fix filter generation
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507c5f96df
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@ -2,6 +2,7 @@
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#define FILTER_IFILTER_H
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#include <cstdint>
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#include <string>
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#include <vector>
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namespace Filter {
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@ -14,6 +15,8 @@ class IFilter {
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IFilter(std::size_t size);
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virtual ~IFilter(){};
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void Dump(const std::string& path) const;
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void ConvolveIQ(const std::vector<float>& input, std::vector<float>& output);
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};
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} // namespace Filter
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@ -10,7 +10,7 @@ namespace Filter {
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class LowPassFilter : public IFilter {
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public:
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LowPassFilter(std::size_t size, std::size_t cutoffHz, std::size_t sampleRateHz, const std::vector<float>& window);
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LowPassFilter(std::int32_t size, std::size_t cutoffHz, std::size_t sampleRateHz, const std::vector<float>& window);
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~LowPassFilter() override{};
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};
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} // namespace Filter
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@ -14,7 +14,9 @@ class HammingWindow : public IWindow {
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HammingWindow(std::size_t width);
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~HammingWindow() override {}
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const std::vector<float>& getWindow() override { return window; }
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void Dump(const std::string& path) const override;
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const std::vector<float>& getWindow() const override { return window; }
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};
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} // namespace Filter
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@ -1,13 +1,16 @@
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#ifndef FILTER_IWINDOW_H
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#define FILTER_IWINDOW_H
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#include <string>
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#include <vector>
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namespace Filter {
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class IWindow {
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public:
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virtual ~IWindow() {}
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virtual const std::vector<float>& getWindow() = 0;
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virtual void Dump(const std::string& path) const = 0;
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virtual const std::vector<float>& getWindow() const = 0;
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};
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} // namespace Filter
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@ -1,31 +1,43 @@
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#include <cstddef>
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#include <fstream>
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#include <vector>
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#include <filter/filter/filter.hpp>
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#include <iostream>
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namespace Filter {
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IFilter::IFilter(std::size_t size) {
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impulseResponse.reserve(size);
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IFilter::IFilter(std::size_t size) : impulseResponse(size) {}
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void IFilter::Dump(const std::string& path) const {
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std::ofstream output;
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output.open(path, std::ios::out | std::ios::binary);
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output.write(reinterpret_cast<const char*>(impulseResponse.data()), sizeof(float) * impulseResponse.size());
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output.close();
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}
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void IFilter::ConvolveIQ(const std::vector<float>& input, std::vector<float>& output) {
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// TODO: SIMD
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output.clear();
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auto itIn = input.begin();
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auto itOut = output.begin();
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while (itIn != input.end()) {
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float I = 0, Q = 0;
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for (float h : impulseResponse) {
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// I
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*itOut += *itIn * h;
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itIn++;
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itOut++;
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I += *itIn * h;
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// Q
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*itOut += *itIn * h;
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itIn++;
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itOut++;
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Q += *itIn * h;
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}
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*(itOut + 0) = I;
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*(itOut + 1) = Q;
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itIn += 2;
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itOut += 2;
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}
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}
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} // namespace Filter
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@ -1,21 +1,26 @@
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#include <cmath>
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#include <cstddef>
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#include <iostream>
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#include <numbers>
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#include <vector>
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#include <filter/filter/low_pass_filter.hpp>
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using std::numbers::pi;
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namespace Filter {
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LowPassFilter::LowPassFilter(std::size_t size, std::size_t cutoffHz, std::size_t sampleRateHz, const std::vector<float>& window) : IFilter(size) {
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for (std::size_t i = 0; i < size; i++) {
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std::size_t shift = std::round(size / 2);
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float sampleTime = 1.0f / sampleRateHz;
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LowPassFilter::LowPassFilter(std::int32_t size, std::size_t cutoffHz, std::size_t sampleRateHz, const std::vector<float>& window) : IFilter(size) {
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for (std::int32_t i = 0; i < size; i++) {
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int shift = size / 2.0f;
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float sampleTimeS = 1.0f / sampleRateHz;
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if (shift != i) {
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IFilter::impulseResponse[i] = std::sin(2.0f * std::numbers::pi * sampleTime * (i - shift)) / (std::numbers::pi * sampleTime * (i - shift));
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IFilter::impulseResponse[i] = std::sin(2.0f * pi * cutoffHz * sampleTimeS * (i - shift)) / (pi * sampleTimeS * (i - shift));
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} else {
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IFilter::impulseResponse[i] = 2.0f * cutoffHz;
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}
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IFilter::impulseResponse[i] *= sampleTime * window[i];
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IFilter::impulseResponse[i] *= sampleTimeS * window[i];
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}
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}
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@ -9,6 +9,7 @@
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#include <cxxopts.hpp>
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const std::size_t BUFFER_SIZE = 256;
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const std::size_t FILTER_SIZE = 64;
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using namespace Filter;
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@ -45,14 +46,15 @@ int main(int argc, char** argv) {
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}
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// create low pass filter
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LowPassFilter lpf(BUFFER_SIZE, result["cutoff"].as<std::size_t>(), result["sample_rate"].as<std::size_t>(), HammingWindow(BUFFER_SIZE).getWindow());
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LowPassFilter lpf(FILTER_SIZE, result["cutoff"].as<std::size_t>(), result["sample_rate"].as<std::size_t>(), HammingWindow(FILTER_SIZE).getWindow());
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lpf.Dump("filter.dmp");
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HammingWindow(FILTER_SIZE).Dump("window.dmp");
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// read data
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std::vector<float> inputBuffer;
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inputBuffer.reserve(BUFFER_SIZE);
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std::vector<float> inputBuffer(BUFFER_SIZE);
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std::vector<float> outputBuffer;
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outputBuffer.reserve(BUFFER_SIZE);
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std::vector<float> outputBuffer(BUFFER_SIZE);
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std::size_t len;
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@ -63,6 +65,8 @@ int main(int argc, char** argv) {
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}
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lpf.ConvolveIQ(inputBuffer, outputBuffer);
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std::fwrite(outputBuffer.data(), sizeof(float), BUFFER_SIZE, stdout);
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}
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return 0;
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@ -1,13 +1,21 @@
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#include <cmath>
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#include <cstdio>
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#include <fstream>
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#include <numbers>
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#include <filter/window/hamming_window.hpp>
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namespace Filter {
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HammingWindow::HammingWindow(std::size_t width) {
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window.reserve(width);
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HammingWindow::HammingWindow(std::size_t width) : window(width) {
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for (std::size_t i = 0; i < width; i++) {
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window[i] = (25 / 46.0) - (21 / 46.0) * std::cos(2 * std::numbers::pi * i / width);
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window[i] = (25 / 46.0f) - (21 / 46.0f) * std::cos(2.0f * std::numbers::pi * i / (float)width);
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}
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}
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void HammingWindow::Dump(const std::string& path) const {
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std::ofstream output;
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output.open(path, std::ios::out | std::ios::binary);
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output.write(reinterpret_cast<const char*>(getWindow().data()), sizeof(float) * getWindow().size());
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output.close();
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}
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} // namespace Filter
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