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Add orbit observer #595

Merged
merged 17 commits into from
Mar 7, 2024
19 changes: 19 additions & 0 deletions data/sample/initialize_files/components/orbit_observer.ini
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[ORBIT_OBSERVER]
// Noise definition frame
// INERTIAL: Inertial frame
// RTN: RTN frame
noise_frame = INERTIAL

// Standard deviation of position and velocity noise [m, m/s]
// The frame definition can be selected above
noise_standard_deviation(0) = 1000 // Position-X
noise_standard_deviation(1) = 2000 // Position-Y
noise_standard_deviation(2) = 3000 // Position-Z
noise_standard_deviation(3) = 30 // Velocity-X
noise_standard_deviation(4) = 20 // Velocity-Y
noise_standard_deviation(5) = 10 // Velocity-Z


[COMPONENT_BASE]
// Prescaler with respect to the component update period
prescaler = 1
1 change: 1 addition & 0 deletions data/sample/initialize_files/sample_satellite.ini
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Expand Up @@ -146,6 +146,7 @@ force_generator_file = INI_FILE_DIR_FROM_EXE/components/force_generator.ini
torque_generator_file = INI_FILE_DIR_FROM_EXE/components/torque_generator.ini
angular_velocity_observer_file = INI_FILE_DIR_FROM_EXE/components/angular_velocity_observer.ini
attitude_observer_file = INI_FILE_DIR_FROM_EXE/components/attitude_observer.ini
orbit_observer_file = INI_FILE_DIR_FROM_EXE/components/orbit_observer.ini
antenna_file = INI_FILE_DIR_FROM_EXE/components/spacecraft_antenna.ini
component_interference_file = INI_FILE_DIR_FROM_EXE/components/component_interference.ini
telescope_file = INI_FILE_DIR_FROM_EXE/components/telescope.ini
126 changes: 126 additions & 0 deletions scripts/Plot/plot_orbit_observer.py
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#
# Plot orbit observer
#
# arg[1] : read_file_tag : time tag for default CSV output log file. ex. 220627_142946
#

#
# Import
#
# plots
import matplotlib.pyplot as plt
# numpy
import numpy as np
# local function
from common import find_latest_log_tag
from common import add_log_file_arguments
from common import read_3d_vector_from_csv
from common import read_scalar_from_csv
# arguments
import argparse

# Arguments
aparser = argparse.ArgumentParser()
aparser = add_log_file_arguments(aparser)
aparser.add_argument('--no-gui', action='store_true')
args = aparser.parse_args()

#
# Read Arguments
#
# log file path
path_to_logs = args.logs_dir

read_file_tag = args.file_tag
if read_file_tag == None:
print("file tag does not found. use latest.")
read_file_tag = find_latest_log_tag(path_to_logs)

print("log: " + read_file_tag)

#
# CSV file name
#
read_file_name = path_to_logs + '/' + 'logs_' + read_file_tag + '/' + read_file_tag + '_default.csv'

#
# Data read and edit
#
# Read S2E CSV
time = read_scalar_from_csv(read_file_name, 'elapsed_time[s]')

measured_position_eci_m = read_3d_vector_from_csv(read_file_name, 'orbit_observer_position_i', 'm')
true_position_eci_m = read_3d_vector_from_csv(read_file_name, 'spacecraft_position_i', 'm')

measured_velocity_eci_m_s = read_3d_vector_from_csv(read_file_name, 'orbit_observer_velocity_i', 'm/s')
true_velocity_eci_m_s = read_3d_vector_from_csv(read_file_name, 'spacecraft_velocity_i', 'm/s')

# Statistics
position_error_m = measured_position_eci_m[:, 1:] - true_position_eci_m[:, 1:]
position_average = [0.0, 0.0, 0.0]
position_standard_deviation = [0.0, 0.0, 0.0]
velocity_error_m = measured_velocity_eci_m_s[:, 1:] - true_velocity_eci_m_s[:, 1:]
velocity_average = [0.0, 0.0, 0.0]
velocity_standard_deviation = [0.0, 0.0, 0.0]
for i in range(3):
position_average[i] = position_error_m[i].mean()
position_standard_deviation[i] = position_error_m[i].std()
velocity_average[i] = velocity_error_m[i].mean()
velocity_standard_deviation[i] = velocity_error_m[i].std()

#
# Plot
#
unit = ' m'
fig, axis = plt.subplots(3, 1, squeeze = False, tight_layout = True, sharex = True)
axis[0, 0].plot(time[0], measured_position_eci_m[0], marker=".", c="red", label="MEASURED-X")
axis[0, 0].plot(time[0], true_position_eci_m[0], marker=".", c="orange", label="TRUE-X")
axis[0, 0].text(0.01, 0.99, "Error average:" + format(position_average[0], '+.2e') + unit, verticalalignment = 'top', transform = axis[0, 0].transAxes)
axis[0, 0].text(0.01, 0.79, "Standard deviation:" + format(position_standard_deviation[0], '+.2e') + unit, verticalalignment = 'top', transform = axis[0, 0].transAxes)
axis[0, 0].legend(loc = 'upper right')

axis[1, 0].plot(time[0], measured_position_eci_m[1], marker=".", c="green", label="MEASURED-Y")
axis[1, 0].plot(time[0], true_position_eci_m[1], marker=".", c="yellow", label="TRUE-Y")
axis[1, 0].text(0.01, 0.99, "Error average:" + format(position_average[1], '+.2e') + unit, verticalalignment = 'top', transform = axis[1, 0].transAxes)
axis[1, 0].text(0.01, 0.79, "Standard deviation:" + format(position_standard_deviation[1], '+.2e') + unit, verticalalignment = 'top', transform = axis[1, 0].transAxes)
axis[1, 0].legend(loc = 'upper right')

axis[2, 0].plot(time[0], measured_position_eci_m[2], marker=".", c="blue", label="MEASURED-Z")
axis[2, 0].plot(time[0], true_position_eci_m[2], marker=".", c="purple", label="TRUE-Z")
axis[2, 0].text(0.01, 0.99, "Error average:" + format(position_average[2], '+.2e') + unit, verticalalignment = 'top', transform = axis[2, 0].transAxes)
axis[2, 0].text(0.01, 0.79, "Standard deviation:" + format(position_standard_deviation[2], '+.2e') + unit, verticalalignment = 'top', transform = axis[2, 0].transAxes)
axis[2, 0].legend(loc = 'upper right')

fig.suptitle("Orbit observer position results @ ECI")
fig.supylabel("Position [m]")
fig.supxlabel("Time [s]")

unit = ' m/s'
fig, axis = plt.subplots(3, 1, squeeze = False, tight_layout = True, sharex = True)
axis[0, 0].plot(time[0], measured_velocity_eci_m_s[0], marker=".", c="red", label="MEASURED-X")
axis[0, 0].plot(time[0], true_velocity_eci_m_s[0], marker=".", c="orange", label="TRUE-X")
axis[0, 0].text(0.01, 0.99, "Error average:" + format(velocity_average[0], '+.2e') + unit, verticalalignment = 'top', transform = axis[0, 0].transAxes)
axis[0, 0].text(0.01, 0.79, "Standard deviation:" + format(velocity_standard_deviation[0], '+.2e') + unit, verticalalignment = 'top', transform = axis[0, 0].transAxes)
axis[0, 0].legend(loc = 'upper right')

axis[1, 0].plot(time[0], measured_velocity_eci_m_s[1], marker=".", c="green", label="MEASURED-Y")
axis[1, 0].plot(time[0], true_velocity_eci_m_s[1], marker=".", c="yellow", label="TRUE-Y")
axis[1, 0].text(0.01, 0.99, "Error average:" + format(velocity_average[1], '+.2e') + unit, verticalalignment = 'top', transform = axis[1, 0].transAxes)
axis[1, 0].text(0.01, 0.79, "Standard deviation:" + format(velocity_standard_deviation[1], '+.2e') + unit, verticalalignment = 'top', transform = axis[1, 0].transAxes)
axis[1, 0].legend(loc = 'upper right')

axis[2, 0].plot(time[0], measured_velocity_eci_m_s[2], marker=".", c="blue", label="MEASURED-Z")
axis[2, 0].plot(time[0], true_velocity_eci_m_s[2], marker=".", c="purple", label="TRUE-Z")
axis[2, 0].text(0.01, 0.99, "Error average:" + format(velocity_average[2], '+.2e') + unit, verticalalignment = 'top', transform = axis[2, 0].transAxes)
axis[2, 0].text(0.01, 0.79, "Standard deviation:" + format(velocity_standard_deviation[2], '+.2e') + unit, verticalalignment = 'top', transform = axis[2, 0].transAxes)
axis[2, 0].legend(loc = 'upper right')

fig.suptitle("Orbit observer velocity results @ ECI")
fig.supylabel("Velocity [m/s]")
fig.supxlabel("Time [s]")

# Data save
if args.no_gui:
plt.savefig(read_file_tag + "_orbit_observer.png") # save last figure only
else:
plt.show()
1 change: 1 addition & 0 deletions src/components/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@ ideal/force_generator.cpp
ideal/torque_generator.cpp
ideal/angular_velocity_observer.cpp
ideal/attitude_observer.cpp
ideal/orbit_observer.cpp

real/mission/telescope.cpp

Expand Down
102 changes: 102 additions & 0 deletions src/components/ideal/orbit_observer.cpp
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/*
* @file orbit_observer.cpp
* @brief Ideal component which can observe orbit
*/

#include "orbit_observer.hpp"

#include <library/initialize/initialize_file_access.hpp>
#include <library/randomization/global_randomization.hpp>

OrbitObserver::OrbitObserver(const int prescaler, ClockGenerator* clock_generator, const NoiseFrame noise_frame,
const libra::Vector<6> error_standard_deviation, const Orbit& orbit)
: Component(prescaler, clock_generator), noise_frame_(noise_frame), orbit_(orbit) {
for (size_t i = 0; i < 6; i++) {
normal_random_noise_[i].SetParameters(0.0, error_standard_deviation[i], global_randomization.MakeSeed());
}
}

void OrbitObserver::MainRoutine(const int time_count) {
UNUSED(time_count);

// Calc noise
libra::Vector<3> position_error_i_m{0.0};
libra::Vector<3> position_error_rtn_m{0.0};
libra::Vector<3> velocity_error_i_m_s{0.0};
libra::Vector<3> velocity_error_rtn_m_s{0.0};
libra::Quaternion q_i2rtn = orbit_.CalcQuaternion_i2lvlh();
switch (noise_frame_) {
case NoiseFrame::kInertial:
for (size_t axis = 0; axis < 3; axis++) {
position_error_i_m[axis] = normal_random_noise_[axis];
velocity_error_i_m_s[axis] = normal_random_noise_[axis + 3];
}
break;
case NoiseFrame::kRtn:
for (size_t axis = 0; axis < 3; axis++) {
position_error_rtn_m[axis] = normal_random_noise_[axis];
velocity_error_rtn_m_s[axis] = normal_random_noise_[axis + 3];
}
// Frame conversion
position_error_i_m = q_i2rtn.InverseFrameConversion(position_error_rtn_m);
// For zero bias noise, we do not need to care the frame rotation effect.
velocity_error_i_m_s = q_i2rtn.InverseFrameConversion(velocity_error_rtn_m_s);

break;
default:
break;
}

// Get observed value
observed_position_i_m_ = orbit_.GetPosition_i_m() + position_error_i_m;
observed_velocity_i_m_s_ = orbit_.GetVelocity_i_m_s() + velocity_error_i_m_s;
}

std::string OrbitObserver::GetLogHeader() const {
std::string str_tmp = "";

std::string head = "orbit_observer_";
str_tmp += WriteVector(head + "position", "i", "m", 3);
str_tmp += WriteVector(head + "velocity", "i", "m/s", 3);

return str_tmp;
}

std::string OrbitObserver::GetLogValue() const {
std::string str_tmp = "";

str_tmp += WriteVector(observed_position_i_m_, 16);
str_tmp += WriteVector(observed_velocity_i_m_s_, 16);

return str_tmp;
}

NoiseFrame SetNoiseFrame(const std::string noise_frame) {
if (noise_frame == "INERTIAL") {
return NoiseFrame::kInertial;
} else if (noise_frame == "RTN") {
return NoiseFrame::kRtn;
} else {
std::cerr << "[WARNINGS] Orbit observer noise frame is not defined!" << std::endl;
std::cerr << "The noise frame is automatically initialized as INERTIAL" << std::endl;
return NoiseFrame::kInertial;
}
}

OrbitObserver InitializeOrbitObserver(ClockGenerator* clock_generator, const std::string file_name, const Orbit& orbit) {
// General
IniAccess ini_file(file_name);

// CompoBase
int prescaler = ini_file.ReadInt("COMPONENT_BASE", "prescaler");
if (prescaler <= 1) prescaler = 1;
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設定値をオーバーライドするのであれば warning を出した方がよいのではないでしょうか

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このコンポ以外も全て同様になっているので、別issueで切り出して一気に対応したいと思います。

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@200km 200km Mar 7, 2024

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// Noise
const NoiseFrame noise_frame = SetNoiseFrame(ini_file.ReadString("ORBIT_OBSERVER", "noise_frame"));
libra::Vector<6> noise_standard_deviation;
ini_file.ReadVector("ORBIT_OBSERVER", "noise_standard_deviation", noise_standard_deviation);

OrbitObserver orbit_observer(prescaler, clock_generator, noise_frame, noise_standard_deviation, orbit);

return orbit_observer;
}
108 changes: 108 additions & 0 deletions src/components/ideal/orbit_observer.hpp
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/*
* @file orbit_observer.hpp
* @brief Ideal component which can observe orbit
*/

#ifndef S2E_COMPONENTS_IDEAL_ORBIT_OBSERVER_HPP_
#define S2E_COMPONENTS_IDEAL_ORBIT_OBSERVER_HPP_

#include <dynamics/orbit/orbit.hpp>
#include <library/logger/loggable.hpp>
#include <library/math/vector.hpp>
#include <library/randomization/normal_randomization.hpp>

#include "../base/component.hpp"

/**
* @enum NoiseFrame
* @brief Noise definition frame
*/
enum class NoiseFrame {
kInertial, //!< Inertial frame
kRtn, //!< RTN frame
};

/*
* @class OrbitObserver
* @brief Ideal component which can observe orbit
*/
class OrbitObserver : public Component, public ILoggable {
public:
/**
* @fn OrbitObserver
* @brief Constructor without power port
* @param [in] prescaler: Frequency scale factor for update
* @param [in] clock_generator: Clock generator
* @param [in] noise_frame: Error frame definition
* @param [in] error_standard_deviation: Position and Velocity standard deviation noise [m, m/s]
* @param [in] orbit: Orbit information
*/
OrbitObserver(const int prescaler, ClockGenerator* clock_generator, const NoiseFrame noise_frame, const libra::Vector<6> error_standard_deviation,
const Orbit& orbit);

/**
* @fn ~AttitudeObserver
* @brief Destructor
*/
~OrbitObserver() {}

// Override functions for Component
/**
* @fn MainRoutine
* @brief Main routine for sensor observation
*/
void MainRoutine(const int time_count) override;

// Override ILoggable
/**
* @fn GetLogHeader
* @brief Override GetLogHeader function of ILoggable
*/
virtual std::string GetLogHeader() const override;
/**
* @fn GetLogValue
* @brief Override GetLogValue function of ILoggable
*/
virtual std::string GetLogValue() const override;

/**
* @fn GetPosition_i_m
* @brief Return observed position
*/
inline const libra::Vector<3> GetPosition_i_m() const { return observed_position_i_m_; };

/**
* @fn GetVelocity_i_m_s
* @brief Return observed velocity
*/
inline const libra::Vector<3> GetVelocity_i_m_s() const { return observed_velocity_i_m_s_; };

protected:
libra::Vector<3> observed_position_i_m_{0.0}; //!< Observed position @ inertial frame [m]
libra::Vector<3> observed_velocity_i_m_s_{0.0}; //!< Observed velocity @ inertial frame [m/s]

NoiseFrame noise_frame_; //!< Noise definition frame
libra::NormalRand normal_random_noise_[6]; //!< Position and Velocity noise [m, m/s]

// Observed variables
const Orbit& orbit_; //!< Orbit information
};

/**
* @fn SetNoiseFrame
* @brief Set NoiseFrame by string
* @param [in] noise_frame: Noise frame name
* @return noise frame
*/
NoiseFrame SetNoiseFrame(const std::string noise_frame);

/**
* @fn InitStarSensor
* @brief Initialize functions for StarSensor without power port
* @param [in] clock_generator: Clock generator
* @param [in] file_name: Path to the initialize file
* @param [in] orbit: Orbit information
*/
OrbitObserver InitializeOrbitObserver(ClockGenerator* clock_generator, const std::string file_name, const Orbit& orbit);

#endif // S2E_COMPONENTS_IDEAL_ORBIT_OBSERVER_HPP_
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