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https://github.com/gnss-sdr/gnss-sdr
synced 2025-06-24 01:14:08 +00:00
Improved multistate notch filter
Better managing of the system memory
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41e181e30d
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@ -47,77 +47,97 @@ Notch::Notch(float pfa, float p_c_factor, int length_) : gr::block("Notch",
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{
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{
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const int alignment_multiple = volk_get_alignment() / sizeof(gr_complex);
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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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set_alignment(std::max(1, alignment_multiple));
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set_history(2);
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this->pfa = pfa;
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this->pfa = pfa;
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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->p_c_factor = p_c_factor;
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this->length_ = length_;
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this->length_ = length_; //Set the number of samples per segment
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filter_state_ = false;
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set_output_multiple(length_);
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n_deg_fred = 2 * length_;
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filter_state_ = false; //Initial state of the filter
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n_segments_est = 5;
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n_deg_fred = 2 * length_; //Number of dregrees of freedom
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n_segments = 0;
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n_segments = 0;
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n_segments_est = 8; // Set the number of segments for noise power estimation
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n_segments_reset = 1000000; // Set the period (in segments) when the noise power is estimated
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z_0 = gr_complex(0 , 0);
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z_0 = gr_complex(0 , 0);
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boost::math::chi_squared_distribution<float> my_dist_(n_deg_fred);
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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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thres_ = boost::math::quantile(boost::math::complement(my_dist_, pfa));
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in = NULL;
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out = NULL;
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paux = NULL;
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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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last_out = gr_complex(0,0);
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}
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}
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Notch::~Notch()
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{
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volk_free(c_samples);
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volk_free(angle_);
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}
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int Notch::general_work(int noutput_items __attribute__((unused)), gr_vector_int &ninput_items __attribute__((unused)),
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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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gr_vector_const_void_star &input_items, gr_vector_void_star &output_items)
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{
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{
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gr_complex * in = (gr_complex *) input_items[0];
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int index_in = 1;
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gr_complex *out = (gr_complex *) output_items[0];
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int index_out = 0;
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gr_complex * paux;
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in = (gr_complex *) input_items[index_in];
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int samples_proc = 0;
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out = (gr_complex *) output_items[index_out];
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int aux = 0;
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int aux = 0;
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gr_complex magnitude;
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gr_complex magnitude;
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float sig2 = 0.0;
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float sig2 = 0.0;
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float* angle_;
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while(((index_out + length_) < noutput_items) && (n_segments < n_segments_est) && (filter_state_ == false))
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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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{
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volk_32fc_x2_conjugate_dot_prod_32fc(&magnitude, in, in, length_);
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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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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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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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index_out = index_out + length_;
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index_in = index_in +length_;
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n_segments++;
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n_segments++;
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memcpy(out, in, sizeof(gr_complex)*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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in = (gr_complex *) input_items[index_in];
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out = (gr_complex *) output_items[samples_proc];
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out = (gr_complex *) output_items[index_out];
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}
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}
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while((samples_proc + length_) < noutput_items)
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while((index_out + length_) < noutput_items)
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{
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{
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n_segments++;
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volk_32fc_x2_conjugate_dot_prod_32fc(&magnitude, in, in, length_);
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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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if( (magnitude.real() / noise_pow_est) > thres_)
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{
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{
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filter_state_ = true;
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if(filter_state_ == false)
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paux = (gr_complex *) input_items[samples_proc-1];
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{
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filter_state_ = true;
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last_out = gr_complex(0,0);
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}
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paux = (gr_complex *) input_items[index_in-1];
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volk_32fc_x2_multiply_conjugate_32fc(c_samples, in, paux, length_);
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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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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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for(aux = 0; aux < length_; aux++)
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{
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{
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z_0 = std::exp(gr_complex(0,1) *angle_[aux]);
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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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out[index_out] = in[index_in] - z_0 * in[index_in - 1]
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+ gr_complex(p_c_factor,0) * z_0 * out[samples_proc -1];
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+ gr_complex(p_c_factor,0) * z_0 * last_out;
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samples_proc++;
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last_out = out[index_out];
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in = (gr_complex *) input_items[samples_proc];
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index_out++;
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out = (gr_complex *) output_items[samples_proc];
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index_in++;
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in = (gr_complex *) input_items[index_in];
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out = (gr_complex *) output_items[index_out];
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}
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}
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}
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}
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else
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else
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{
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{
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if (n_segments > n_segments_reset)
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{
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n_segments = 0;
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}
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filter_state_ = false;
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filter_state_ = false;
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samples_proc = samples_proc + length_;
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index_out = index_out + length_;
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memcpy(out, in, sizeof(gr_complex)*length_);
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index_in = index_in +length_;
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in = (gr_complex *) input_items[samples_proc];
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memcpy(out, in, sizeof(gr_complex) * length_);
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out = (gr_complex *) output_items[samples_proc];
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in = (gr_complex *) input_items[index_in];
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out = (gr_complex *) output_items[index_out];
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}
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}
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}
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}
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volk_free(c_samples);
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consume_each(index_out);
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volk_free(angle_);
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return index_out;
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consume_each(samples_proc);
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return samples_proc;
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}
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}
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@ -54,20 +54,26 @@ private:
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float p_c_factor;
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float p_c_factor;
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float thres_;
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float thres_;
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int length_;
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int length_;
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int n_segments_est;
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unsigned int n_segments;
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int n_segments;
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unsigned int n_segments_est;
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unsigned int n_segments_reset;
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int n_deg_fred;
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int n_deg_fred;
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bool filter_state_;
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bool filter_state_;
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gr_complex last_out;
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gr_complex z_0;
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gr_complex z_0;
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gr_complex* in;
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gr_complex* out;
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gr_complex* paux;
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gr_complex* c_samples;
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float* angle_;
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public:
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public:
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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(float pfa, float p_c_factor, int length_);
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~Notch();
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int general_work (int noutput_items, gr_vector_int &ninput_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_const_void_star &input_items,
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gr_vector_void_star &output_items);
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gr_vector_void_star &output_items);
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