sdrangel/sdrbase/dsp/fftnr.h

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///////////////////////////////////////////////////////////////////////////////////
// Copyright (C) 2023 Edouard Griffiths, F4EXB //
// //
// Helper class for noise reduction //
// //
// This program is free software; you can redistribute it and/or modify //
// it under the terms of the GNU General Public License as published by //
// the Free Software Foundation as version 3 of the License, or //
// (at your option) any later version. //
// //
// This program is distributed in the hope that it will be useful, //
// but WITHOUT ANY WARRANTY; without even the implied warranty of //
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the //
// GNU General Public License V3 for more details. //
// //
// You should have received a copy of the GNU General Public License //
// along with this program. If not, see <http://www.gnu.org/licenses/>. //
///////////////////////////////////////////////////////////////////////////////////
#ifndef _FFTNR_H
#define _FFTNR_H
#include <complex>
#include "export.h"
class SDRBASE_API FFTNoiseReduction {
public:
typedef std::complex<float> cmplx;
enum Scheme {
SchemeAverage,
SchemeAvgStdDev,
SchemePeaks
};
FFTNoiseReduction(int len);
~FFTNoiseReduction();
void init(); //!< call befor start of initial FFT scan
void push(cmplx data, int index); //!< Push FFT bin during initial FFT scan
void calc(); //!< calculate after initial FFT scan
bool cut(int index); //!< true if bin is to be zeroed else false (during second FFT scan)
void setAlpha(float alpha) { m_expFilter.setAlpha(alpha); }
void setScheme(Scheme scheme);
float m_aboveAvgFactor; //!< above average factor
float m_sigmaFactor; //!< sigma multiplicator for average + std deviation
int m_nbPeaks; //!< number of peaks (peaks scheme)
private:
class ExponentialFilter {
public:
ExponentialFilter();
float push(float newValue);
void reset();
void setAlpha(float alpha);
private:
bool m_init;
float m_alpha;
float m_prev;
};
Scheme m_scheme;
int m_flen; //!< FFT length
float *m_mags; //!< magnitudes (PSD)
float *m_tmp; //!< temporary buffer
float m_magAvg; //!< average of magnitudes
float m_magThr; //!< magnitude threshold (peaks scheme)
ExponentialFilter m_expFilter; //!< exponential filter for parameter smoothing
};
#endif