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mirror of https://github.com/gnss-sdr/gnss-sdr synced 2024-11-16 14:54:59 +00:00

Merge branch 'next' of https://github.com/gnss-sdr/gnss-sdr into acq_performance

This commit is contained in:
Carles Fernandez 2018-06-21 08:13:01 +02:00
commit a43f691597
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GPG Key ID: 4C583C52B0C3877D
7 changed files with 632 additions and 364 deletions

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@ -121,6 +121,7 @@ pcps_acquisition::pcps_acquisition(const Acq_Conf& conf_) : gr::block("pcps_acqu
} }
grid_ = arma::fmat(); grid_ = arma::fmat();
d_step_two = false; d_step_two = false;
d_dump_number = 0;
} }
@ -335,17 +336,19 @@ void pcps_acquisition::send_negative_acquisition()
} }
void pcps_acquisition::dump_results(unsigned int doppler_index, int effective_fft_size) void pcps_acquisition::dump_results(int effective_fft_size)
{
memcpy(grid_.colptr(doppler_index), d_magnitude, sizeof(float) * effective_fft_size);
if (doppler_index == (d_num_doppler_bins - 1))
{ {
d_dump_number++;
std::string filename = acq_parameters.dump_filename; std::string filename = acq_parameters.dump_filename;
filename.append("_"); filename.append("_");
filename.append(1, d_gnss_synchro->System); filename.append(1, d_gnss_synchro->System);
filename.append("_"); filename.append("_");
filename.append(1, d_gnss_synchro->Signal[0]); filename.append(1, d_gnss_synchro->Signal[0]);
filename.append(1, d_gnss_synchro->Signal[1]); filename.append(1, d_gnss_synchro->Signal[1]);
filename.append("_ch_");
filename.append(std::to_string(d_channel));
filename.append("_");
filename.append(std::to_string(d_dump_number));
filename.append("_sat_"); filename.append("_sat_");
filename.append(std::to_string(d_gnss_synchro->PRN)); filename.append(std::to_string(d_gnss_synchro->PRN));
filename.append(".mat"); filename.append(".mat");
@ -376,7 +379,6 @@ void pcps_acquisition::dump_results(unsigned int doppler_index, int effective_ff
Mat_Close(matfp); Mat_Close(matfp);
} }
} }
}
void pcps_acquisition::acquisition_core(unsigned long int samp_count) void pcps_acquisition::acquisition_core(unsigned long int samp_count)
@ -479,7 +481,7 @@ void pcps_acquisition::acquisition_core(unsigned long int samp_count)
// Record results to file if required // Record results to file if required
if (acq_parameters.dump) if (acq_parameters.dump)
{ {
pcps_acquisition::dump_results(doppler_index, effective_fft_size); memcpy(grid_.colptr(doppler_index), d_magnitude, sizeof(float) * effective_fft_size);
} }
} }
} }
@ -548,10 +550,15 @@ void pcps_acquisition::acquisition_core(unsigned long int samp_count)
// Record results to file if required // Record results to file if required
if (acq_parameters.dump) if (acq_parameters.dump)
{ {
pcps_acquisition::dump_results(doppler_index, effective_fft_size); memcpy(grid_.colptr(doppler_index), d_magnitude, sizeof(float) * effective_fft_size);
} }
} }
} }
// Record results to file if required
if (acq_parameters.dump)
{
pcps_acquisition::dump_results(effective_fft_size);
}
lk.lock(); lk.lock();
if (!acq_parameters.bit_transition_flag) if (!acq_parameters.bit_transition_flag)
{ {

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@ -93,7 +93,7 @@ private:
void send_positive_acquisition(); void send_positive_acquisition();
void dump_results(unsigned int doppler_index, int effective_fft_size); void dump_results(int effective_fft_size);
Acq_Conf acq_parameters; Acq_Conf acq_parameters;
bool d_active; bool d_active;
@ -123,6 +123,7 @@ private:
gr::fft::fft_complex* d_ifft; gr::fft::fft_complex* d_ifft;
Gnss_Synchro* d_gnss_synchro; Gnss_Synchro* d_gnss_synchro;
arma::fmat grid_; arma::fmat grid_;
long int d_dump_number;
public: public:
~pcps_acquisition(); ~pcps_acquisition();

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@ -69,7 +69,7 @@
#elif defined(unix) || defined(__unix) || defined(__unix__) || defined(__APPLE__) #elif defined(unix) || defined(__unix) || defined(__unix__) || defined(__APPLE__)
//all UNIX-like OSs (Linux, *BSD, MacOSX, Solaris, ...) //all UNIX-like OSs (Linux, *BSD, MacOSX, Solaris, ...)
#include <unistd.h> // for access(), mkstemp() #include <unistd.h> // for access(), mkstemp()
#define GP_MAX_TMP_FILES 64 #define GP_MAX_TMP_FILES 1024
#else #else
#error unsupported or unknown operating system #error unsupported or unknown operating system
#endif #endif
@ -302,9 +302,9 @@ public:
/// ///
/// \return <-- reference to the gnuplot object /// \return <-- reference to the gnuplot object
// ----------------------------------------------- // -----------------------------------------------
inline Gnuplot &set_multiplot() inline Gnuplot &set_multiplot(int rows, int cols)
{ {
cmd("set multiplot"); cmd("set multiplot layout " + std::to_string(rows) + "," + std::to_string(cols)); //+ " rowfirst");
return *this; return *this;
}; };

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@ -73,6 +73,7 @@ bool acquisition_dump_reader::read_binary_acq()
Mat_Close(matfile); Mat_Close(matfile);
return false; return false;
} }
std::vector<std::vector<float> >::iterator it1; std::vector<std::vector<float> >::iterator it1;
std::vector<float>::iterator it2; std::vector<float>::iterator it2;
float* aux = static_cast<float*>(var_->data); float* aux = static_cast<float*>(var_->data);
@ -93,7 +94,13 @@ bool acquisition_dump_reader::read_binary_acq()
} }
acquisition_dump_reader::acquisition_dump_reader(const std::string& basename, unsigned int sat, unsigned int doppler_max, unsigned int doppler_step, unsigned int samples_per_code) acquisition_dump_reader::acquisition_dump_reader(const std::string& basename,
unsigned int sat,
unsigned int doppler_max,
unsigned int doppler_step,
unsigned int samples_per_code,
int channel,
int execution)
{ {
d_basename = basename; d_basename = basename;
d_sat = sat; d_sat = sat;
@ -103,7 +110,7 @@ acquisition_dump_reader::acquisition_dump_reader(const std::string& basename, un
d_num_doppler_bins = static_cast<unsigned int>(ceil(static_cast<double>(static_cast<int>(d_doppler_max) - static_cast<int>(-d_doppler_max)) / static_cast<double>(d_doppler_step))); d_num_doppler_bins = static_cast<unsigned int>(ceil(static_cast<double>(static_cast<int>(d_doppler_max) - static_cast<int>(-d_doppler_max)) / static_cast<double>(d_doppler_step)));
std::vector<std::vector<float> > mag_aux(d_num_doppler_bins, std::vector<float>(d_samples_per_code)); std::vector<std::vector<float> > mag_aux(d_num_doppler_bins, std::vector<float>(d_samples_per_code));
mag = mag_aux; mag = mag_aux;
d_dump_filename = d_basename + "_sat_" + std::to_string(d_sat) + ".mat"; d_dump_filename = d_basename + "_ch_" + std::to_string(channel) + "_" + std::to_string(execution) + "_sat_" + std::to_string(d_sat) + ".mat";
for (unsigned int doppler_index = 0; doppler_index < d_num_doppler_bins; doppler_index++) for (unsigned int doppler_index = 0; doppler_index < d_num_doppler_bins; doppler_index++)
{ {
doppler.push_back(-static_cast<int>(d_doppler_max) + d_doppler_step * doppler_index); doppler.push_back(-static_cast<int>(d_doppler_max) + d_doppler_step * doppler_index);

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@ -38,7 +38,13 @@
class acquisition_dump_reader class acquisition_dump_reader
{ {
public: public:
acquisition_dump_reader(const std::string& basename, unsigned int sat, unsigned int doppler_max, unsigned int doppler_step, unsigned int samples_per_code); acquisition_dump_reader(const std::string& basename,
unsigned int sat,
unsigned int doppler_max,
unsigned int doppler_step,
unsigned int samples_per_code,
int channel = 0,
int execution = 1);
~acquisition_dump_reader(); ~acquisition_dump_reader();
bool read_binary_acq(); bool read_binary_acq();

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@ -61,6 +61,15 @@ DEFINE_double(CN0_dBHz_start, std::numeric_limits<double>::infinity(), "Enable n
DEFINE_double(CN0_dBHz_stop, std::numeric_limits<double>::infinity(), "Enable noise generator and set the CN0 stop sweep value [dB-Hz]"); DEFINE_double(CN0_dBHz_stop, std::numeric_limits<double>::infinity(), "Enable noise generator and set the CN0 stop sweep value [dB-Hz]");
DEFINE_double(CN0_dB_step, 3.0, "Noise generator CN0 sweep step value [dB]"); DEFINE_double(CN0_dB_step, 3.0, "Noise generator CN0 sweep step value [dB]");
DEFINE_double(PLL_bw_hz_start, 40.0, "PLL Wide configuration start sweep value [Hz]");
DEFINE_double(PLL_bw_hz_stop, 40.0, "PLL Wide configuration stop sweep value [Hz]");
DEFINE_double(PLL_bw_hz_step, 5.0, "PLL Wide configuration sweep step value [Hz]");
DEFINE_double(DLL_bw_hz_start, 1.5, "DLL Wide configuration start sweep value [Hz]");
DEFINE_double(DLL_bw_hz_stop, 1.5, "DLL Wide configuration stop sweep value [Hz]");
DEFINE_double(DLL_bw_hz_step, 0.25, "DLL Wide configuration sweep step value [Hz]");
DEFINE_bool(plot_extra, false, "Enable or disable plots of the correlators output and constellation diagrams");
//Emulated acquisition configuration //Emulated acquisition configuration
@ -148,15 +157,21 @@ public:
std::vector<double> check_results_doppler(arma::vec& true_time_s, std::vector<double> check_results_doppler(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value); arma::vec& meas_value,
double& mean_error,
double& std_dev_error);
std::vector<double> check_results_acc_carrier_phase(arma::vec& true_time_s, std::vector<double> check_results_acc_carrier_phase(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value); arma::vec& meas_value,
double& mean_error,
double& std_dev_error);
std::vector<double> check_results_codephase(arma::vec& true_time_s, std::vector<double> check_results_codephase(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value); arma::vec& meas_value,
double& mean_error,
double& std_dev_error);
GpsL1CADllPllTrackingTest() GpsL1CADllPllTrackingTest()
{ {
@ -170,7 +185,11 @@ public:
{ {
} }
void configure_receiver(); void configure_receiver(double PLL_wide_bw_hz,
double DLL_wide_bw_hz,
double PLL_narrow_bw_hz,
double DLL_narrow_bw_hz,
int extend_correlation_symbols);
gr::top_block_sptr top_block; gr::top_block_sptr top_block;
std::shared_ptr<GNSSBlockFactory> factory; std::shared_ptr<GNSSBlockFactory> factory;
@ -225,7 +244,12 @@ int GpsL1CADllPllTrackingTest::generate_signal()
} }
void GpsL1CADllPllTrackingTest::configure_receiver() void GpsL1CADllPllTrackingTest::configure_receiver(
double PLL_wide_bw_hz,
double DLL_wide_bw_hz,
double PLL_narrow_bw_hz,
double DLL_narrow_bw_hz,
int extend_correlation_symbols)
{ {
gnss_synchro.Channel_ID = 0; gnss_synchro.Channel_ID = 0;
gnss_synchro.System = 'G'; gnss_synchro.System = 'G';
@ -233,26 +257,40 @@ void GpsL1CADllPllTrackingTest::configure_receiver()
signal.copy(gnss_synchro.Signal, 2, 0); signal.copy(gnss_synchro.Signal, 2, 0);
gnss_synchro.PRN = FLAGS_test_satellite_PRN; gnss_synchro.PRN = FLAGS_test_satellite_PRN;
config = std::make_shared<InMemoryConfiguration>();
config->set_property("GNSS-SDR.internal_fs_sps", std::to_string(baseband_sampling_freq)); config->set_property("GNSS-SDR.internal_fs_sps", std::to_string(baseband_sampling_freq));
// Set Tracking // Set Tracking
config->set_property("Tracking_1C.implementation", implementation); config->set_property("Tracking_1C.implementation", implementation);
config->set_property("Tracking_1C.item_type", "gr_complex"); config->set_property("Tracking_1C.item_type", "gr_complex");
config->set_property("Tracking_1C.pll_bw_hz", "20.0"); config->set_property("Tracking_1C.pll_bw_hz", std::to_string(PLL_wide_bw_hz));
config->set_property("Tracking_1C.dll_bw_hz", "1.5"); config->set_property("Tracking_1C.dll_bw_hz", std::to_string(DLL_wide_bw_hz));
config->set_property("Tracking_1C.early_late_space_chips", "0.5"); config->set_property("Tracking_1C.early_late_space_chips", "0.5");
config->set_property("Tracking_1C.extend_correlation_symbols", std::to_string(FLAGS_extend_correlation_symbols)); config->set_property("Tracking_1C.extend_correlation_symbols", std::to_string(extend_correlation_symbols));
config->set_property("Tracking_1C.pll_bw_narrow_hz", "2.0"); config->set_property("Tracking_1C.pll_bw_narrow_hz", std::to_string(PLL_narrow_bw_hz));
config->set_property("Tracking_1C.dll_bw_narrow_hz", "1.0"); config->set_property("Tracking_1C.dll_bw_narrow_hz", std::to_string(DLL_narrow_bw_hz));
config->set_property("Tracking_1C.early_late_space_narrow_chips", "0.5"); config->set_property("Tracking_1C.early_late_space_narrow_chips", "0.5");
config->set_property("Tracking_1C.dump", "true"); config->set_property("Tracking_1C.dump", "true");
config->set_property("Tracking_1C.dump_filename", "./tracking_ch_"); config->set_property("Tracking_1C.dump_filename", "./tracking_ch_");
std::cout << "*****************************************\n";
std::cout << "*** Tracking configuration parameters ***\n";
std::cout << "*****************************************\n";
std::cout << "pll_bw_hz: " << config->property("Tracking_1C.pll_bw_hz", 0.0) << " Hz\n";
std::cout << "dll_bw_hz: " << config->property("Tracking_1C.dll_bw_hz", 0.0) << " Hz\n";
std::cout << "pll_bw_narrow_hz: " << config->property("Tracking_1C.pll_bw_narrow_hz", 0.0) << " Hz\n";
std::cout << "dll_bw_narrow_hz: " << config->property("Tracking_1C.dll_bw_narrow_hz", 0.0) << " Hz\n";
std::cout << "extend_correlation_symbols: " << config->property("Tracking_1C.extend_correlation_symbols", 0) << " Symbols\n";
std::cout << "*****************************************\n";
std::cout << "*****************************************\n";
} }
std::vector<double> GpsL1CADllPllTrackingTest::check_results_doppler(arma::vec& true_time_s, std::vector<double> GpsL1CADllPllTrackingTest::check_results_doppler(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value) arma::vec& meas_value,
double& mean_error,
double& std_dev_error)
{ {
// 1. True value interpolation to match the measurement times // 1. True value interpolation to match the measurement times
arma::vec true_value_interp; arma::vec true_value_interp;
@ -280,6 +318,9 @@ std::vector<double> GpsL1CADllPllTrackingTest::check_results_doppler(arma::vec&
double error_mean = arma::mean(err); double error_mean = arma::mean(err);
double error_var = arma::var(err); double error_var = arma::var(err);
mean_error = error_mean;
std_dev_error = sqrt(error_var);
// 4. Peaks // 4. Peaks
double max_error = arma::max(err); double max_error = arma::max(err);
double min_error = arma::min(err); double min_error = arma::min(err);
@ -297,7 +338,9 @@ std::vector<double> GpsL1CADllPllTrackingTest::check_results_doppler(arma::vec&
std::vector<double> GpsL1CADllPllTrackingTest::check_results_acc_carrier_phase(arma::vec& true_time_s, std::vector<double> GpsL1CADllPllTrackingTest::check_results_acc_carrier_phase(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value) arma::vec& meas_value,
double& mean_error,
double& std_dev_error)
{ {
// 1. True value interpolation to match the measurement times // 1. True value interpolation to match the measurement times
arma::vec true_value_interp; arma::vec true_value_interp;
@ -323,6 +366,8 @@ std::vector<double> GpsL1CADllPllTrackingTest::check_results_acc_carrier_phase(a
double error_mean = arma::mean(err); double error_mean = arma::mean(err);
double error_var = arma::var(err); double error_var = arma::var(err);
mean_error = error_mean;
std_dev_error = sqrt(error_var);
// 4. Peaks // 4. Peaks
double max_error = arma::max(err); double max_error = arma::max(err);
double min_error = arma::min(err); double min_error = arma::min(err);
@ -340,7 +385,9 @@ std::vector<double> GpsL1CADllPllTrackingTest::check_results_acc_carrier_phase(a
std::vector<double> GpsL1CADllPllTrackingTest::check_results_codephase(arma::vec& true_time_s, std::vector<double> GpsL1CADllPllTrackingTest::check_results_codephase(arma::vec& true_time_s,
arma::vec& true_value, arma::vec& true_value,
arma::vec& meas_time_s, arma::vec& meas_time_s,
arma::vec& meas_value) arma::vec& meas_value,
double& mean_error,
double& std_dev_error)
{ {
// 1. True value interpolation to match the measurement times // 1. True value interpolation to match the measurement times
arma::vec true_value_interp; arma::vec true_value_interp;
@ -367,6 +414,9 @@ std::vector<double> GpsL1CADllPllTrackingTest::check_results_codephase(arma::vec
double error_mean = arma::mean(err); double error_mean = arma::mean(err);
double error_var = arma::var(err); double error_var = arma::var(err);
mean_error = error_mean;
std_dev_error = sqrt(error_var);
// 4. Peaks // 4. Peaks
double max_error = arma::max(err); double max_error = arma::max(err);
double min_error = arma::min(err); double min_error = arma::min(err);
@ -389,18 +439,18 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
std::vector<double> generator_CN0_values; std::vector<double> generator_CN0_values;
std::vector<std::vector<double>> prompt_sweep;
std::vector<std::vector<double>> early_sweep;
std::vector<std::vector<double>> late_sweep;
std::vector<std::vector<double>> promptI_sweep;
std::vector<std::vector<double>> promptQ_sweep;
std::vector<std::vector<double>> CN0_dBHz_sweep;
//error vectors //data containers for config param sweep
std::vector<std::vector<double>> doppler_error_sweep; std::vector<std::vector<double>> mean_doppler_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> code_phase_error_sweep; std::vector<std::vector<double>> std_dev_doppler_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> acc_carrier_phase_error_sweep;
std::vector<std::vector<double>> trk_timestamp_s_sweep; std::vector<std::vector<double>> mean_code_phase_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> std_dev_code_phase_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> mean_carrier_phase_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> std_dev_carrier_phase_error_sweep; //swep config param and cn0 sweep
std::vector<std::vector<double>> trk_valid_timestamp_s_sweep;
if (FLAGS_CN0_dBHz_start == FLAGS_CN0_dBHz_stop) if (FLAGS_CN0_dBHz_start == FLAGS_CN0_dBHz_stop)
{ {
@ -444,8 +494,67 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
} }
//CN0 LOOP // CONFIG PARAM SWEEP LOOP
std::vector<double> PLL_wide_bw_values;
std::vector<double> DLL_wide_bw_values;
if (FLAGS_PLL_bw_hz_start == FLAGS_PLL_bw_hz_stop)
{
if (FLAGS_DLL_bw_hz_start == FLAGS_DLL_bw_hz_stop)
{
//NO PLL/DLL BW sweep
PLL_wide_bw_values.push_back(FLAGS_PLL_bw_hz_start);
DLL_wide_bw_values.push_back(FLAGS_DLL_bw_hz_start);
}
else
{
//DLL BW Sweep
for (double dll_bw = FLAGS_DLL_bw_hz_start; dll_bw > FLAGS_DLL_bw_hz_stop; dll_bw = dll_bw - FLAGS_DLL_bw_hz_step)
{
PLL_wide_bw_values.push_back(FLAGS_PLL_bw_hz_start);
DLL_wide_bw_values.push_back(dll_bw);
}
}
}
else
{
//PLL BW Sweep
for (double pll_bw = FLAGS_PLL_bw_hz_start; pll_bw > FLAGS_PLL_bw_hz_stop; pll_bw = pll_bw - FLAGS_PLL_bw_hz_step)
{
PLL_wide_bw_values.push_back(pll_bw);
DLL_wide_bw_values.push_back(FLAGS_DLL_bw_hz_start);
}
}
for (int config_idx = 0; config_idx < PLL_wide_bw_values.size(); config_idx++)
{
//CN0 LOOP
// data containers for CN0 sweep
std::vector<std::vector<double>> prompt_sweep;
std::vector<std::vector<double>> early_sweep;
std::vector<std::vector<double>> late_sweep;
std::vector<std::vector<double>> promptI_sweep;
std::vector<std::vector<double>> promptQ_sweep;
std::vector<std::vector<double>> CN0_dBHz_sweep;
std::vector<std::vector<double>> trk_timestamp_s_sweep;
std::vector<std::vector<double>> doppler_error_sweep;
std::vector<std::vector<double>> code_phase_error_sweep;
std::vector<std::vector<double>> acc_carrier_phase_error_sweep;
std::vector<double> mean_doppler_error;
std::vector<double> std_dev_doppler_error;
std::vector<double> mean_code_phase_error;
std::vector<double> std_dev_code_phase_error;
std::vector<double> mean_carrier_phase_error;
std::vector<double> std_dev_carrier_phase_error;
configure_receiver(PLL_wide_bw_values.at(config_idx),
DLL_wide_bw_values.at(config_idx),
2.0,
1.0,
FLAGS_extend_correlation_symbols);
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
//****************************************************************************************** //******************************************************************************************
@ -476,7 +585,6 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
//***** STEP 4: Configure the signal tracking parameters ***** //***** STEP 4: Configure the signal tracking parameters *****
//************************************************************ //************************************************************
std::chrono::time_point<std::chrono::system_clock> start, end; std::chrono::time_point<std::chrono::system_clock> start, end;
configure_receiver();
top_block = gr::make_top_block("Tracking test"); top_block = gr::make_top_block("Tracking test");
@ -544,6 +652,7 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
long int epoch_counter = 0; long int epoch_counter = 0;
std::vector<double> timestamp_s;
std::vector<double> prompt; std::vector<double> prompt;
std::vector<double> early; std::vector<double> early;
std::vector<double> late; std::vector<double> late;
@ -558,17 +667,18 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
double delay_chips = GPS_L1_CA_CODE_LENGTH_CHIPS - GPS_L1_CA_CODE_LENGTH_CHIPS * (fmod((static_cast<double>(trk_dump.PRN_start_sample_count) + trk_dump.aux1) / static_cast<double>(baseband_sampling_freq), 1.0e-3) / 1.0e-3); double delay_chips = GPS_L1_CA_CODE_LENGTH_CHIPS - GPS_L1_CA_CODE_LENGTH_CHIPS * (fmod((static_cast<double>(trk_dump.PRN_start_sample_count) + trk_dump.aux1) / static_cast<double>(baseband_sampling_freq), 1.0e-3) / 1.0e-3);
trk_prn_delay_chips(epoch_counter) = delay_chips; trk_prn_delay_chips(epoch_counter) = delay_chips;
epoch_counter++;
timestamp_s.push_back(trk_timestamp_s(epoch_counter));
prompt.push_back(trk_dump.abs_P); prompt.push_back(trk_dump.abs_P);
early.push_back(trk_dump.abs_E); early.push_back(trk_dump.abs_E);
late.push_back(trk_dump.abs_L); late.push_back(trk_dump.abs_L);
promptI.push_back(trk_dump.prompt_I); promptI.push_back(trk_dump.prompt_I);
promptQ.push_back(trk_dump.prompt_Q); promptQ.push_back(trk_dump.prompt_Q);
CN0_dBHz.push_back(trk_dump.CN0_SNV_dB_Hz); CN0_dBHz.push_back(trk_dump.CN0_SNV_dB_Hz);
}
epoch_counter++;
}
trk_timestamp_s_sweep.push_back(timestamp_s);
prompt_sweep.push_back(prompt); prompt_sweep.push_back(prompt);
early_sweep.push_back(early); early_sweep.push_back(early);
late_sweep.push_back(late); late_sweep.push_back(late);
@ -580,6 +690,11 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
//***** STEP 6: Compare with true values (if available) ***** //***** STEP 6: Compare with true values (if available) *****
//*********************************************************** //***********************************************************
if (!FLAGS_enable_external_signal_file) if (!FLAGS_enable_external_signal_file)
{
std::vector<double> doppler_error_hz;
std::vector<double> code_phase_error_chips;
std::vector<double> acc_carrier_phase_hz;
try
{ {
// load the true values // load the true values
long int n_true_epochs = true_obs_data.num_epochs(); long int n_true_epochs = true_obs_data.num_epochs();
@ -603,6 +718,7 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
} }
// Align initial measurements and cut the tracking pull-in transitory // Align initial measurements and cut the tracking pull-in transitory
double pull_in_offset_s = 1.0; double pull_in_offset_s = 1.0;
arma::uvec initial_meas_point = arma::find(trk_timestamp_s >= (true_timestamp_s(0) + pull_in_offset_s), 1, "first"); arma::uvec initial_meas_point = arma::find(trk_timestamp_s >= (true_timestamp_s(0) + pull_in_offset_s), 1, "first");
trk_timestamp_s = trk_timestamp_s.subvec(initial_meas_point(0), trk_timestamp_s.size() - 1); trk_timestamp_s = trk_timestamp_s.subvec(initial_meas_point(0), trk_timestamp_s.size() - 1);
@ -610,23 +726,55 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
trk_Doppler_Hz = trk_Doppler_Hz.subvec(initial_meas_point(0), trk_Doppler_Hz.size() - 1); trk_Doppler_Hz = trk_Doppler_Hz.subvec(initial_meas_point(0), trk_Doppler_Hz.size() - 1);
trk_prn_delay_chips = trk_prn_delay_chips.subvec(initial_meas_point(0), trk_prn_delay_chips.size() - 1); trk_prn_delay_chips = trk_prn_delay_chips.subvec(initial_meas_point(0), trk_prn_delay_chips.size() - 1);
std::vector<double> doppler_error_hz;
std::vector<double> code_phase_error_chips; double mean_error;
std::vector<double> acc_carrier_phase_hz; double std_dev_error;
doppler_error_hz = check_results_doppler(true_timestamp_s, true_Doppler_Hz, trk_timestamp_s, trk_Doppler_Hz);
code_phase_error_chips = check_results_codephase(true_timestamp_s, true_prn_delay_chips, trk_timestamp_s, trk_prn_delay_chips); doppler_error_hz = check_results_doppler(true_timestamp_s, true_Doppler_Hz, trk_timestamp_s, trk_Doppler_Hz, mean_error, std_dev_error);
acc_carrier_phase_hz = check_results_acc_carrier_phase(true_timestamp_s, true_acc_carrier_phase_cycles, trk_timestamp_s, trk_acc_carrier_phase_cycles); mean_doppler_error.push_back(mean_error);
std_dev_doppler_error.push_back(std_dev_error);
code_phase_error_chips = check_results_codephase(true_timestamp_s, true_prn_delay_chips, trk_timestamp_s, trk_prn_delay_chips, mean_error, std_dev_error);
mean_code_phase_error.push_back(mean_error);
std_dev_code_phase_error.push_back(std_dev_error);
acc_carrier_phase_hz = check_results_acc_carrier_phase(true_timestamp_s, true_acc_carrier_phase_cycles, trk_timestamp_s, trk_acc_carrier_phase_cycles, mean_error, std_dev_error);
mean_carrier_phase_error.push_back(mean_error);
std_dev_carrier_phase_error.push_back(std_dev_error);
//save tracking measurement timestamps to std::vector //save tracking measurement timestamps to std::vector
std::vector<double> vector_trk_timestamp_s(trk_timestamp_s.colptr(0), trk_timestamp_s.colptr(0) + trk_timestamp_s.n_rows); std::vector<double> vector_trk_timestamp_s(trk_timestamp_s.colptr(0), trk_timestamp_s.colptr(0) + trk_timestamp_s.n_rows);
trk_timestamp_s_sweep.push_back(vector_trk_timestamp_s); trk_valid_timestamp_s_sweep.push_back(vector_trk_timestamp_s);
doppler_error_sweep.push_back(doppler_error_hz); doppler_error_sweep.push_back(doppler_error_hz);
code_phase_error_sweep.push_back(code_phase_error_chips); code_phase_error_sweep.push_back(code_phase_error_chips);
acc_carrier_phase_error_sweep.push_back(acc_carrier_phase_hz); acc_carrier_phase_error_sweep.push_back(acc_carrier_phase_hz);
} }
catch (const std::exception& ex)
{
std::cout << "Tracking output could not be used, possible loss of lock " << ex.what() << std::endl;
std::vector<double> vector_trk_timestamp_s;
trk_valid_timestamp_s_sweep.push_back(vector_trk_timestamp_s);
doppler_error_sweep.push_back(doppler_error_hz);
code_phase_error_sweep.push_back(code_phase_error_chips);
acc_carrier_phase_error_sweep.push_back(acc_carrier_phase_hz);
}
}
} //CN0 LOOP } //CN0 LOOP
if (!FLAGS_enable_external_signal_file)
{
mean_doppler_error_sweep.push_back(mean_doppler_error);
std_dev_doppler_error_sweep.push_back(std_dev_doppler_error);
mean_code_phase_error_sweep.push_back(mean_code_phase_error);
std_dev_code_phase_error_sweep.push_back(std_dev_code_phase_error);
mean_carrier_phase_error_sweep.push_back(mean_carrier_phase_error);
std_dev_carrier_phase_error_sweep.push_back(std_dev_carrier_phase_error);
}
std::cout << "A\n\n\n";
//******************************** //********************************
//***** STEP 7: Plot results ***** //***** STEP 7: Plot results *****
//******************************** //********************************
@ -647,75 +795,87 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
boost::filesystem::path dir = p.parent_path(); boost::filesystem::path dir = p.parent_path();
std::string gnuplot_path = dir.native(); std::string gnuplot_path = dir.native();
Gnuplot::set_GNUPlotPath(gnuplot_path); Gnuplot::set_GNUPlotPath(gnuplot_path);
std::vector<double> timevec;
unsigned int decimate = static_cast<unsigned int>(FLAGS_plot_decimate); unsigned int decimate = static_cast<unsigned int>(FLAGS_plot_decimate);
if (FLAGS_plot_extra)
{
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
timevec.clear();
//todo: timevector MUST BE READED from the trk output file
double t = 0.0;
for (auto it = prompt_sweep.at(current_cn0_idx).begin(); it != prompt_sweep.at(current_cn0_idx).end(); it++)
{
timevec.push_back(t);
t = t + GPS_L1_CA_CODE_PERIOD;
}
Gnuplot g1("linespoints"); Gnuplot g1("linespoints");
g1.set_title("[" + std::to_string(generator_CN0_values.at(current_cn0_idx)) + " dB-Hz ] GPS L1 C/A signal tracking correlators' output (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g1.showonscreen(); // window output
g1.set_title(std::to_string(generator_CN0_values.at(current_cn0_idx)) + " dB-Hz, " + "PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_idx)) + "," + std::to_string(DLL_wide_bw_values.at(config_idx)) + " Hz" + "GPS L1 C/A (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g1.set_grid(); g1.set_grid();
g1.set_xlabel("Time [s]"); g1.set_xlabel("Time [s]");
g1.set_ylabel("Correlators' output"); g1.set_ylabel("Correlators' output");
g1.cmd("set key box opaque"); //g1.cmd("set key box opaque");
g1.plot_xy(timevec, prompt_sweep.at(current_cn0_idx), "Prompt", decimate); g1.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), prompt_sweep.at(current_cn0_idx), "Prompt", decimate);
g1.plot_xy(timevec, early_sweep.at(current_cn0_idx), "Early", decimate); g1.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), early_sweep.at(current_cn0_idx), "Early", decimate);
g1.plot_xy(timevec, late_sweep.at(current_cn0_idx), "Late", decimate); g1.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), late_sweep.at(current_cn0_idx), "Late", decimate);
g1.savetops("Correlators_outputs"); g1.set_legend();
g1.savetopdf("Correlators_outputs", 18); g1.savetops("Correlators_outputs" + std::to_string(generator_CN0_values.at(current_cn0_idx)));
g1.showonscreen(); // window output g1.savetopdf("Correlators_outputs" + std::to_string(generator_CN0_values.at(current_cn0_idx)), 18);
}
Gnuplot g2("points"); Gnuplot g2("points");
g2.set_title("[" + std::to_string(generator_CN0_values.at(current_cn0_idx)) + " dB-Hz ] Constellation diagram (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g2.showonscreen(); // window output
g2.set_multiplot(ceil(static_cast<float>(generator_CN0_values.size()) / 2.0),
ceil(static_cast<float>(generator_CN0_values.size()) / 2));
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{
g2.reset_plot();
g2.set_title(std::to_string(generator_CN0_values.at(current_cn0_idx)) + " dB-Hz Constellation " + "PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_idx)) + "," + std::to_string(DLL_wide_bw_values.at(config_idx)) + " Hz" + "GPS L1 C/A (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g2.set_grid(); g2.set_grid();
g2.set_xlabel("Inphase"); g2.set_xlabel("Inphase");
g2.set_ylabel("Quadrature"); g2.set_ylabel("Quadrature");
g2.cmd("set size ratio -1"); //g2.cmd("set size ratio -1");
g2.plot_xy(promptI_sweep.at(current_cn0_idx), promptQ_sweep.at(current_cn0_idx)); g2.plot_xy(promptI_sweep.at(current_cn0_idx), promptQ_sweep.at(current_cn0_idx));
}
g2.unset_multiplot();
g2.savetops("Constellation"); g2.savetops("Constellation");
g2.savetopdf("Constellation", 18); g2.savetopdf("Constellation", 18);
g2.showonscreen(); // window output
}
Gnuplot g3("linespoints"); Gnuplot g3("linespoints");
g3.set_title("GPS L1 C/A tracking CN0 output (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g3.set_title("GPS L1 C/A tracking CN0 output (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g3.set_grid(); g3.set_grid();
g3.set_xlabel("Time [s]"); g3.set_xlabel("Time [s]");
g3.set_ylabel("Reported CN0 [dB-Hz]"); g3.set_ylabel("Reported CN0 [dB-Hz]");
g3.cmd("set key box opaque"); g3.cmd("set key box opaque");
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
g3.plot_xy(timevec, CN0_dBHz_sweep.at(current_cn0_idx), g3.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), CN0_dBHz_sweep.at(current_cn0_idx),
std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate); std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate);
} }
g3.set_legend(); g3.set_legend();
g3.savetops("CN0_output"); g3.savetops("CN0_output");
g3.savetopdf("CN0_output", 18); g3.savetopdf("CN0_output", 18);
g3.showonscreen(); // window output g3.showonscreen(); // window output
}
std::cout << "B\n\n\n";
//PLOT ERROR FIGURES (only if it is used the signal generator)
if (!FLAGS_enable_external_signal_file)
{
Gnuplot g4("points"); Gnuplot g4("points");
g4.set_title("Doppler error (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g4.showonscreen(); // window output
g4.set_grid(); g4.set_multiplot(ceil(static_cast<float>(generator_CN0_values.size()) / 2.0),
g4.set_xlabel("Time [s]"); ceil(static_cast<float>(generator_CN0_values.size()) / 2));
g4.set_ylabel("Dopper error [Hz]");
g4.cmd("set key box opaque");
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
g4.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), doppler_error_sweep.at(current_cn0_idx), g4.reset_plot();
g4.set_title(std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz] Doppler error " + "PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_idx)) + "," + std::to_string(DLL_wide_bw_values.at(config_idx)) + " Hz (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g4.set_grid();
//g4.cmd("set key box opaque");
g4.set_xlabel("Time [s]");
g4.set_ylabel("Dopper error [Hz]");
g4.plot_xy(trk_valid_timestamp_s_sweep.at(current_cn0_idx), doppler_error_sweep.at(current_cn0_idx),
std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate); std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate);
//g4.set_legend();
} }
g4.set_legend(); g4.unset_multiplot();
g4.savetops("Doppler_error_output"); g4.savetops("Doppler_error_output");
g4.savetopdf("Doppler_error_output", 18); g4.savetopdf("Doppler_error_output", 18);
g4.showonscreen(); // window output
Gnuplot g5("points"); Gnuplot g5("points");
g5.set_title("Code delay error (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g5.set_title("Code delay error, PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_idx)) + "," + std::to_string(DLL_wide_bw_values.at(config_idx)) + " Hz (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g5.set_grid(); g5.set_grid();
g5.set_xlabel("Time [s]"); g5.set_xlabel("Time [s]");
g5.set_ylabel("Code delay error [Chips]"); g5.set_ylabel("Code delay error [Chips]");
@ -723,7 +883,7 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
g5.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), code_phase_error_sweep.at(current_cn0_idx), g5.plot_xy(trk_valid_timestamp_s_sweep.at(current_cn0_idx), code_phase_error_sweep.at(current_cn0_idx),
std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate); std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate);
} }
g5.set_legend(); g5.set_legend();
@ -732,7 +892,7 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
g5.showonscreen(); // window output g5.showonscreen(); // window output
Gnuplot g6("points"); Gnuplot g6("points");
g6.set_title("Accumulated carrier phase error (satellite PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")"); g6.set_title("Accumulated carrier phase error, PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_idx)) + "," + std::to_string(DLL_wide_bw_values.at(config_idx)) + " Hz (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g6.set_grid(); g6.set_grid();
g6.set_xlabel("Time [s]"); g6.set_xlabel("Time [s]");
g6.set_ylabel("Accumulated carrier phase error [Cycles]"); g6.set_ylabel("Accumulated carrier phase error [Cycles]");
@ -740,7 +900,7 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++) for (int current_cn0_idx = 0; current_cn0_idx < generator_CN0_values.size(); current_cn0_idx++)
{ {
g6.plot_xy(trk_timestamp_s_sweep.at(current_cn0_idx), acc_carrier_phase_error_sweep.at(current_cn0_idx), g6.plot_xy(trk_valid_timestamp_s_sweep.at(current_cn0_idx), acc_carrier_phase_error_sweep.at(current_cn0_idx),
std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate); std::to_string(static_cast<int>(round(generator_CN0_values.at(current_cn0_idx)))) + "[dB-Hz]", decimate);
} }
g6.set_legend(); g6.set_legend();
@ -748,6 +908,91 @@ TEST_F(GpsL1CADllPllTrackingTest, ValidationOfResults)
g6.savetopdf("Carrier_phase_error_output", 18); g6.savetopdf("Carrier_phase_error_output", 18);
g6.showonscreen(); // window output g6.showonscreen(); // window output
} }
}
catch (const GnuplotException& ge)
{
std::cout << ge.what() << std::endl;
}
}
}
}
if (FLAGS_plot_gps_l1_tracking_test == true)
{
const std::string gnuplot_executable(FLAGS_gnuplot_executable);
if (gnuplot_executable.empty())
{
std::cout << "WARNING: Although the flag plot_gps_l1_tracking_test has been set to TRUE," << std::endl;
std::cout << "gnuplot has not been found in your system." << std::endl;
std::cout << "Test results will not be plotted." << std::endl;
}
else
{
try
{
if (generator_CN0_values.size() > 1)
{
//plot metrics
Gnuplot g7("linespoints");
g7.set_title("Doppler error metrics (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g7.set_grid();
g7.set_xlabel("CN0 [dB-Hz]");
g7.set_ylabel("Doppler error [Hz]");
g7.set_pointsize(2);
g7.cmd("set termoption lw 2");
g7.cmd("set key box opaque");
for (int config_sweep_idx = 0; config_sweep_idx < mean_doppler_error_sweep.size(); config_sweep_idx++)
{
g7.plot_xy_err(generator_CN0_values,
mean_doppler_error_sweep.at(config_sweep_idx),
std_dev_doppler_error_sweep.at(config_sweep_idx),
"PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_sweep_idx)) +
+"," + std::to_string(DLL_wide_bw_values.at(config_sweep_idx)) + " Hz");
}
g7.savetops("Doppler_error_metrics");
g7.savetopdf("Doppler_error_metrics", 18);
Gnuplot g8("linespoints");
g8.set_title("Accumulated carrier phase error metrics (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g8.set_grid();
g8.set_xlabel("CN0 [dB-Hz]");
g8.set_ylabel("Accumulated Carrier Phase error [Cycles]");
g8.cmd("set key box opaque");
g8.cmd("set termoption lw 2");
g8.set_pointsize(2);
for (int config_sweep_idx = 0; config_sweep_idx < mean_doppler_error_sweep.size(); config_sweep_idx++)
{
g8.plot_xy_err(generator_CN0_values,
mean_carrier_phase_error_sweep.at(config_sweep_idx),
std_dev_carrier_phase_error_sweep.at(config_sweep_idx),
"PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_sweep_idx)) +
+"," + std::to_string(DLL_wide_bw_values.at(config_sweep_idx)) + " Hz");
}
g8.savetops("Carrier_error_metrics");
g8.savetopdf("Carrier_error_metrics", 18);
Gnuplot g9("linespoints");
g9.set_title("Code Phase error metrics (PRN #" + std::to_string(FLAGS_test_satellite_PRN) + ")");
g9.set_grid();
g9.set_xlabel("CN0 [dB-Hz]");
g9.set_ylabel("Code Phase error [Chips]");
g9.cmd("set key box opaque");
g9.cmd("set termoption lw 2");
g9.set_pointsize(2);
for (int config_sweep_idx = 0; config_sweep_idx < mean_doppler_error_sweep.size(); config_sweep_idx++)
{
g9.plot_xy_err(generator_CN0_values,
mean_code_phase_error_sweep.at(config_sweep_idx),
std_dev_code_phase_error_sweep.at(config_sweep_idx),
"PLL/DLL BW: " + std::to_string(PLL_wide_bw_values.at(config_sweep_idx)) +
+"," + std::to_string(DLL_wide_bw_values.at(config_sweep_idx)) + " Hz");
}
g9.savetops("Code_error_metrics");
g9.savetopdf("Code_error_metrics", 18);
}
}
catch (const GnuplotException& ge) catch (const GnuplotException& ge)
{ {
std::cout << ge.what() << std::endl; std::cout << ge.what() << std::endl;

View File

@ -33,6 +33,8 @@ file = 'acq';
sat = 7; sat = 7;
channel = 0;
execution = 1;
% Signal: % Signal:
% 1 GPS L1 % 1 GPS L1
% 2 GPS L2M % 2 GPS L2M
@ -77,7 +79,7 @@ switch(signal_type)
system = 'R'; system = 'R';
signal = '1G'; signal = '1G';
end end
filename = [path file '_' system '_' signal '_sat_' num2str(sat) '.mat']; filename = [path file '_' system '_' signal '_ch_' num2str(channel) '_' num2str(execution) '_sat_' num2str(sat) '.mat'];
load(filename); load(filename);
[n_fft n_dop_bins] = size(grid); [n_fft n_dop_bins] = size(grid);
[d_max f_max] = find(grid == max(max(grid))); [d_max f_max] = find(grid == max(max(grid)));