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Matched filter implementation.
Essentially a complex FIR filter that's more flexible than the ones already in the code base. Refactor?!
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firmware/baseband/matched_filter.hpp
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firmware/baseband/matched_filter.hpp
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/*
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* Copyright (C) 2015 Jared Boone, ShareBrained Technology, Inc.
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*
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* This file is part of PortaPack.
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*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 2, or (at your option)
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* any later version.
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*
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* This program is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program; see the file COPYING. If not, write to
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* the Free Software Foundation, Inc., 51 Franklin Street,
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* Boston, MA 02110-1301, USA.
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*/
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#ifndef __MATCHED_FILTER_H__
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#define __MATCHED_FILTER_H__
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#include <cstddef>
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#include <complex>
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#include <array>
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#include <vector>
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#include <memory>
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#include <algorithm>
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#include <numeric>
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namespace dsp {
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namespace matched_filter {
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class MatchedFilter {
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public:
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using sample_t = std::complex<float>;
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using tap_t = std::complex<float>;
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using taps_t = std::vector<tap_t>;
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template<size_t N>
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MatchedFilter(
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const std::array<tap_t, N>& taps,
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size_t decimation_factor = 1
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) : taps(taps.cbegin(), taps.cend()),
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decimation_factor { decimation_factor }
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{
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samples.assign(taps.size(), 0.0f);
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}
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bool execute_once(
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const sample_t input
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) {
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samples[samples.size() - decimation_factor + decimation_phase] = input;
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advance_decimation_phase();
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if( is_new_decimation_cycle() ) {
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output = std::inner_product(samples.cbegin(), samples.cend(), taps.cbegin(), sample_t { 0.0f, 0.0f });
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shift_by_decimation_factor();
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return true;
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} else {
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return false;
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}
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}
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sample_t get_output() const {
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return output;
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}
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private:
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using samples_t = std::vector<sample_t>;
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samples_t samples;
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taps_t taps;
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size_t decimation_factor { 1 };
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size_t decimation_phase { 0 };
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sample_t output;
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void shift_by_decimation_factor() {
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std::rotate(samples.begin(), samples.begin() + decimation_factor, samples.end());
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}
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void advance_decimation_phase() {
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decimation_phase = (decimation_phase + 1) % decimation_factor;
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}
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bool is_new_decimation_cycle() {
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return (decimation_phase == 0);
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}
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};
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} /* namespace matched_filter */
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} /* namespace dsp */
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#endif/*__MATCHED_FILTER_H__*/
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