
-    if(result.validity.index > 99){
+    else{        
+        for(i=0; i < target_number; i++){
+            if(target[i] == 1){
+                pos_x = (source_pos[i] % binnedwidth);
+                pos_y = (source_pos[i] / binnedwidth);
+                result.validity.magnitude = source_br[i];
+
+                if(pos_x == 0 || pos_y == 0 || pos_x == (binnedheight - 1) || (pos_y == binnedheight - 1)){
+                    result.validity.index = 108;
+                    break;
+                }
+                else{
+                    result.validity.index = 107;
+                    break;
+                }
+            }
+            else{
+                result.validity.index = 104;
+                pos_x = 0;
+                pos_y = 0;
+                result.validity.magnitude = 0;
+            }
+        }
+        result.x = (float) pos_x * BIN;
+        result.y = (float) pos_y * BIN;
         result.validity.flag = 0;
     }
-    else{
-        result.validity.flag = 1;
-    }
     result.time = 0.;
     return result;
 }
+
+/**
+ * @brief Function for correcting the pixels marked in the hot pixel map
+ * 
+ * @param image: input image to be corrected
+ * @param map: Hot pixel map that shall be used
+ * @param width: width of the image
+ * @param height: height of the image
+ * @param value: value used for marking hot pixels in the map
+ * @return int: 0 on success
+ */
+int hotPixelCorrection (unsigned int *image, unsigned short *map, unsigned int width, unsigned int height, unsigned int value)
+{
+    unsigned int i, j, tmp;
+    unsigned int medwin[9];
+
+    for(i = 0; i < width; i++){
+        for(j = 0; j < height; j++){
+            if(map[i + width * j] == value){
+                if(j == 0){
+                    medwin[0] = 0;
+                    medwin[1] = 0;
+                    medwin[2] = 0;
+                }
+                else{
+                    if(i == 0){
+                        medwin[0] = 0;
+                    }
+                    else{
+                        medwin[0] = image[(i-1) + width * (j-1)];
+                    }
+                    
+                    medwin[1] = image[i + width * (j-1)];
+
+                    if((i + 1) == width){
+                        medwin[2] = 0;
+                    }
+                    else{
+                        medwin[2] = image[(i+1) + width * (j-1)];
+                    }
+                }
+
+                if((j + 1) == height){
+                    medwin[5] = 0;
+                    medwin[6] = 0;
+                    medwin[7] = 0;
+                }
+                else{
+                    if(i == 0){
+                        medwin[5] = 0;
+                    }
+                    else{
+                        medwin[5] = image[(i-1) + width * (j+1)];
+                    }
+                    
+                    medwin[6] = image[i + width * (j+1)];
+
+                    if((i + 1) == width){
+                        medwin[7] = 0;
+                    }
+                    else{
+                        medwin[7] = image[(i+1) + width * (j+1)];
+                    }
+                }
+                if(i == 0){
+                    medwin[3] = 0;
+                    medwin[4] = image[(i+1) + width * j];
+                }
+                else if ((i + 1) == width){
+                    medwin[3] = image[(i-1) + width * j];
+                    medwin[4] = 0;
+                }
+                else{
+                    medwin[3] = image[(i-1) + width * j];
+                    medwin[4] = image[(i+1) + width * j];
+                }
+
+                medwin[8] = image[i + width * j];
+
+                tmp = Med9USpoil(medwin);
+                image[i + width * j] = tmp;
+            }
+        }
+    }
+    return 0;
+}
\ No newline at end of file
diff --git a/src/fcu_algorithms.h b/src/fcu_algorithms.h
index 4a6cd3b..ee5ae97 100644
--- a/src/fcu_algorithms.h
+++ b/src/fcu_algorithms.h
@@ -30,11 +30,11 @@ void std_threshold(unsigned int *, unsigned int, unsigned int);
 
 int MedFilter3x3 (unsigned int *, unsigned int, unsigned int, unsigned int, unsigned int *);
 
-struct valpack CheckRoiForStar(unsigned int *, unsigned int, unsigned int, unsigned int, unsigned int, float, unsigned int, double, double, unsigned int, unsigned int);
+struct valpack CheckRoiForStar(unsigned int *, unsigned int, unsigned int, unsigned int, float, unsigned int, double, double, unsigned int, unsigned int);
 
-struct coord SourceDetection(unsigned int *, unsigned int , unsigned int, int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, float, float, unsigned int, unsigned int, float);
+struct coord SourceDetection(unsigned int *, unsigned int , unsigned int, int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, float, float, unsigned int, float);
 
-struct coord ArielCoG (unsigned int *, unsigned int, unsigned int, unsigned int, float, float, int, unsigned int, unsigned int, float, unsigned int, unsigned int);
+struct coord ArielCoG (unsigned int *, unsigned int, unsigned int, unsigned int, float, float, int, unsigned int, float, unsigned int, unsigned int);
 
 void CenterOfGravity2D(unsigned int *, unsigned int, unsigned int, float *, float *);
 
@@ -42,10 +42,12 @@ void WeightedCenterOfGravity2D(unsigned int *, float *, unsigned int, unsigned i
 
 void IntensityWeightedCenterOfGravity2D(unsigned int *, unsigned int, unsigned int, float *, float *);
 
-int MeanSigma (int *, int, float *, float *);
+int MeanSigma (unsigned int *, int, float *, float *);
 
 unsigned int GetMin(unsigned int*, unsigned int);
 
+int hotPixelCorrection(unsigned int *, unsigned short *, unsigned int, unsigned int, unsigned int);
+
 #ifdef __cplusplus
 }
 #endif
diff --git a/src/utilities.c b/src/utilities.c
index e62c1e8..3e372bc 100644
--- a/src/utilities.c
+++ b/src/utilities.c
@@ -1,8 +1,8 @@
 /**
 * @file    utilities.c
 * @author  Gerald Mösenlechner (gerald.moesenlechner@univie.ac.at)
-* @date    January, 2024
-* @version 1.1
+* @date    May, 2024
+* @version 1.2
 *
 * @copyright
 * This program is free software; you can redistribute it and/or modify it
diff --git a/test/DetectorFeatureTest.cpp b/test/DetectorFeatureTest.cpp
index b6ae68c..e116e38 100644
--- a/test/DetectorFeatureTest.cpp
+++ b/test/DetectorFeatureTest.cpp
@@ -53,15 +53,11 @@ void DetectorFeaturesTest::testDark()
     unsigned int i;
     double mean, std;
 
-    for(i = 0; i < 200*200; i++){
-        hp[i] = 1.0;
-    }
-
-    hp[100] = 100.;
+    
 
     mean = 0.;
     std = 0.;
-    generate_dark(dark, 10., 1., hp, 200, 200);
+    generate_dark(dark, 10., 1., 200, 200);
     std::cout << "Check if dark values are not 0\n";
     for(i = 0; i < 200*200; i++)
     {
@@ -76,13 +72,9 @@ void DetectorFeaturesTest::testDark()
     }
     std = sqrt(std/(200*200));
 
-    std::cout << "Check if single hot pixel is a statistical outlier.\n";
-
-    CPPUNIT_ASSERT(dark[100] > (mean + std));
-
     std::cout << "Check dark mean = 0\n";
 
-    generate_dark(dark, 0, 1, hp, 200, 200);
+    generate_dark(dark, 0, 1, 200, 200);
 
     mean = 0;
     for(i = 0; i < 200*200; i++)
diff --git a/test/FCUTest.cpp b/test/FCUTest.cpp
index 0aadf3b..a3b35bc 100644
--- a/test/FCUTest.cpp
+++ b/test/FCUTest.cpp
@@ -67,7 +67,7 @@ void FCUTest::tearDown()
 void FCUTest::testMinMean()
 {
     unsigned int testSet[10] = {3, 6, 0, 4, 9, 7, 5, 2, 8, 1};
-    int testSetMean[3] = {3, 6, 0};
+    unsigned int testSetMean[3] = {3, 6, 0};
     unsigned int res;
     int resMean;
     float mean, sig;
@@ -120,69 +120,62 @@ void FCUTest::testValidation()
         
          
     std::cout << "Check Dimension check.\n";
-    package = CheckRoiForStar(noSignal, 0, 64, 100, 100, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(noSignal, 0, 64, 100, 0.6, 1, 32., 32., 20, sum_star);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index == 111);
 
     package.index = 0;
 
-    package = CheckRoiForStar(noSignal, 64, 0, 100, 100, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(noSignal, 64, 0, 100, 0.6, 1, 32., 32., 20, sum_star);
     CPPUNIT_ASSERT(package.index == 111);
     std::cout << package.index << "\n";
     
     package.index = 0;
 
-    package = CheckRoiForStar(noSignal, 15, 15, 100, 100, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(noSignal, 3, 3, 100, 0.6, 1, 32., 32., 20, sum_star);
     CPPUNIT_ASSERT(package.index == 111);
     std::cout << package.index << "\n";
 
     package.index = 0;
     std::cout << "Check constant image check.\n";
     
-    package = CheckRoiForStar(noSignal, 64, 64, 100, 100, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(noSignal, 64, 64, 100, 0.6, 1, 32., 32., 20, sum_star);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index == 101);
 
     package.index = 0;
     std::cout << "Check no star check.\n";
     
-    package = CheckRoiForStar(noStar, 64, 64, 100, 20, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(noStar, 64, 64, 100, 0.6, 1, 32., 32., 20, sum_star);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index == 102);
     
     package.index = 0;
     std::cout << "Check too low signal check.\n";
     
-    package = CheckRoiForStar(starImg, 64, 64, 10000, 20, 0.6, 1, 32., 32., 20, sum_star);
+    package = CheckRoiForStar(starImg, 64, 64, 10000, 0.6, 1, 32., 32., 20, sum_star);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index == 104);
     
-    package.index = 0;
-    std::cout << "Check too low sigma check.\n";
-    
-    package = CheckRoiForStar(starImg, 64, 64, 100, 200, 0.6, 1, 32., 32., 20, sum_star);
-    std::cout << package.index << "\n";
-    CPPUNIT_ASSERT(package.index == 105);
-
     package.index = 0;
     std::cout << "Check too low pearson check.\n";
 
     std_threshold(starImg, 64, 64);
-    package = CheckRoiForStar(starImg, 64, 64, 100, 20, 1.0, 1, 32., 32., 50, 18000);
+    package = CheckRoiForStar(starImg, 64, 64, 100, 1.0, 1, 32., 32., 50, 18000);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index == 106);
 
     package.index = 0;
-    std::cout << "Check valid output.\n";
+    std::cout << "Check valid output FGS1.\n";
     
-    package = CheckRoiForStar(starImg, 64, 64, 100, 20, 0.0, 1, 32., 32., 50, 18000);
+    package = CheckRoiForStar(starImg, 64, 64, 100, 0.0, 1, 32., 32., 50, 18000);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index < 1.0);
     
     package.index = 0;
-    std::cout << "Check valid output.\n";
+    std::cout << "Check valid output FGS2.\n";
     
-    package = CheckRoiForStar(starImg, 64, 64, 100, 20, 0.0, 2, 32., 32., 50, 18000);
+    package = CheckRoiForStar(starImg, 64, 64, 100, 0.0, 2, 32., 32., 50, 18000);
     std::cout << package.index << "\n";
     CPPUNIT_ASSERT(package.index < 1.0);
 }
@@ -193,22 +186,23 @@ void FCUTest::testAcquisition()
     
     std::cout << "Check valid output.\n";
     std_threshold(acqImg, 200, 200);
-    output = SourceDetection(acqImg, 200, 200, 1, 4, 22000, 50, 20, 3, 5., 5., 100, 50, 0.3);
+    output = SourceDetection(acqImg, 200, 200, 1, 4, 22000, 50, 20, 3, 5., 5., 100, 0.3);
     CPPUNIT_ASSERT(output.x < 100.0);
     CPPUNIT_ASSERT(output.x > 99.0);
     CPPUNIT_ASSERT(output.y < 100.0);
     CPPUNIT_ASSERT(output.y > 99.0);
+    std::cout << output.validity.index << "\n";
     CPPUNIT_ASSERT(output.validity.flag == 1);
     CPPUNIT_ASSERT(output.validity.index < 1.0);
 
     std::cout << "Check no valid target.\n";
 
-    output = SourceDetection(acqImg, 200, 200, 1, 4, 200000, 50, 20, 3, 5., 5., 100, 50, 0.3);
+    output = SourceDetection(acqImg, 200, 200, 1, 4, 200000, 50, 20, 3, 5., 5., 100, 0.3);
     CPPUNIT_ASSERT(output.validity.flag == 0); 
     
     std::cout << "Check dimension check.\n";
 
-    output = SourceDetection(acqImg, 2, 2, 1, 4, sum_acq, 50, 20, 3, 5., 5., 100, 50, 0.3);
+    output = SourceDetection(acqImg, 2, 2, 1, 4, sum_acq, 50, 20, 3, 5., 5., 100, 0.3);
     CPPUNIT_ASSERT(output.validity.flag == 0); 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output.x, 0.0, 1e-7);    
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output.y, 0.0, 1e-7);
@@ -220,7 +214,7 @@ void FCUTest::testCentroid()
 
     std::cout << "Check valid output.\n";
     std_threshold(starImg, 64, 64);
-    output = ArielCoG(starImg, 64, 64, 5, 5., 5., 1, 100, 20, 0.3, 50, 18000);
+    output = ArielCoG(starImg, 64, 64, 5, 5., 5., 1, 100, 0.3, 50, 18000);
     CPPUNIT_ASSERT(output.x < 32.0);
     CPPUNIT_ASSERT(output.x > 31.0);
     CPPUNIT_ASSERT(output.y < 32.0);
@@ -230,7 +224,7 @@ void FCUTest::testCentroid()
 
     std::cout << "Check invalid output.\n";
 
-    output = ArielCoG(noStar, 64, 64, 5, 5., 5., 1, 100, 200, 0.3, 50, sum_star);
+    output = ArielCoG(noStar, 64, 64, 5, 5., 5., 1, 100, 0.3, 50, sum_star);
     CPPUNIT_ASSERT(output.validity.flag == 0); 
 
 }
diff --git a/test/HFSTest.cpp b/test/HFSTest.cpp
index e8e8786..55cf39c 100644
--- a/test/HFSTest.cpp
+++ b/test/HFSTest.cpp
@@ -25,13 +25,15 @@ void HFSTest::testConstructor()
 {
     struct hfs_state state;
     char path[] = "./test/HFS_config_test.xml";
+    char path_alt[] = "./test/HFS_config_test_alt.xml";
     char* real_path = realpath(path, NULL);
-
+    char* real_path_alt = realpath(path_alt, NULL);
     FGS fgs(real_path);
+    FGS fgs_alt(real_path_alt);
 
     state = fgs.get_hfs_state();
 
-    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.timestep, 0.015625, 0.001);
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.timestep, 0.0125, 0.001);
   
     CPPUNIT_ASSERT_EQUAL((int) state.rand_seed, 135412);
 
@@ -49,7 +51,7 @@ void HFSTest::testConstructor()
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.dark_mean, 1, 0.001);
 
-    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.hp_amount, 0, 0.0);
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.gain, 1.0, 0.001);
 
     CPPUNIT_ASSERT_EQUAL((int) state.full_well_cap, 100000);
 
@@ -61,7 +63,7 @@ void HFSTest::testConstructor()
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.reset_end, 0.0, 0.001);
 
-    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.timing_tolerance, 0.0, 0.001);
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.timing_tolerance, 0.005, 0.001);
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.ps_fgs1, 175.0, 0.001);
 
@@ -82,7 +84,7 @@ void HFSTest::testConstructor()
 
     CPPUNIT_ASSERT_EQUAL((int)state.channel, 1);
 
-    //CPPUNIT_ASSERT(strncmp(state.mode, "Tracking", 7) == 0);
+    CPPUNIT_ASSERT_EQUAL(state.mode, 2);
 
     CPPUNIT_ASSERT_EQUAL((int) state.fwhm1_x, 5);
     CPPUNIT_ASSERT_EQUAL((int) state.fwhm1_y, 5);
@@ -90,15 +92,15 @@ void HFSTest::testConstructor()
     CPPUNIT_ASSERT_EQUAL((int) state.fwhm2_x, 6);
     CPPUNIT_ASSERT_EQUAL((int) state.fwhm2_y, 6);
     
-    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_delay, 0.5, 0.001);
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_delay_channel, 0.5, 0.001);
+
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_delay_mode, 0.5, 0.001);
     
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_end, 0.0, 0.001);
 
-    CPPUNIT_ASSERT_EQUAL((int) state.target_signal, 80000);
+    CPPUNIT_ASSERT_EQUAL((int) state.target_signal, 60000);
     
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.lower_sig_lim, 1.0, 0.001);
-
-    CPPUNIT_ASSERT_EQUAL((int) state.val_sigma, 10);
     
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.pearson_limit, 0.6, 0.001);
 
@@ -108,9 +110,9 @@ void HFSTest::testConstructor()
 
     CPPUNIT_ASSERT_EQUAL((int)state.med_track, 1);
 
-    CPPUNIT_ASSERT_EQUAL((int)state.tolerance_track, 20);
+    CPPUNIT_ASSERT_EQUAL((int)state.tolerance_track, 30);
 
-    CPPUNIT_ASSERT_EQUAL((int)state.threshold_track, 1);
+    CPPUNIT_ASSERT_EQUAL((int)state.threshold_track, 2);
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.delay_track, 0.02, 0.001);
 
@@ -120,28 +122,37 @@ void HFSTest::testConstructor()
 
     CPPUNIT_ASSERT_EQUAL((int)state.iter_acq, 3);
 
-    CPPUNIT_ASSERT_EQUAL((int)state.med_acq, 0);
+    CPPUNIT_ASSERT_EQUAL((int)state.med_acq, 1);
 
-    CPPUNIT_ASSERT_EQUAL((int)state.threshold_acq, 1);
+    CPPUNIT_ASSERT_EQUAL((int)state.threshold_acq, 2);
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.delay_acq, 0.1, 0.001);
 
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.exp_acq, 0.5, 0.001);
 
-    CPPUNIT_ASSERT_EQUAL((int) state.tolerance_acq, 20);
+    CPPUNIT_ASSERT_EQUAL((int) state.tolerance_acq, 30);
     
     CPPUNIT_ASSERT_EQUAL((int) state.acq_dim_fgs1, 128);
     
-    CPPUNIT_ASSERT_EQUAL((int) state.acq_dim_fgs2, 161);
+    CPPUNIT_ASSERT_EQUAL((int) state.acq_dim_fgs2, 162);
 
-    CPPUNIT_ASSERT_EQUAL((int) state.max_targets, 10);
+    CPPUNIT_ASSERT_EQUAL((int) state.max_targets, 25);
 
     CPPUNIT_ASSERT_EQUAL((int) state.extension_sigma, 1000);
 
+    CPPUNIT_ASSERT_EQUAL((int) state.ramp_length, 100);
+
+    CPPUNIT_ASSERT_EQUAL((int) state.ramp_counter, 0);
+
+    CPPUNIT_ASSERT_EQUAL((int) state.sat_limit, 5);
+
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.x_smear_0, 0.0, 0.001);
     
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.y_smear_0, 0.0, 0.001);
 
+    state = fgs_alt.get_hfs_state();
+
+    CPPUNIT_ASSERT_EQUAL((int)state.channel, 2);
 }
 
 void HFSTest::testChannelChange()
@@ -178,7 +189,7 @@ void HFSTest::testModeChange()
 
     state = fgs.get_hfs_state();
 
-    CPPUNIT_ASSERT(strcmp(state.mode, "Acquisition") == 0);
+    CPPUNIT_ASSERT_EQUAL(state.mode, 1);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.delay, 0.1, 0.001);
     CPPUNIT_ASSERT_EQUAL((int)state.dim_x, 128);
     CPPUNIT_ASSERT_EQUAL((int)state.dim_y, 128);
@@ -187,7 +198,7 @@ void HFSTest::testModeChange()
     fgs.set_mode("Tracking");
 
     state = fgs.get_hfs_state();
-    CPPUNIT_ASSERT(strcmp(state.mode, "Tracking") == 0);
+    CPPUNIT_ASSERT_EQUAL(state.mode, 2);
 }
 
 void HFSTest::testTransformation()
@@ -203,21 +214,21 @@ void HFSTest::testTransformation()
     double output[2];
     double velRes;
 
-    fgs.transform_to_detector(vecx, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecx, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 1e-5*(360/TWO_PI)*3600000/175.00, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 0, 1e-7);
 
-    fgs.transform_to_detector(vecy, vecVel, 0, 0, output);
+    fgs.transform_to_detector(vecy, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-7);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 1e-5*(360/TWO_PI)*3600000/175.0, 1e-5);
 
-    fgs.transform_to_detector(vecz, vecVel, 0, 0, output);
+    fgs.transform_to_detector(vecz, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 0, 1e-5);
 
     vecVel[0] = 5;
 
-    fgs.transform_to_detector(vecx, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecx, vecVel, output);
 
     velRes = (1e-5 + 5/CVEL)*(360/TWO_PI)*3600000/175.0;
 
@@ -227,7 +238,7 @@ void HFSTest::testTransformation()
     vecVel[0] = 0;
     vecVel[1] = 5;
 
-    fgs.transform_to_detector(vecy, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecy, vecVel, output);
     velRes = (1e-5 + 5/CVEL)*(360/TWO_PI)*3600000/175.0;
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], velRes, 1e-5);
@@ -239,23 +250,23 @@ void HFSTest::testTransformation()
     vecx[0] = 1e-5;
     vecx[1] = 0;
     vecx[2] = 1;
-    fgs.transform_to_detector(vecx, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecx, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 1e-5*(360/TWO_PI)*3600000/175.00, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 0, 1e-7);
     vecy[0] = 0;
     vecy[1] = 1e-5;
     vecy[2] = 1;
-    fgs.transform_to_detector(vecy, vecVel, 0, 0, output);
+    fgs.transform_to_detector(vecy, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-7);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 1e-5*(360/TWO_PI)*3600000/175.0, 1e-5);
 
-    fgs.transform_to_detector(vecz, vecVel, 0, 0, output);
+    fgs.transform_to_detector(vecz, vecVel, output);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 0, 1e-5);
 
     vecVel[0] = 5;
 
-    fgs.transform_to_detector(vecx, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecx, vecVel, output);
     velRes = (1e-5 + 5/CVEL)*(360/TWO_PI)*3600000/175.0;
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], velRes, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], 0, 1e-5);
@@ -263,7 +274,7 @@ void HFSTest::testTransformation()
     vecVel[0] = 0;
     vecVel[1] = 5;
 
-    fgs.transform_to_detector(vecy, vecVel, 0, 0,  output);
+    fgs.transform_to_detector(vecy, vecVel, output);
     velRes = (1e-5 + 5/CVEL)*(360/TWO_PI)*3600000/175.0;
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[0], 0, 1e-5);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(output[1], velRes, 1e-5);
@@ -277,10 +288,10 @@ void HFSTest::testMainLoop()
     struct hfs_state state;
     hfs_parameters update;
     outputHfs outPacket;
-    double quat[4] = {0.8892834993148474, -0.0006038143244162956, 0.2873837014059442, -0.3557880006700909};
+    double quat[4] = {0.8689485897529942 , 0.36411458356110155 , -0.3351849018145181, 0.0};
     double vel[3] = {0.0, 0.0, 0.0};
     double time;
-    double dt = 0.015625;
+    double dt = 0.0125;
     unsigned int i;
 
     outPacket.time = 0.;
@@ -330,12 +341,19 @@ void HFSTest::testMainLoop()
     std::cout << "Check exposure start\n";
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.start_exposure, 0.0, 0.00001);
 
+    update.target_pos_x = 1;
+    update.target_pos_y = 2;
+
     update.time = update.time + dt;    
     fgs.set_params(update, &outPacket);
     state = fgs.get_hfs_state();
     std::cout << "Check time propagation\n";
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.sim_time, dt, 0.00001);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.start_exposure, 0.0, 0.00001);
+    CPPUNIT_ASSERT_EQUAL(state.target_pos_x, 1);
+    CPPUNIT_ASSERT_EQUAL(state.target_pos_y, 2);
+    update.target_pos_x = 0;
+    update.target_pos_y = 0;
     for(i = 0; i < 10; i++)
     {
         update.time = update.time + dt;    
@@ -344,10 +362,10 @@ void HFSTest::testMainLoop()
     state = fgs.get_hfs_state();
 
     std::cout << "Check new integration start\n";
-    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.start_exposure, 0.109375, 0.00001);
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.start_exposure, 0.1, 0.00001);
 
     std::cout << "Check generated centroid packet\n";
-    CPPUNIT_ASSERT(outPacket.x < 1);
+    CPPUNIT_ASSERT(outPacket.x > 1);
     CPPUNIT_ASSERT_DOUBLES_EQUAL(outPacket.time, 0.12, 0.01);
 
     std::cout << "Check Channel transition\n";
@@ -355,12 +373,6 @@ void HFSTest::testMainLoop()
     update.channel = 2;
     update.time = update.time + dt;
     fgs.set_params(update, &outPacket);
-    update.time = update.time + dt;
-    fgs.set_params(update, &outPacket);
-    
-    /* Advance time to next centroid generation */
-    update.time = update.time + dt;    
-    fgs.set_params(update, &outPacket); 
 
     state = fgs.get_hfs_state();
     CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_end, update.time + 0.5, 0.0001);
@@ -373,6 +385,36 @@ void HFSTest::testMainLoop()
     state = fgs.get_hfs_state();
     CPPUNIT_ASSERT_EQUAL((int )state.channel, 2);
 
+    std::cout << "Check Mode Transition\n";
+    update.mode = 1;
+    update.time = update.time + dt;
+    fgs.set_params(update, &outPacket);
+    update.target_pos_x = 1;
+    update.target_pos_y = 2;
+
+    state = fgs.get_hfs_state();
+    CPPUNIT_ASSERT_DOUBLES_EQUAL(state.transition_end, update.time + 0.5, 0.0001);
+    for(i = 0; i < 100; i++)
+    {
+        update.time = update.time + dt;    
+        fgs.set_params(update, &outPacket);
+    }
+    state = fgs.get_hfs_state();
+    CPPUNIT_ASSERT_EQUAL((int)state.mode, 1);
+
+    std::cout << "Check borders for Tracking\n";
+
+    update.mode = 2;
+    update.target_pos_x = 80;
+    update.target_pos_y = 80;
+
+    for(i = 0; i < 100; i++)
+    {
+        update.time = update.time + dt;    
+        fgs.set_params(update, &outPacket);
+    }
+    update.target_pos_x = 0;
+    update.target_pos_y = 0;
     std::cout << "Check Reset of FGS\n";
     update.reset = 1;
     update.time = update.time + dt;    
@@ -411,7 +453,7 @@ void HFSTest::testSave()
     double quat[4] = {0.8892834993148474, -0.0006038143244162956, 0.2873837014059442, -0.3557880006700909};
     double vel[3] = {0.0, 0.0, 0.0};
     double time;
-    double dt = 0.015625;
+    double dt = 0.0125;
     unsigned int i;
 
     outPacket.time = 0.;
diff --git a/test/HFS_config_test.xml b/test/HFS_config_test.xml
index c388fb0..7840f9a 100644
--- a/test/HFS_config_test.xml
+++ b/test/HFS_config_test.xml
@@ -1,8 +1,10 @@
 <HFS_MetaInfo>
 
+  <simulation_time>0.0</simulation_time>
+
   <!--  Global timestep of the matlab simulink model.
-        Default: 0.015625 (64Hz)-->
-  <timestep>0.015625</timestep>
+        Default: 0.0125 (80Hz)-->
+  <timestep>0.0125</timestep>
 
   <!-- 	Random seed used in the noise generation -->
   <random_seed>135412</random_seed>
@@ -21,24 +23,22 @@
         flat field is clipped at 1.0 per pixel.  -->
   <flat_sigma>0.03</flat_sigma>
 
-  <!-- Fixed bias value that is included in the final image. -->
+  <!-- Fixed bias value that is included in the final image. Default: 2000 -->
   <bias>2000.0</bias>
 
-  <!--  The mean read noise of a pixel in ADU. -->
+  <!--  The mean read noise of a pixel in ADU. Default: 20 -->
   <readout_noise>20.0</readout_noise>
 
   <!-- The mean bkgr noise in photons per second. -->
   <bkgr_noise>1.1</bkgr_noise>
 
   <!--  The mean dark current in a pixel in electrons per
-        second. -->
+        second. Deefault: 1 -->
   <dark_average>1</dark_average>
 
-  <!--  The fraction of hotpixels of all sensor pixels. These
-        are randomly selected during the simulation. Al-
-        lowed value range: 0.0-1.0. -->
-  <hotpixel_amount>0</hotpixel_amount>
-
+  <!--  The gain to the detectors. Default: 1 -->
+  <gain>1.0</gain>
+  
   <!--  The full well capacity of the detector in ADU  -->
   <full_well_capacity>100000</full_well_capacity>
 
@@ -56,9 +56,9 @@
   <!--  State variable denoting end of ongoing reset, Default: 0-->
   <reset_end>0</reset_end>
 
-  <!--  Tolerance for the timing related checks for centroid generation, rerset 
+  <!--  Tolerance for the timing related checks for centroid generation, reset 
         and transitions, Default: 0.005-->
-  <timing_tolerance>0.0</timing_tolerance>
+  <timing_tolerance>0.005</timing_tolerance>
 
   <!--  relative path of the Psf input files. The psfs are given as 40x40px
         arrays that are stored in the C array format -->
@@ -103,37 +103,68 @@
   <FGS_mode>Tracking</FGS_mode>
 
   <!-- FWHM of the gaussian used as a weighting function in the centroid calculation in px.
-      Default: FGS1: x = 16, y = 15; FGS2: x = 11, y = 14
+      Default: FGS1: x = 5, y = 5; FGS2: x = 6, y = 6
   -->
   <FWHM_FGS1_x>5</FWHM_FGS1_x>
   <FWHM_FGS1_y>5</FWHM_FGS1_y>
   <FWHM_FGS2_x>6</FWHM_FGS2_x>
   <FWHM_FGS2_y>6</FWHM_FGS2_y>
 
+  <!-- Time delay causes by the channel switch in s. -->
+  <transition_delay_channel>0.5</transition_delay_channel>
+
   <!-- Time delay causes by the mode switch in s. -->
-  <transition_delay>0.5</transition_delay>
+  <transition_delay_mode>0.5</transition_delay_mode>
 
-  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 
-  -->
-  <transition_end>0</transition_end>
+  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 -->
+  <transition_end>0.0</transition_end>
 
   <!--  Target signal in ADU per second used for validation -->
-  <target_signal>80000</target_signal>
+  <target_signal>60000</target_signal>
 
   <!--  lower signal limit ("There is a signal" check) for centroid validation in % of target signal. defalt 1%-->
-  <lower_signal_limit>1.0</lower_signal_limit>
-
-  <!--  Sigma threshold in ADU used in the validation procedure -->
-  <validation_sigma>10</validation_sigma>
+  <lower_signal_limit>1</lower_signal_limit>
 
   <!--  Threshold for the Pearson correlation used as the validity index.
         Index can range from -1 to 1. A value of 0.5 to 0.6 serves as a
         decent cutoff for invalid measurements-->
   <validation_pearson_limit>0.6</validation_pearson_limit>
-  
+
   <!-- default failed status of the HFS -->
   <failed_status>0</failed_status>
 
+  <!--  Ramp length in samples. Default: 100 -->
+  <ramp_length>100</ramp_length>
+
+  <!-- current position in the ramp. Default: 0 -->
+  <ramp_counter>0</ramp_counter>
+
+  <!-- Maximum ramp length. Default: 150 -->
+  <max_ramp>150</max_ramp>
+  
+  <!-- Limit for staturated pixels in an image. At this limit, the centroid will be set invalid. 
+  Used for the Snowball detection. Default: 5 -->
+  <saturation_limit>5</saturation_limit>
+  
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS1 -->
+  <reset_calibration_FGS1>./Calibration_FGS1.txt</reset_calibration_FGS1>
+
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS2 -->
+  <reset_calibration_FGS2>./Calibration_FGS2.txt</reset_calibration_FGS2>
+  
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 -->
+  <hp_map_FGS1>./hotPixels_FGS1.txt</hp_map_FGS1>
+
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 --> 
+  <hp_map_FGS2>./hotPixels_FGS2.txt</hp_map_FGS2>
+
+  <!-- Noise of the reset anomaly -->
+  <reset_noise>10</reset_noise>
+
+  <!--  The radius of the circular field of view in arcsec. set to zero for full FoV. 
+   Default: 22 -->
+  <circular_fov_radius>22</circular_fov_radius>
+
   <!--  Configuration of the Tracking procedure -->
   <Tracking>
     <!--  Iterations of the algorithm. Standard is 5 -->
@@ -141,14 +172,14 @@
     <!--  Toogle optional median filter -->
     <median_filter>1</median_filter>
     <!--  Toogle thresholding -->
-    <thresholding>1</thresholding>
+    <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
           Note: must be lower than the integration time (0.125 s) -->
     <delay>0.02</delay>
     <!-- Exposure time for mode Tracking in s, default: 0.1 -->
     <exposure_time>0.1</exposure_time>
-    <!--  Brightness tolerance for Validation default is 20% -->
-    <tolerance>20</tolerance>
+    <!--  Brightness tolerance for Validation default is 30% -->
+    <tolerance>30</tolerance>
     <!-- Dimension of the Tracking window in px, default: 64 -->
     <dim>64</dim>
   </Tracking>
@@ -158,22 +189,22 @@
     <!--  Iterations of the algorithm. Standard is 3 -->
     <iterations>3</iterations>
     <!--  Toogle optional median filter -->
-    <median_filter>0</median_filter>
+    <median_filter>1</median_filter>
     <!--  Toogle thresholding -->
-    <thresholding>1</thresholding>
+    <thresholding>2</thresholding>
     <!--  Delay of the centroid packet in seconds.
           Note: must be lower than the integration time (0.5 s) -->
     <delay>0.1</delay>
     <!-- Exposure time for mode Acquisition in s, default: 0.5 -->
     <exposure_time>0.5</exposure_time>
-    <!--  Brightness tolerance for target identification default is 20% -->
-    <tolerance>20</tolerance>
+    <!--  Brightness tolerance for target identification default is 30% -->
+    <tolerance>30</tolerance>
     <!-- Dimensiton of the Acquisition window for FGS1, default: 128px -->
     <FGS1_dim>128</FGS1_dim>
-    <!-- Dimensiton of the Acquisition window for FGS2, default: 161px -->
-    <FGS2_dim>161</FGS2_dim>
-    <!-- Limit of brightest sources to be considered in the source extraction. Default: 10-->
-    <target_limit>10</target_limit>
+    <!-- Dimensiton of the Acquisition window for FGS2, default: 162px -->
+    <FGS2_dim>162</FGS2_dim>
+    <!-- Limit of brightest sources to be considered in the source extraction. Default: 25-->
+    <target_limit>25</target_limit>
     <!-- Signal Sigma Limit for Source extent check. Default: 1000. Possible cause for 107 error if set too high-->
     <extension_sigma>1000</extension_sigma>
   </Acquisition>
@@ -185,14 +216,23 @@
   	Only applicable for saved states-->
   <use_saved_files>0</use_saved_files>
 
-  <hp_map>./HP_map.txt</hp_map>
-
   <flat>./flat_field.txt</flat>
 
   <smear>./smear_kernel.txt</smear>
 
-  <smear_x>0.0</smear_x>
-  <smear_y>0.0</smear_y>
+  <ramp>./ramp_input.txt</ramp>
 
+  <previous_image>./previous_image.txt</previous_image>
 
+  <smear_x>0.0</smear_x>
+  <smear_y>0.0</smear_y>
+  
+  <centroid_x>0</centroid_x>
+  <centroid_y>0</centroid_y>
+  <centroid_time>0</centroid_time>
+  <centroid_valid>0</centroid_valid>
+  <centroid_index>0</centroid_index>
+  <centroid_mag>0</centroid_mag>
+  <centroid_send>0</centroid_send>
+  
 </HFS_MetaInfo>
diff --git a/test/HFS_config_test_alt.xml b/test/HFS_config_test_alt.xml
new file mode 100644
index 0000000..3c192db
--- /dev/null
+++ b/test/HFS_config_test_alt.xml
@@ -0,0 +1,237 @@
+<HFS_MetaInfo>
+
+  <simulation_time>0.0</simulation_time>
+
+  <!--  Global timestep of the matlab simulink model.
+        Default: 0.0125 (80Hz)-->
+  <timestep>0.0125</timestep>
+
+  <!-- 	Random seed used in the noise generation -->
+  <random_seed>135412</random_seed>
+
+  <!-- 	Starting time of last integration, used for saving the current
+      	simulator state. Default for new runs: 0 -->
+  <integration_start>0</integration_start>
+
+  <!--  The mean value for pixel sensitivities. Allowed
+        value range: 0.0-1.0. Note that the simulated flat
+        field is clipped at 1.0 per pixel. -->
+  <flat_mean>0.97</flat_mean>
+
+  <!--  The standard deviation of the pixel sensitivities. Al-
+        lowed value range: 0.0-1.0. Note that the simulated
+        flat field is clipped at 1.0 per pixel.  -->
+  <flat_sigma>0.03</flat_sigma>
+
+  <!-- Fixed bias value that is included in the final image. Default: 2000 -->
+  <bias>2000.0</bias>
+
+  <!--  The mean read noise of a pixel in ADU. Default: 20 -->
+  <readout_noise>20.0</readout_noise>
+
+  <!-- The mean bkgr noise in photons per second. -->
+  <bkgr_noise>1.1</bkgr_noise>
+
+  <!--  The mean dark current in a pixel in electrons per
+        second. Deefault: 1 -->
+  <dark_average>1</dark_average>
+  
+  <!--  The gain to the detectors. Default: 1 -->
+  <gain>1.0</gain>
+  <!--  The full well capacity of the detector in ADU  -->
+  <full_well_capacity>100000</full_well_capacity>
+
+  <!--  The difference threshold in ADU at which the median filter will replace
+        the image value with the local median -->
+  <median_filter_threshold>1000</median_filter_threshold>
+
+  <!--  Standard deviation of the centroid error induced by the spacecraft
+        jitter during the integration period in mas. -->
+  <jitter_error_std>5.0</jitter_error_std>
+
+  <!--  Duration of the simulated FCU reset in s -->
+  <reset_duration>0.5</reset_duration>
+
+  <!--  State variable denoting end of ongoing reset, Default: 0-->
+  <reset_end>0</reset_end>
+
+  <!-- Limit for staturated pixels in an image. At this limit, the centroid will be set invalid. 
+  Used for the Snowball detection. Default: 5 -->
+  <saturation_limit>5</saturation_limit>
+  
+  <!--  Tolerance for the timing related checks for centroid generation, reset 
+        and transitions, Default: 0.005-->
+  <timing_tolerance>0.005</timing_tolerance>
+
+  <!--  relative path of the Psf input files. The psfs are given as 40x40px
+        arrays that are stored in the C array format -->
+
+  <FGS1_Psf>./FGS1_270nm.txt</FGS1_Psf>
+
+  <FGS2_Psf>./FGS2_270nm.txt</FGS2_Psf>
+
+  <!-- Plate scale of FGS1 in mas/px, Default: 175 -->
+  <FGS1_PS>175.0</FGS1_PS>
+
+  <!-- Plate scale of FGS2 in mas/px, Default: 136 -->
+  <FGS2_PS>137.0</FGS2_PS>
+  
+  <!-- Focal length of FGS1 in m, Default: 21.21 -->
+  <FGS1_FL>21.21</FGS1_FL>
+
+  <!-- Focal length of FGS2 in m, Default: 27.08 -->
+  <FGS2_FL>27.08</FGS2_FL>
+
+  <!-- Quantum efficiency of FGS1, Default: 0.58 -->
+  <FGS1_QE>0.58</FGS1_QE>
+
+  <!-- Quantum efficiency of FGS2, Default: 0.70 -->
+  <FGS2_QE>0.70</FGS2_QE>
+
+  <!-- Angular missalignment of the FGS channels from the optical axis in the the detector plane in mas, No default values available -->
+  <FGS1_Offset_X>0</FGS1_Offset_X>
+  <FGS1_Offset_Y>0</FGS1_Offset_Y>
+
+  <FGS2_Offset_X>0</FGS2_Offset_X>
+  <FGS2_Offset_Y>0</FGS2_Offset_Y>
+
+  <!--  Starting channel of the Simulator: 1 or 2 -->
+  <FGS_channel>2</FGS_channel>
+
+  <!--  Starting operational mode of the Simulator. Possible entries are:
+        - Tracking
+        - Acquisition
+        - Standby
+  -->
+  <FGS_mode>Acquisition</FGS_mode>
+
+  <!-- FWHM of the gaussian used as a weighting function in the centroid calculation in px.
+      Default: FGS1: x = 5, y = 5; FGS2: x = 6, y = 6
+  -->
+  <FWHM_FGS1_x>5</FWHM_FGS1_x>
+  <FWHM_FGS1_y>5</FWHM_FGS1_y>
+  <FWHM_FGS2_x>6</FWHM_FGS2_x>
+  <FWHM_FGS2_y>6</FWHM_FGS2_y>
+
+  <!-- Time delay causes by the channel switch in s. -->
+  <transition_delay_channel>0.5</transition_delay_channel>
+
+  <!-- Time delay causes by the mode switch in s. -->
+  <transition_delay_mode>0.5</transition_delay_mode>
+
+  <!--  End time of an ongoing transition. Used for State saving. 0 denotes no transition. Default: 0 -->
+  <transition_end>0.0</transition_end>
+
+  <!--  Target signal in ADU per second used for validation -->
+  <target_signal>60000</target_signal>
+
+  <!--  lower signal limit ("There is a signal" check) for centroid validation in % of target signal. defalt 1%-->
+  <lower_signal_limit>1</lower_signal_limit>
+
+  <!--  Threshold for the Pearson correlation used as the validity index.
+        Index can range from -1 to 1. A value of 0.5 to 0.6 serves as a
+        decent cutoff for invalid measurements-->
+  <validation_pearson_limit>0.6</validation_pearson_limit>
+
+  <!-- default failed status of the HFS -->
+  <failed_status>0</failed_status>
+
+  <!--  Ramp length in samples. Default: 100 -->
+  <ramp_length>100</ramp_length>
+
+  <!-- current position in the ramp. Default: 0 -->
+  <ramp_counter>0</ramp_counter>
+  
+  <!-- Maximum ramp length. Default: 150 -->
+  <max_ramp>150</max_ramp>
+  
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS1 -->
+  <reset_calibration_FGS1>./Calibration_FGS1.txt</reset_calibration_FGS1>
+
+  <!-- Calibration and hot pixel map that replaces the first sample of a ramp for FGS2 -->
+  <reset_calibration_FGS2>./Calibration_FGS2.txt</reset_calibration_FGS2>
+  
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 -->
+  <hp_map_FGS1>./hotPixels_FGS1.txt</hp_map_FGS1>
+
+  <!--  Name of the Hot and Dead Pixel input map to be used by the HFS for FGS2 --> 
+  <hp_map_FGS2>./hotPixels_FGS2.txt</hp_map_FGS2>
+
+  <!-- Noise of the reset anomaly -->
+  <reset_noise>10</reset_noise>
+
+  <!--  The radius of the circular field of view in arcsec. set to zero for full FoV. 
+   Default: 22 -->
+  <circular_fov_radius>0</circular_fov_radius>
+
+  <!--  Configuration of the Tracking procedure -->
+  <Tracking>
+    <!--  Iterations of the algorithm. Standard is 5 -->
+    <iterations>5</iterations>
+    <!--  Toogle optional median filter -->
+    <median_filter>1</median_filter>
+    <!--  Toogle thresholding -->
+    <thresholding>2</thresholding>
+    <!--  Delay of the centroid packet in seconds.
+          Note: must be lower than the integration time (0.125 s) -->
+    <delay>0.02</delay>
+    <!-- Exposure time for mode Tracking in s, default: 0.1 -->
+    <exposure_time>0.1</exposure_time>
+    <!--  Brightness tolerance for Validation default is 30% -->
+    <tolerance>30</tolerance>
+    <!-- Dimension of the Tracking window in px, default: 64 -->
+    <dim>64</dim>
+  </Tracking>
+
+  <!--  Configuration of the Acquisition procedure -->
+  <Acquisition>
+    <!--  Iterations of the algorithm. Standard is 3 -->
+    <iterations>3</iterations>
+    <!--  Toogle optional median filter -->
+    <median_filter>0</median_filter>
+    <!--  Toogle thresholding -->
+    <thresholding>2</thresholding>
+    <!--  Delay of the centroid packet in seconds.
+          Note: must be lower than the integration time (0.5 s) -->
+    <delay>0.1</delay>
+    <!-- Exposure time for mode Acquisition in s, default: 0.5 -->
+    <exposure_time>0.5</exposure_time>
+    <!--  Brightness tolerance for target identification default is 30% -->
+    <tolerance>30</tolerance>
+    <!-- Dimensiton of the Acquisition window for FGS1, default: 128px -->
+    <FGS1_dim>128</FGS1_dim>
+    <!-- Dimensiton of the Acquisition window for FGS2, default: 162px -->
+    <FGS2_dim>162</FGS2_dim>
+    <!-- Limit of brightest sources to be considered in the source extraction. Default: 25-->
+    <target_limit>25</target_limit>
+    <!-- Signal Sigma Limit for Source extent check. Default: 1000. Possible cause for 107 error if set too high-->
+    <extension_sigma>1000</extension_sigma>
+  </Acquisition>
+
+  <!--  Relative path to the star catalogue -->
+  <Star_catalogue>./src/Star_catalogue.csv</Star_catalogue>
+
+  <!-- 	Flag indicating if images features shall be generated from existing files. 
+  	Only applicable for saved states-->
+  <use_saved_files>0</use_saved_files>
+
+  <flat>./flat_field.txt</flat>
+
+  <smear>./smear_kernel.txt</smear>
+
+  <ramp>./ramp_input.txt</ramp>
+
+  <previous_image>./previous_image.txt</previous_image>
+
+  <smear_x>0.0</smear_x>
+  <smear_y>0.0</smear_y>
+  
+  <centroid_x>0</centroid_x>
+  <centroid_y>0</centroid_y>
+  <centroid_time>0</centroid_time>
+  <centroid_valid>0</centroid_valid>
+  <centroid_index>0</centroid_index>
+  <centroid_mag>0</centroid_mag>
+  <centroid_send>0</centroid_send>
+
+</HFS_MetaInfo>
diff --git a/test/example.cpp b/test/example.cpp
index 75f300f..c5c0f67 100644
--- a/test/example.cpp
+++ b/test/example.cpp
@@ -20,10 +20,10 @@ int main()
   /*The resuling measurement of the */
   double quat[4] = {0.8689485897529942 , 0.36411458356110155 , -0.3351849018145181, 0.0};
   double vel[3] = {0.0, 0.0, 0.0};
-
+  
   /*Initialise FGS simulator by calling constructor*/
   FGS fgs(real_path);
-
+  free(real_path);
   sum_x_acq = 0.;
   sum_y_acq = 0.;
   sum_x_tra = 0.;
@@ -71,7 +71,7 @@ int main()
   update.target_pos_y = 0;
     
   /*Set signal for target identification in ADU/s*/
-  update.validation_signal = 80000;
+  update.validation_signal = (unsigned int) 80000*0.655;
 
   /*Unit quaternion of the current SC attitude in reference to J2000*/
   update.position_quat[0] = quat[0];
@@ -89,6 +89,7 @@ int main()
   update.ang_rate[2] = 1;
 
   auto t1 = high_resolution_clock::now();
+  
   for(i = 0; i < 1000; i++)
   {
     /*time step equivilant to 64Hz sampling*/
@@ -96,7 +97,7 @@ int main()
       updated once the measurement packet was sent*/
     fgs.set_params(update, &outPacket);
     /*Print measurement if it changed*/
-    update.time = update.time + 0.015625;
+    update.time = update.time + 0.0125;
     if(time != outPacket.time)
     {
       time = outPacket.time;
@@ -106,6 +107,7 @@ int main()
       ctr_tra++;
     }
   }
+ 
 
   /*change mode*/
   std::cout << "###################################\n";
@@ -117,10 +119,10 @@ int main()
   /*Unit quaternion of the current SC attitude in reference to J2000*/
   update.position_quat[0] = quat[0];
 
-  for(i = 0; i < 10000; i++)
+  for(i = 0; i < 1000; i++)
   {
     fgs.set_params(update, &outPacket);
-    update.time = update.time + 0.015625;
+    update.time = update.time + 0.0125;
 
     if(time != outPacket.time)
     {
@@ -131,7 +133,9 @@ int main()
       ctr_acq++;
     }
   }
+
   /*Another mode change and centroids are set to invalid*/
+
   std::cout << "###################################\n";
   std::cout << "Mode Change Acquisition -> Tracking\n";
   std::cout << "Centroids set to invalid\n";
@@ -143,7 +147,7 @@ int main()
   for(i = 0; i < 1000; i++)
   {
     fgs.set_params(update, &outPacket);
-    update.time = update.time + 0.015625;
+    update.time = update.time + 0.0125;
 
     if(time != outPacket.time)
 	{
@@ -160,10 +164,11 @@ int main()
   update.mode = 0;
   update.set_invalid = 0;
 
+
   for(i = 0; i < 1000; i++)
   {
     fgs.set_params(update, &outPacket);
-    update.time = update.time + 0.015625; 
+    update.time = update.time + 0.0125; 
     if(time != outPacket.time)
     {
       time = outPacket.time;
@@ -181,9 +186,9 @@ int main()
   std::cout << "Sim is " << outPacket.time / (ms_double.count()/1000) << " times faster than real time!\n";
 
   std::cout << "Mean Measurement for Tracking: \n x: " << sum_x_tra/ctr_tra << "\n y: " << sum_y_tra/ctr_tra << "\n\n";
-  std::cout << "Tracking Reference Values: \n x: 626.992mas\n y: 434.458mas\n\n";
+  std::cout << "Tracking Reference Values: \n x: 450.99mas\n y: 252.362mas\n\n";
 
   std::cout << "Mean Measurement for Acquisition: \n x: " << sum_x_acq/ctr_acq << "\n y: " << sum_y_acq/ctr_acq << "\n\n";
-  std::cout << "Acquisition Reference Values: \n x: 797.934mas\n y: 435.655mas\n\n";
+  std::cout << "Acquisition Reference Values: \n x: 675.908mas\n y: 253.698mas\n\n";
 
 }
-- 
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