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https://github.com/gnss-sdr/gnss-sdr
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Beta version of notch input filter
Beta version of general_work method implemented
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@ -37,7 +37,7 @@
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#include <gnuradio/blocks/file_sink.h>
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#include <glog/logging.h>
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#include "configuration_interface.h"
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#include "notch_cc.cc"
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#include "notch_cc.h"
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using google::LogMessage;
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@ -47,12 +47,12 @@ NotchFilter::NotchFilter(ConfigurationInterface* configuration, std::string role
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out_streams_(out_streams)
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{
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size_t item_size_;
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double pfa;
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double default_pfa = 0.001;
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double p_c_factor;
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double default_p_c_factor = 0.9;
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unsigned int length_;
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unsigned int default_length_ = 5;
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float pfa;
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float default_pfa = 0.001;
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float p_c_factor;
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float default_p_c_factor = 0.9;
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int length_;
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int default_length_ = 5;
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std::string default_item_type = "gr_complex";
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std::string default_dump_file = "./data/input_filter.dat";
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item_type_ = configuration->property(role + ".item_type", default_item_type);
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@ -37,6 +37,7 @@
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#include <vector>
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#include <gnuradio/blocks/file_sink.h>
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#include "gnss_block_interface.h"
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#include "notch_cc.h"
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class ConfigurationInterface;
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@ -77,7 +78,7 @@ private:
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unsigned int in_streams_;
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unsigned int out_streams_;
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gr::blocks::file_sink::sptr file_sink_;
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gr::block_sptr notch_filter_;
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notch_sptr notch_filter_;
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};
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#endif //GNSS_SDR_NOTCH_FILTER_H_
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@ -32,27 +32,32 @@
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#include <boost/math/distributions/chi_squared.hpp>
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#include <cmath>
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#include <complex>
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#include <gnuradio/block.h>
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#include <gnuradio/io_signature.h>
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#include <volk/volk.h>
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notch_sptr make_notch_filter(double pfa, double p_c_factor,
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unsigned int length_)
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notch_sptr make_notch_filter(float pfa, float p_c_factor,
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int length_)
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{
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return notch_sptr(new Notch(pfa, p_c_factor, length_));
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}
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Notch::Notch(double pfa, double p_c_factor, unsigned int length_) : gr::block("Notch",
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Notch::Notch(float pfa, float p_c_factor, int length_) : gr::block("Notch",
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gr::io_signature::make (1, 1, sizeof(gr_complex)),
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gr::io_signature::make (1, 1, sizeof(gr_complex)))
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{
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const int alignment_multiple = volk_get_alignment() / sizeof(gr_complex);
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set_alignment(std::max(1, alignment_multiple));
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this->pfa = pfa;
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this->noise_pow_est = 0.0;
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noise_pow_est = 0.0;
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this->p_c_factor = p_c_factor;
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this->length_ = length_;
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filter_state_ = 0;
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filter_state_ = false;
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n_deg_fred = 2 * length_;
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n_segments_est = 5;
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n_segments = 0;
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z_0 = gr_complex(0 , 0);
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thres_ =
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boost::math::chi_squared_distribution<float> my_dist_(n_deg_fred);
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thres_ = boost::math::quantile(boost::math::complement(my_dist_, pfa));
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}
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@ -60,5 +65,59 @@ Notch::Notch(double pfa, double p_c_factor, unsigned int length_) : gr::block("N
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int Notch::general_work(int noutput_items __attribute__((unused)), gr_vector_int &ninput_items __attribute__((unused)),
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gr_vector_const_void_star &input_items, gr_vector_void_star &output_items)
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{
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gr_complex * in = (gr_complex *) input_items[0];
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gr_complex *out = (gr_complex *) output_items[0];
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gr_complex * paux;
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int samples_proc = 0;
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int aux = 0;
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gr_complex magnitude;
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float sig2 = 0.0;
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float* angle_;
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gr_complex * c_samples;
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c_samples = static_cast<gr_complex *>(volk_malloc(length_ * sizeof(gr_complex), volk_get_alignment()));
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angle_ = static_cast<float *>(volk_malloc(length_ * sizeof(float), volk_get_alignment()));
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while(((samples_proc + length_) < noutput_items) && (n_segments < n_segments_est))
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{
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volk_32fc_x2_conjugate_dot_prod_32fc(&magnitude, in, in, length_);
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sig2 = magnitude.real() / ((float) n_deg_fred);
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noise_pow_est = (((float) n_segments) * noise_pow_est + sig2) / ((float)(n_segments + 1));
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samples_proc = samples_proc + length_;
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n_segments++;
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memcpy(out, in, sizeof(gr_complex)*length_);
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in = (gr_complex *) input_items[samples_proc];
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out = (gr_complex *) output_items[samples_proc];
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}
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while((samples_proc + length_) < noutput_items)
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{
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volk_32fc_x2_conjugate_dot_prod_32fc(&magnitude, in, in, length_);
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if( (magnitude.real() / noise_pow_est) > thres_)
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{
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filter_state_ = true;
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paux = (gr_complex *) input_items[samples_proc-1];
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volk_32fc_x2_multiply_conjugate_32fc(c_samples, in, paux, length_);
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volk_32fc_s32f_atan2_32f(angle_, c_samples, (float)1.0, length_);
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for(aux = 0; aux < length_; aux++)
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{
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z_0 = std::exp(gr_complex(0,1) *angle_[aux]);
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out[samples_proc] = in[samples_proc] - z_0 * in[samples_proc - 1]
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+ gr_complex(p_c_factor,0) * z_0 * out[samples_proc -1];
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samples_proc++;
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in = (gr_complex *) input_items[samples_proc];
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out = (gr_complex *) output_items[samples_proc];
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}
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}
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else
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{
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filter_state_ = false;
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samples_proc = samples_proc + length_;
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memcpy(out, in, sizeof(gr_complex)*length_);
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in = (gr_complex *) input_items[samples_proc];
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out = (gr_complex *) output_items[samples_proc];
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}
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}
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volk_free(c_samples);
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volk_free(angle_);
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consume_each(samples_proc);
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return samples_proc;
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}
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@ -38,37 +38,41 @@ class Notch;
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typedef boost::shared_ptr<Notch> notch_sptr;
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notch_sptr make_notch_filter(double pfa, double p_c_factor,
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unsigned int length_);
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notch_sptr make_notch_filter(float pfa, float p_c_factor,
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int length_);
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/*!
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* \brief This class implements a real-time software-defined multi state notch filter
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*/
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class Notch: public gr::block
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class Notch : public gr::block
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{
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private:
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friend notch_sptr make_notch_filter(double pfa, double p_c_factor,
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unsigned int length_);
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double pfa;
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double noise_pow_est;
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double p_c_factor;
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double thres_;
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unsigned int length_;
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unsigned int n_deg_fred;
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unsigned int filter_state_;
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float pfa;
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float noise_pow_est;
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float p_c_factor;
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float thres_;
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int length_;
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int n_segments_est;
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int n_segments;
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int n_deg_fred;
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bool filter_state_;
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gr_complex z_0;
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public:
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Notch(double pfa, double p_c_factor, unsigned int length_);
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//friend notch_sptr make_notch_filter(float pfa, float p_c_factor,
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// int length_);
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Notch(float pfa, float p_c_factor, int length_);
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~Notch();
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int work (int noutput_items, gr_vector_const_void_star &input_items,
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gr_vector_void_star &output_items);
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int general_work (int noutput_items, gr_vector_int &ninput_items,
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gr_vector_const_void_star &input_items,
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gr_vector_void_star &output_items);
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};
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#endif //GNSS_SDR_NOTCH_H_
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