2023-01-08 19:03:29 +01:00
										 
									 
								 
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								///////////////////////////////////////////////////////////////////////////////////
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								// Copyright (C) 2023 Edouard Griffiths, F4EXB.                                  //
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								//                                                                               //
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								// This is the code from ft8mon: https://github.com/rtmrtmrtmrtm/ft8mon          //
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								// written by Robert Morris, AB1HL                                               //
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								// reformatted and adapted to Qt and SDRangel context                            //
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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 as version 3 of the License, or                  //
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								// (at your option) 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 V3 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. If not, see <http://www.gnu.org/licenses/>.          //
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								///////////////////////////////////////////////////////////////////////////////////
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								#include <math.h>
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								#include <complex>
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								#include <string>
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								#include <algorithm>
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											2023-01-11 04:49:16 +01:00
										 
									 
								 
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											2023-01-11 01:32:14 +01:00
										 
									 
								 
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								#include "util/timeutil.h"
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								#include "util.h"
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								namespace FT8 {
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											2023-01-08 21:41:43 +01:00
										 
									 
								 
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								double now()
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								{
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								    return TimeUtil::nowus() / 1000000.0;
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								}
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								//
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								// Goertzel Algorithm for a Non-integer Frequency Index, Rick Lyons
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								// https://www.dsprelated.com/showarticle/495.php
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								//
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								std::complex<float> goertzel(std::vector<float> v, int rate, int i0, int n, float hz)
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								{
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								    // float radians_per_sample = (hz * 2 * M_PI) / rate;
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								    // float k = radians_per_sample * n;
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								    float bin_hz = rate / (float)n;
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								    float k = hz / bin_hz;
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								    float alpha = 2 * M_PI * k / n;
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								    float beta = 2 * M_PI * k * (n - 1.0) / n;
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								    float two_cos_alpha = 2 * cos(alpha);
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								    float a = cos(beta);
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								    float b = -sin(beta);
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								    float c = sin(alpha) * sin(beta) - cos(alpha) * cos(beta);
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								    float d = sin(2 * M_PI * k);
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								    float w1 = 0;
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								    float w2 = 0;
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								    for (int i = 0; i < n; i++)
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								    {
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								        float w0 = v[i0 + i] + two_cos_alpha * w1 - w2;
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								        w2 = w1;
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								        w1 = w0;
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								    }
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								    float re = w1 * a + w2 * c;
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								    float im = w1 * b + w2 * d;
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								    return std::complex<float>(re, im);
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								}
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								float vmax(const std::vector<float> &v)
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								{
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								    float mx = 0;
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								    int got = 0;
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								    for (int i = 0; i < (int)v.size(); i++)
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								    {
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								        if (got == 0 || v[i] > mx)
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								        {
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								            got = 1;
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								            mx = v[i];
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								        }
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								    }
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								    return mx;
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								}
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								std::vector<float> vreal(const std::vector<std::complex<float>> &a)
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								{
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								    std::vector<float> b(a.size());
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								    for (int i = 0; i < (int)a.size(); i++)
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								    {
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								        b[i] = a[i].real();
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								    }
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								    return b;
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								}
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								std::vector<float> vimag(const std::vector<std::complex<float>> &a)
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								{
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								    std::vector<float> b(a.size());
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								    for (int i = 0; i < (int)a.size(); i++)
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								    {
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								        b[i] = a[i].imag();
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								    }
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								    return b;
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								}
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								// generate 8-FSK, at 25 hz, bin size 6.25 hz,
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								// 200 samples/second, 32 samples/symbol.
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								// used as reference to detect pairs of symbols.
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								// superseded by gfsk().
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								std::vector<std::complex<float>> fsk_c(const std::vector<int> &syms)
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								{
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								    int n = syms.size();
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								    std::vector<std::complex<float>> v(n * 32);
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								    float theta = 0;
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								    for (int si = 0; si < n; si++)
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								    {
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								        float hz = 25 + syms[si] * 6.25;
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								        for (int i = 0; i < 32; i++)
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								        {
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								            v[si * 32 + i] = std::complex<float>(cos(theta), sin(theta));
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								            theta += 2 * M_PI / (200 / hz);
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								        }
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								    }
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								    return v;
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								}
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								// copied from wsjt-x ft2/gfsk_pulse.f90.
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								// b is 1.0 for FT4; 2.0 for FT8.
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								float gfsk_point(float b, float t)
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								{
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								    float c = M_PI * sqrt(2.0 / log(2.0));
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								    float x = 0.5 * (erf(c * b * (t + 0.5)) - erf(c * b * (t - 0.5)));
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								    return x;
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								}
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								// the smoothing window for gfsk.
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								// run the window over impulses of symbol frequencies,
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								// each impulse at the center of its symbol time.
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								// three symbols wide.
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								// most of the pulse is in the center symbol.
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								// b is 1.0 for FT4; 2.0 for FT8.
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								std::vector<float> gfsk_window(int samples_per_symbol, float b)
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								{
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								    std::vector<float> v(3 * samples_per_symbol);
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								    float sum = 0;
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								    for (int i = 0; i < (int)v.size(); i++)
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								    {
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								        float x = i / (float)samples_per_symbol;
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								        x -= 1.5;
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							 | 
							
							
								        float y = gfsk_point(b, x);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        v[i] = y;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        sum += y;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < (int)v.size(); i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        v[i] /= sum;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    return v;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								}
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// gaussian-smoothed fsk.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// the gaussian smooths the instantaneous frequencies,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// so that the transitions between symbols don't
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// cause clicks.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// gwin is gfsk_window(32, 2.0)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								std::vector<std::complex<float>> gfsk_c(
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    const std::vector<int> &symbols,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float hz0, float hz1,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float spacing, int rate, int symsamples,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float phase0,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    const std::vector<float> &gwin
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								{
							 | 
						
					
						
							
								
									
										
										
										
											2023-01-24 04:05:35 +01:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    if (!((gwin.size() % 2) == 0))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        std::vector<std::complex<float>> v(symsamples * symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        return v;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							
								
									
										
										
										
											2023-01-08 19:03:29 +01:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // compute frequency for each symbol.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // generate a spike in the middle of each symbol time;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // the gaussian filter will turn it into a waveform.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<float> hzv(symsamples * (symbols.size() + 2), 0.0);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int bi = 0; bi < (int)symbols.size(); bi++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float base_hz = hz0 + (hz1 - hz0) * (bi / (float)symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float fr = base_hz + (symbols[bi] * spacing);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        int mid = symsamples * (bi + 1) + symsamples / 2;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        // the window has even size, so split the impulse over
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        // the two middle samples to be symmetric.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[mid] = fr * symsamples / 2.0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[mid - 1] = fr * symsamples / 2.0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // repeat first and last symbols
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < symsamples; i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[i] = hzv[i + symsamples];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[symsamples * (symbols.size() + 1) + i] = hzv[symsamples * symbols.size() + i];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // run the per-sample frequency vector through
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // the gaussian filter.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    int half = gwin.size() / 2;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<float> o(hzv.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < (int)o.size(); i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float sum = 0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        for (int j = 0; j < (int)gwin.size(); j++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            int k = i - half + j;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            if (k >= 0 && k < (int)hzv.size())
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								                sum += hzv[k] * gwin[j];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        o[i] = sum;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // drop repeated first and last symbols
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<float> oo(symsamples * symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < (int)oo.size(); i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        oo[i] = o[i + symsamples];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // now oo[i] contains the frequency for the i'th sample.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<std::complex<float>> v(symsamples * symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float theta = phase0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < (int)v.size(); i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        v[i] = std::complex<float>(cos(theta), sin(theta));
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float hz = oo[i];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        theta += 2 * M_PI / (rate / hz);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    return v;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								}
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// gaussian-smoothed fsk.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// the gaussian smooths the instantaneous frequencies,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// so that the transitions between symbols don't
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// cause clicks.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								// gwin is gfsk_window(32, 2.0)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								std::vector<float> gfsk_r(
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    const std::vector<int> &symbols,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float hz0, float hz1,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float spacing, int rate, int symsamples,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    float phase0,
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    const std::vector<float> &gwin
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								{
							 | 
						
					
						
							
								
									
										
										
										
											2023-01-24 04:05:35 +01:00
										 
									 
								 
							 | 
							
								
									
										
									
								
							 | 
							
								
							 | 
							
							
								    if (!((gwin.size() % 2) == 0))
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        std::vector<float> v(symsamples * symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        return v;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							
								
									
										
										
										
											2023-01-08 19:03:29 +01:00
										 
									 
								 
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // compute frequency for each symbol.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // generate a spike in the middle of each symbol time;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // the gaussian filter will turn it into a waveform.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<float> hzv(symsamples * (symbols.size() + 2), 0.0);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int bi = 0; bi < (int)symbols.size(); bi++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float base_hz = hz0 + (hz1 - hz0) * (bi / (float)symbols.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float fr = base_hz + (symbols[bi] * spacing);
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        int mid = symsamples * (bi + 1) + symsamples / 2;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        // the window has even size, so split the impulse over
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        // the two middle samples to be symmetric.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[mid] = fr * symsamples / 2.0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[mid - 1] = fr * symsamples / 2.0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // repeat first and last symbols
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < symsamples; i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[i] = hzv[i + symsamples];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        hzv[symsamples * (symbols.size() + 1) + i] = hzv[symsamples * symbols.size() + i];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // run the per-sample frequency vector through
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // the gaussian filter.
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    int half = gwin.size() / 2;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    std::vector<float> o(hzv.size());
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    for (int i = 0; i < (int)o.size(); i++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        float sum = 0;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        for (int j = 0; j < (int)gwin.size(); j++)
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            int k = i - half + j;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            if (k >= 0 && k < (int)hzv.size())
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            {
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								                sum += hzv[k] * gwin[j];
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								            }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								        o[i] = sum;
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    }
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								
							 | 
						
					
						
							| 
								
							 | 
							
								
							 | 
							
								
							 | 
							
							
								    // drop repeated first and last symbols
							 | 
						
					
						
							| 
								
							 | 
							
								
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								    std::vector<float> oo(symsamples * symbols.size());
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								    for (int i = 0; i < (int)oo.size(); i++)
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								    {
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								        oo[i] = o[i + symsamples];
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								    }
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								    // now oo[i] contains the frequency for the i'th sample.
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								    std::vector<float> v(symsamples * symbols.size());
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								    float theta = phase0;
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								    for (int i = 0; i < (int)v.size(); i++)
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								    {
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								        v[i] = cos(theta);
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								        float hz = oo[i];
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								        theta += 2 * M_PI / (rate / hz);
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								    }
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								    return v;
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								}
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								const std::string WHITESPACE = " \n\r\t\f\v";
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								std::string ltrim(const std::string &s)
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								{
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								    size_t start = s.find_first_not_of(WHITESPACE);
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								    return (start == std::string::npos) ? "" : s.substr(start);
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								}
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								std::string rtrim(const std::string &s)
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								{
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								    size_t end = s.find_last_not_of(WHITESPACE);
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								    return (end == std::string::npos) ? "" : s.substr(0, end + 1);
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								}
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								std::string trim(const std::string &s) {
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								    return rtrim(ltrim(s));
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								}
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								} // namespace FT8
							 |