307 lines
7.4 KiB
C++
307 lines
7.4 KiB
C++
//$ nobt
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//$ nocpp
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/**
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* @file r8butil.h
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*
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* @brief The inclusion file with several utility functions.
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*
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* This file includes several utility functions used by various utility
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* programs like "calcErrorTable.cpp".
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*
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* r8brain-free-src Copyright (c) 2013-2021 Aleksey Vaneev
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* See the "LICENSE" file for license.
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*/
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#ifndef R8BUTIL_INCLUDED
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#define R8BUTIL_INCLUDED
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#include "r8bbase.h"
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namespace r8b {
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/**
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* @param re Real part of the frequency response.
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* @param im Imaginary part of the frequency response.
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* @return A magnitude response value converted from the linear scale to the
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* logarithmic scale.
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*/
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inline double convertResponseToLog( const double re, const double im )
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{
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return( 4.34294481903251828 * log( re * re + im * im + 1e-100 ));
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}
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/**
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* An utility function that performs frequency response scanning step update
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* based on the current magnitude response's slope.
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*
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* @param[in,out] step The current scanning step. Will be updated on
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* function's return. Must be a positive value.
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* @param curg Squared magnitude response at the current frequency point.
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* @param[in,out] prevg_log Previous magnitude response, log scale. Will be
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* updated on function's return.
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* @param prec Precision multiplier, affects the size of the step.
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* @param maxstep The maximal allowed step.
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* @param minstep The minimal allowed step.
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*/
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inline void updateScanStep( double& step, const double curg,
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double& prevg_log, const double prec, const double maxstep,
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const double minstep = 1e-11 )
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{
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double curg_log = 4.34294481903251828 * log( curg + 1e-100 );
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curg_log += ( prevg_log - curg_log ) * 0.7;
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const double slope = fabs( curg_log - prevg_log );
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prevg_log = curg_log;
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if( slope > 0.0 )
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{
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step /= prec * slope;
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step = max( min( step, maxstep ), minstep );
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}
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}
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/**
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* Function locates normalized frequency at which the minimum filter gain
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* is reached. The scanning is performed from lower (left) to higher
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* (right) frequencies, the whole range is scanned.
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*
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* Function expects that the magnitude response is always reducing from lower
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* to high frequencies, starting at "minth".
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*
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* @param flt Filter response.
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* @param fltlen Filter response's length in samples (taps).
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* @param[out] ming The current minimal gain (squared). On function's return
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* will contain the minimal gain value found (squared).
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* @param[out] minth The normalized frequency where the minimal gain is
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* currently at. On function's return will point to the normalized frequency
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* where the new minimum was found.
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* @param thend The ending frequency, inclusive.
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*/
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inline void findFIRFilterResponseMinLtoR( const double* const flt,
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const int fltlen, double& ming, double& minth, const double thend )
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{
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const double maxstep = minth * 2e-3;
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double curth = minth;
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double re;
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double im;
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calcFIRFilterResponse( flt, fltlen, R8B_PI * curth, re, im );
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double prevg_log = convertResponseToLog( re, im );
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double step = 1e-11;
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while( true )
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{
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curth += step;
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if( curth > thend )
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{
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break;
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}
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calcFIRFilterResponse( flt, fltlen, R8B_PI * curth, re, im );
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const double curg = re * re + im * im;
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if( curg > ming )
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{
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ming = curg;
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minth = curth;
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break;
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}
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ming = curg;
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minth = curth;
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updateScanStep( step, curg, prevg_log, 0.31, maxstep );
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}
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}
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/**
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* Function locates normalized frequency at which the maximal filter gain
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* is reached. The scanning is performed from lower (left) to higher
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* (right) frequencies, the whole range is scanned.
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*
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* Note: this function may "stall" in very rare cases if the magnitude
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* response happens to be "saw-tooth" like, requiring a very small stepping to
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* be used. If this happens, it may take dozens of seconds to complete.
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*
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* @param flt Filter response.
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* @param fltlen Filter response's length in samples (taps).
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* @param[out] maxg The current maximal gain (squared). On function's return
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* will contain the maximal gain value (squared).
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* @param[out] maxth The normalized frequency where the maximal gain is
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* currently at. On function's return will point to the normalized frequency
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* where the maximum was reached.
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* @param thend The ending frequency, inclusive.
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*/
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inline void findFIRFilterResponseMaxLtoR( const double* const flt,
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const int fltlen, double& maxg, double& maxth, const double thend )
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{
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const double maxstep = maxth * 1e-4;
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double premaxth = maxth;
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double premaxg = maxg;
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double postmaxth = maxth;
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double postmaxg = maxg;
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double prevth = maxth;
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double prevg = maxg;
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double curth = maxth;
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double re;
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double im;
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calcFIRFilterResponse( flt, fltlen, R8B_PI * curth, re, im );
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double prevg_log = convertResponseToLog( re, im );
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double step = 1e-11;
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bool WasPeak = false;
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int AfterPeakCount = 0;
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while( true )
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{
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curth += step;
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if( curth > thend )
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{
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break;
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}
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calcFIRFilterResponse( flt, fltlen, R8B_PI * curth, re, im );
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const double curg = re * re + im * im;
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if( curg > maxg )
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{
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premaxth = prevth;
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premaxg = prevg;
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maxg = curg;
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maxth = curth;
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WasPeak = true;
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AfterPeakCount = 0;
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}
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else
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if( WasPeak )
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{
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if( AfterPeakCount == 0 )
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{
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postmaxth = curth;
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postmaxg = curg;
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}
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if( AfterPeakCount == 5 )
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{
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// Perform 2 approximate binary searches.
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int k;
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for( k = 0; k < 2; k++ )
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{
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double l = ( k == 0 ? premaxth : maxth );
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double curgl = ( k == 0 ? premaxg : maxg );
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double r = ( k == 0 ? maxth : postmaxth );
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double curgr = ( k == 0 ? maxg : postmaxg );
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while( true )
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{
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const double c = ( l + r ) * 0.5;
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calcFIRFilterResponse( flt, fltlen, R8B_PI * c,
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re, im );
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const double curg = re * re + im * im;
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if( curgl > curgr )
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{
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r = c;
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curgr = curg;
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}
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else
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{
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l = c;
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curgl = curg;
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}
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if( r - l < 1e-11 )
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{
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if( curgl > curgr )
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{
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maxth = l;
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maxg = curgl;
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}
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else
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{
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maxth = r;
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maxg = curgr;
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}
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break;
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}
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}
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}
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break;
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}
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AfterPeakCount++;
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}
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prevth = curth;
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prevg = curg;
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updateScanStep( step, curg, prevg_log, 1.0, maxstep );
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}
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}
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/**
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* Function locates normalized frequency at which the specified maximum
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* filter gain is reached. The scanning is performed from higher (right)
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* to lower (left) frequencies, scanning stops when the required gain
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* value was crossed. Function uses an extremely efficient binary search and
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* thus expects that the magnitude response has the "main lobe" form produced
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* by windowing, with a minimal pass-band ripple.
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*
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* @param flt Filter response.
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* @param fltlen Filter response's length in samples (taps).
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* @param maxg Maximal gain (squared).
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* @param[out] th The current normalized frequency. On function's return will
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* point to the normalized frequency where "maxg" is reached.
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* @param thend The leftmost frequency to scan, inclusive.
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*/
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inline void findFIRFilterResponseLevelRtoL( const double* const flt,
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const int fltlen, const double maxg, double& th, const double thend )
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{
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// Perform exact binary search.
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double l = thend;
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double r = th;
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while( true )
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{
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const double c = ( l + r ) * 0.5;
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if( r - l < 1e-14 )
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{
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th = c;
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break;
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}
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double re;
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double im;
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calcFIRFilterResponse( flt, fltlen, R8B_PI * c, re, im );
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const double curg = re * re + im * im;
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if( curg > maxg )
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{
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l = c;
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}
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else
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{
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r = c;
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}
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}
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}
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} // namespace r8b
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#endif // R8BUTIL_INCLUDED
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