/*! * \file pcps_assisted_acquisition_cc.cc * \brief This class implements a Parallel Code Phase Search Acquisition with assistance and multi-dwells * \authors * * ----------------------------------------------------------------------------- * * GNSS-SDR is a Global Navigation Satellite System software-defined receiver. * This file is part of GNSS-SDR. * * Copyright (C) 2010-2020 (see AUTHORS file for a list of contributors) * SPDX-License-Identifier: GPL-3.0-or-later * * ----------------------------------------------------------------------------- */ #include "pcps_assisted_acquisition_cc.h" #include "MATH_CONSTANTS.h" #include "concurrent_map.h" #include "gnss_sdr_make_unique.h" #include "gps_acq_assist.h" #include #include #include #include #include #include #include #include extern Concurrent_Map global_gps_acq_assist_map; pcps_assisted_acquisition_cc_sptr pcps_make_assisted_acquisition_cc( int32_t max_dwells, uint32_t sampled_ms, int32_t doppler_max, int32_t doppler_min, int64_t fs_in, int32_t samples_per_ms, bool dump, const std::string &dump_filename, bool enable_monitor_output) { return pcps_assisted_acquisition_cc_sptr( new pcps_assisted_acquisition_cc(max_dwells, sampled_ms, doppler_max, doppler_min, fs_in, samples_per_ms, dump, dump_filename, enable_monitor_output)); } pcps_assisted_acquisition_cc::pcps_assisted_acquisition_cc( int32_t max_dwells, uint32_t sampled_ms, int32_t doppler_max, int32_t doppler_min, int64_t fs_in, int32_t samples_per_ms, bool dump, const std::string &dump_filename, bool enable_monitor_output) : gr::block("pcps_assisted_acquisition_cc", gr::io_signature::make(1, 1, sizeof(gr_complex)), gr::io_signature::make(0, 1, sizeof(Gnss_Synchro))) { this->message_port_register_out(pmt::mp("events")); d_sample_counter = 0ULL; // SAMPLE COUNTER d_active = false; d_fs_in = fs_in; d_samples_per_ms = samples_per_ms; d_sampled_ms = sampled_ms; d_config_doppler_max = doppler_max; d_config_doppler_min = doppler_min; d_fft_size = d_sampled_ms * d_samples_per_ms; // HS Acquisition d_max_dwells = max_dwells; d_gnuradio_forecast_samples = d_fft_size * 4; d_input_power = 0.0; d_state = 0; d_disable_assist = false; d_fft_codes.reserve(d_fft_size); #if GNURADIO_FFT_USES_TEMPLATES // Direct FFT d_fft_if = std::make_unique(d_fft_size); // Inverse FFT d_ifft = std::make_unique(d_fft_size); #else // Direct FFT d_fft_if = std::make_unique(d_fft_size, true); // Inverse FFT d_ifft = std::make_unique(d_fft_size, false); #endif // For dumping samples into a file d_dump = dump; d_dump_filename = dump_filename; d_enable_monitor_output = enable_monitor_output; d_doppler_resolution = 0; d_threshold = 0; d_doppler_max = 0; d_doppler_min = 0; d_num_doppler_points = 0; d_doppler_step = 0; d_gnss_synchro = nullptr; d_code_phase = 0; d_doppler_freq = 0; d_test_statistics = 0; d_well_count = 0; d_channel = 0; } void pcps_assisted_acquisition_cc::set_doppler_step(uint32_t doppler_step) { d_doppler_step = doppler_step; } pcps_assisted_acquisition_cc::~pcps_assisted_acquisition_cc() { try { if (d_dump) { d_dump_file.close(); } } catch (const std::ofstream::failure &e) { std::cerr << "Problem closing Acquisition dump file: " << d_dump_filename << '\n'; } catch (const std::exception &e) { std::cerr << e.what() << '\n'; } } void pcps_assisted_acquisition_cc::set_local_code(std::complex *code) { memcpy(d_fft_if->get_inbuf(), code, sizeof(gr_complex) * d_fft_size); } void pcps_assisted_acquisition_cc::init() { d_gnss_synchro->Flag_valid_acquisition = false; d_gnss_synchro->Flag_valid_symbol_output = false; d_gnss_synchro->Flag_valid_pseudorange = false; d_gnss_synchro->Flag_valid_word = false; d_gnss_synchro->Acq_doppler_step = 0U; d_gnss_synchro->Acq_delay_samples = 0.0; d_gnss_synchro->Acq_doppler_hz = 0.0; d_gnss_synchro->Acq_samplestamp_samples = 0ULL; d_input_power = 0.0; d_state = 0; d_fft_if->execute(); // We need the FFT of local code // Conjugate the local code volk_32fc_conjugate_32fc(d_fft_codes.data(), d_fft_if->get_outbuf(), d_fft_size); } void pcps_assisted_acquisition_cc::forecast(int noutput_items, gr_vector_int &ninput_items_required) { if (noutput_items != 0) { ninput_items_required[0] = d_gnuradio_forecast_samples; // set the required available samples in each call } } void pcps_assisted_acquisition_cc::get_assistance() { Gps_Acq_Assist gps_acq_assisistance; if (global_gps_acq_assist_map.read(this->d_gnss_synchro->PRN, gps_acq_assisistance) == true) { // TODO: use the LO tolerance here if (gps_acq_assisistance.dopplerUncertainty >= 1000) { d_doppler_max = gps_acq_assisistance.d_Doppler0 + gps_acq_assisistance.dopplerUncertainty * 2; d_doppler_min = gps_acq_assisistance.d_Doppler0 - gps_acq_assisistance.dopplerUncertainty * 2; } else { d_doppler_max = gps_acq_assisistance.d_Doppler0 + 1000; d_doppler_min = gps_acq_assisistance.d_Doppler0 - 1000; } this->d_disable_assist = false; std::cout << "Acq assist ENABLED for GPS SV " << this->d_gnss_synchro->PRN << " (Doppler max,Doppler min)=(" << d_doppler_max << "," << d_doppler_min << ")\n"; } else { this->d_disable_assist = true; std::cout << "Acq assist DISABLED for GPS SV " << this->d_gnss_synchro->PRN << '\n'; } } void pcps_assisted_acquisition_cc::reset_grid() { d_well_count = 0; for (int32_t i = 0; i < d_num_doppler_points; i++) { for (uint32_t j = 0; j < d_fft_size; j++) { d_grid_data[i][j] = 0.0; } } } void pcps_assisted_acquisition_cc::redefine_grid() { if (this->d_disable_assist == true) { d_doppler_max = d_config_doppler_max; d_doppler_min = d_config_doppler_min; } // Create the search grid array d_num_doppler_points = floor(std::abs(d_doppler_max - d_doppler_min) / d_doppler_step); d_grid_data = std::vector>(d_num_doppler_points, std::vector(d_fft_size)); // create the carrier Doppler wipeoff signals int32_t doppler_hz; float phase_step_rad; d_grid_doppler_wipeoffs = std::vector>>(d_num_doppler_points, std::vector>(d_fft_size)); for (int32_t doppler_index = 0; doppler_index < d_num_doppler_points; doppler_index++) { doppler_hz = d_doppler_min + d_doppler_step * doppler_index; // doppler search steps // compute the carrier doppler wipe-off signal and store it phase_step_rad = static_cast(TWO_PI) * doppler_hz / static_cast(d_fs_in); std::array _phase{}; volk_gnsssdr_s32f_sincos_32fc(d_grid_doppler_wipeoffs[doppler_index].data(), -phase_step_rad, _phase.data(), d_fft_size); } } float pcps_assisted_acquisition_cc::search_maximum() { float magt = 0.0; float fft_normalization_factor; int32_t index_doppler = 0; uint32_t tmp_intex_t = 0; uint32_t index_time = 0; for (int32_t i = 0; i < d_num_doppler_points; i++) { volk_gnsssdr_32f_index_max_32u(&tmp_intex_t, d_grid_data[i].data(), d_fft_size); if (d_grid_data[i][tmp_intex_t] > magt) { magt = d_grid_data[i][index_time]; index_doppler = i; index_time = tmp_intex_t; } } // Normalize the maximum value to correct the scale factor introduced by FFTW fft_normalization_factor = static_cast(d_fft_size) * static_cast(d_fft_size); magt = magt / (fft_normalization_factor * fft_normalization_factor); // 5- Compute the test statistics and compare to the threshold d_test_statistics = 2.0F * d_fft_size * magt / (d_input_power * d_well_count); // 4- record the maximum peak and the associated synchronization parameters d_gnss_synchro->Acq_delay_samples = static_cast(index_time); d_gnss_synchro->Acq_doppler_hz = static_cast(index_doppler * d_doppler_step + d_doppler_min); d_gnss_synchro->Acq_samplestamp_samples = d_sample_counter; d_gnss_synchro->Acq_doppler_step = d_doppler_step; // Record results to file if required if (d_dump) { std::stringstream filename; std::streamsize n = 2 * sizeof(float) * (d_fft_size); // complex file write filename.str(""); filename << "../data/test_statistics_" << d_gnss_synchro->System << "_" << d_gnss_synchro->Signal[0] << d_gnss_synchro->Signal[1] << "_sat_" << d_gnss_synchro->PRN << "_doppler_" << d_gnss_synchro->Acq_doppler_hz << ".dat"; d_dump_file.open(filename.str().c_str(), std::ios::out | std::ios::binary); d_dump_file.write(reinterpret_cast(d_grid_data[index_doppler].data()), n); // write directly |abs(x)|^2 in this Doppler bin? d_dump_file.close(); } return d_test_statistics; } float pcps_assisted_acquisition_cc::estimate_input_power(gr_vector_const_void_star &input_items) const { const auto *in = reinterpret_cast(input_items[0]); // Get the input samples pointer // 1- Compute the input signal power estimation std::vector p_tmp_vector(d_fft_size); volk_32fc_magnitude_squared_32f(p_tmp_vector.data(), in, d_fft_size); float power; volk_32f_accumulator_s32f(&power, p_tmp_vector.data(), d_fft_size); return (power / static_cast(d_fft_size)); } int32_t pcps_assisted_acquisition_cc::compute_and_accumulate_grid(gr_vector_const_void_star &input_items) { // initialize acquisition algorithm const auto *in = reinterpret_cast(input_items[0]); // Get the input samples pointer DLOG(INFO) << "Channel: " << d_channel << " , doing acquisition of satellite: " << d_gnss_synchro->System << " " << d_gnss_synchro->PRN << " ,sample stamp: " << d_sample_counter << ", threshold: " << d_threshold << ", doppler_max: " << d_doppler_max << ", doppler_step: " << d_doppler_step; // 2- Doppler frequency search loop std::vector p_tmp_vector(d_fft_size); for (int32_t doppler_index = 0; doppler_index < d_num_doppler_points; doppler_index++) { // doppler search steps // Perform the carrier wipe-off volk_32fc_x2_multiply_32fc(d_fft_if->get_inbuf(), in, d_grid_doppler_wipeoffs[doppler_index].data(), d_fft_size); // 3- Perform the FFT-based convolution (parallel time search) // Compute the FFT of the carrier wiped--off incoming signal d_fft_if->execute(); // Multiply carrier wiped--off, Fourier transformed incoming signal // with the local FFT'd code reference using SIMD operations with VOLK library volk_32fc_x2_multiply_32fc(d_ifft->get_inbuf(), d_fft_if->get_outbuf(), d_fft_codes.data(), d_fft_size); // compute the inverse FFT d_ifft->execute(); // save the grid matrix delay file volk_32fc_magnitude_squared_32f(p_tmp_vector.data(), d_ifft->get_outbuf(), d_fft_size); const float *old_vector = d_grid_data[doppler_index].data(); volk_32f_x2_add_32f(d_grid_data[doppler_index].data(), old_vector, p_tmp_vector.data(), d_fft_size); } return d_fft_size; } int pcps_assisted_acquisition_cc::general_work(int noutput_items, gr_vector_int &ninput_items, gr_vector_const_void_star &input_items, gr_vector_void_star &output_items) { /*! * TODO: High sensitivity acquisition algorithm: * State Machine: * S0. StandBy. If d_active==1 -> S1 * S1. GetAssist. Define search grid with assistance information. Reset grid matrix -> S2 * S2. ComputeGrid. Perform the FFT acqusition doppler and delay grid. * Accumulate the search grid matrix (#doppler_bins x #fft_size) * Compare maximum to threshold and decide positive or negative * If T>=gamma -> S4 else * If d_well_count S2 * else if !disable_assist -> S3 * else -> S5. * S3. RedefineGrid. Open the grid search to unasisted acquisition. Reset counters and grid. -> S2 * S4. Positive_Acq: Send message and stop acq -> S0 * S5. Negative_Acq: Send message and stop acq -> S0 */ switch (d_state) { case 0: // S0. StandBy if (d_active == true) { d_state = 1; } d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); break; case 1: // S1. GetAssist get_assistance(); redefine_grid(); reset_grid(); d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); d_state = 2; break; case 2: // S2. ComputeGrid int32_t consumed_samples; consumed_samples = compute_and_accumulate_grid(input_items); d_well_count++; if (d_well_count >= d_max_dwells) { d_state = 3; } d_sample_counter += static_cast(consumed_samples); consume_each(consumed_samples); break; case 3: // Compute test statistics and decide d_input_power = estimate_input_power(input_items); d_test_statistics = search_maximum(); if (d_test_statistics > d_threshold) { d_state = 5; } else { if (d_disable_assist == false) { d_disable_assist = true; std::cout << "Acq assist DISABLED for GPS SV " << this->d_gnss_synchro->PRN << '\n'; d_state = 4; } else { d_state = 6; } } d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); break; case 4: // RedefineGrid redefine_grid(); reset_grid(); d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); d_state = 2; break; case 5: // Positive_Acq DLOG(INFO) << "positive acquisition"; DLOG(INFO) << "satellite " << d_gnss_synchro->System << " " << d_gnss_synchro->PRN; DLOG(INFO) << "sample_stamp " << d_sample_counter; DLOG(INFO) << "test statistics value " << d_test_statistics; DLOG(INFO) << "test statistics threshold " << d_threshold; DLOG(INFO) << "code phase " << d_gnss_synchro->Acq_delay_samples; DLOG(INFO) << "doppler " << d_gnss_synchro->Acq_doppler_hz; DLOG(INFO) << "input signal power " << d_input_power; d_active = false; // Send message to channel port //0=STOP_CHANNEL 1=ACQ_SUCCESS 2=ACQ_FAIL this->message_port_pub(pmt::mp("events"), pmt::from_long(1)); // consume samples to not block the GNU Radio flowgraph d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); d_state = 0; // Copy and push current Gnss_Synchro to monitor queue if (d_enable_monitor_output) { auto **out = reinterpret_cast(&output_items[0]); Gnss_Synchro current_synchro_data = Gnss_Synchro(); current_synchro_data = *d_gnss_synchro; *out[0] = current_synchro_data; noutput_items = 1; // Number of Gnss_Synchro objects produced } break; case 6: // Negative_Acq DLOG(INFO) << "negative acquisition"; DLOG(INFO) << "satellite " << d_gnss_synchro->System << " " << d_gnss_synchro->PRN; DLOG(INFO) << "sample_stamp " << d_sample_counter; DLOG(INFO) << "test statistics value " << d_test_statistics; DLOG(INFO) << "test statistics threshold " << d_threshold; DLOG(INFO) << "code phase " << d_gnss_synchro->Acq_delay_samples; DLOG(INFO) << "doppler " << d_gnss_synchro->Acq_doppler_hz; DLOG(INFO) << "input signal power " << d_input_power; d_active = false; // Send message to channel port //0=STOP_CHANNEL 1=ACQ_SUCCESS 2=ACQ_FAIL this->message_port_pub(pmt::mp("events"), pmt::from_long(2)); // consume samples to not block the GNU Radio flowgraph d_sample_counter += static_cast(ninput_items[0]); // sample counter consume_each(ninput_items[0]); d_state = 0; break; default: d_state = 0; break; } return noutput_items; }