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			1529 lines
		
	
	
		
			39 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
			
		
		
	
	
			1529 lines
		
	
	
		
			39 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
/*
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* Copyright 2008 Free Software Foundation, Inc.
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* Copyright 2014 Range Networks, Inc.
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*
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* This software is distributed under multiple licenses; see the COPYING file in the main directory for licensing information for this specific distribution.
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*
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* This use of this software may be subject to additional restrictions.
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* See the LEGAL file in the main directory for details.
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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.
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*/
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//#define NDEBUG
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#include "sigProcLib.h"
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#include "GSMCommon.h"
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#include <Logger.h>
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using namespace GSM;
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#define TABLESIZE 1024
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/** Lookup tables for trigonometric approximation */
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float cosTable[TABLESIZE+1]; // add 1 element for wrap around
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float sinTable[TABLESIZE+1];
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/** Table of sinc waveforms at delays from -1,-0.99,...,0.99,1 samples **/
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#define SINCWAVEFORMSIZE 21 
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#define SINCTABLESIZE 2049
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signalVector *sincTable[SINCTABLESIZE];
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/** Constants */
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static const float M_PI_F = (float)M_PI;
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static const float M_2PI_F = (float)(2.0*M_PI);
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static const float M_1_2PI_F = 1/M_2PI_F;
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/** Static vectors that contain a precomputed +/- f_b/4 sinusoid */ 
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signalVector *GMSKRotation = NULL;
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signalVector *GMSKReverseRotation = NULL;
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/** Static ideal RACH and midamble correlation waveforms */
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typedef struct {
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  signalVector *sequence;
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  signalVector *sequenceReversedConjugated;
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  float        TOA;
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  complex      gain;
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} CorrelationSequence;
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CorrelationSequence *gMidambles[] = {NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL};
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CorrelationSequence *gRACHSequence = NULL;
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void sigProcLibDestroy(void) {
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  if (GMSKRotation) {
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    delete GMSKRotation;
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    GMSKRotation = NULL;
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  }
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  if (GMSKReverseRotation) {
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    delete GMSKReverseRotation;
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    GMSKReverseRotation = NULL;
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  }
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  for (int i = 0; i < 8; i++) {
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    if (gMidambles[i]!=NULL) {
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      if (gMidambles[i]->sequence) delete gMidambles[i]->sequence;
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      if (gMidambles[i]->sequenceReversedConjugated) delete gMidambles[i]->sequenceReversedConjugated;
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      delete gMidambles[i];
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      gMidambles[i] = NULL;
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    }
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  }
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  if (gRACHSequence) {
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    if (gRACHSequence->sequence) delete gRACHSequence->sequence;
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    if (gRACHSequence->sequenceReversedConjugated) delete gRACHSequence->sequenceReversedConjugated;
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    delete gRACHSequence;
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    gRACHSequence = NULL;
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  }
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}
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// dB relative to 1.0.
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// if > 1.0, then return 0 dB
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float dB(float x) {
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  float arg = 1.0F;
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  float dB = 0.0F;
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  if (x >= 1.0F) return 0.0F;
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  if (x <= 0.0F) return -200.0F;
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  float prevArg = arg;
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  float prevdB = dB;
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  float stepSize = 16.0F;
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  float dBstepSize = 12.0F;
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  while (stepSize > 1.0F) {
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    do {
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      prevArg = arg;
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      prevdB = dB;
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      arg /= stepSize;
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      dB -= dBstepSize;
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    } while (arg > x);
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    arg = prevArg;
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    dB = prevdB;
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    stepSize *= 0.5F;
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    dBstepSize -= 3.0F;
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  }
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 return ((arg-x)*(dB-3.0F) + (x-arg*0.5F)*dB)/(arg - arg*0.5F);
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}
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// 10^(-dB/10), inverse of dB func.
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float dBinv(float x) {
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  float arg = 1.0F;
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  float dB = 0.0F;
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  if (x >= 0.0F) return 1.0F;
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  if (x <= -200.0F) return 0.0F;
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  float prevArg = arg;
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  float prevdB = dB;
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  float stepSize = 16.0F;
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  float dBstepSize = 12.0F;
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  while (stepSize > 1.0F) {
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    do {
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      prevArg = arg;
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      prevdB = dB;
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      arg /= stepSize;
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      dB -= dBstepSize;
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    } while (dB > x);
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    arg = prevArg;
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    dB = prevdB;
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    stepSize *= 0.5F;
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    dBstepSize -= 3.0F;
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  }
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  return ((dB-x)*(arg*0.5F)+(x-(dB-3.0F))*(arg))/3.0F;
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}
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float vectorNorm2(const signalVector &x) 
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{
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  signalVector::const_iterator xPtr = x.begin();
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  float Energy = 0.0;
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  for (;xPtr != x.end();xPtr++) {
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	Energy += xPtr->norm2();
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  }
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  return Energy;
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}
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float vectorPower(const signalVector &x) 
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{
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  return vectorNorm2(x)/x.size();
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}
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/** compute cosine via lookup table */
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float cosLookup(const float x)
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{
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  float arg = x*M_1_2PI_F;
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  while (arg > 1.0F) arg -= 1.0F;
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  while (arg < 0.0F) arg += 1.0F;
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  const float argT = arg*((float)TABLESIZE);
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  const int argI = (int)argT;
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  const float delta = argT-argI;
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  const float iDelta = 1.0F-delta;
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  return iDelta*cosTable[argI] + delta*cosTable[argI+1];
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}
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/** compute sine via lookup table */
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float sinLookup(const float x) 
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{
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  float arg = x*M_1_2PI_F;
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  while (arg > 1.0F) arg -= 1.0F;
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  while (arg < 0.0F) arg += 1.0F;
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  const float argT = arg*((float)TABLESIZE);
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  const int argI = (int)argT;
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  const float delta = argT-argI;
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  const float iDelta = 1.0F-delta;
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  return iDelta*sinTable[argI] + delta*sinTable[argI+1];
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}
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/** compute e^(-jx) via lookup table. */
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complex expjLookup(float x)
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{
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  float arg = x*M_1_2PI_F;
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  while (arg > 1.0F) arg -= 1.0F;
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  while (arg < 0.0F) arg += 1.0F;
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  const float argT = arg*((float)TABLESIZE);
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  const int argI = (int)argT;
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  const float delta = argT-argI;
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  const float iDelta = 1.0F-delta;
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   return complex(iDelta*cosTable[argI] + delta*cosTable[argI+1],
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		   iDelta*sinTable[argI] + delta*sinTable[argI+1]);
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}
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/** Library setup functions */
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void initTrigTables() {
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  for (int i = 0; i < TABLESIZE+1; i++) {
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    cosTable[i] = cos(2.0*M_PI*i/TABLESIZE);
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    sinTable[i] = sin(2.0*M_PI*i/TABLESIZE);
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  }
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}
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void initGMSKRotationTables(int samplesPerSymbol) {
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  GMSKRotation = new signalVector(157*samplesPerSymbol);
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  GMSKReverseRotation = new signalVector(157*samplesPerSymbol);
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  signalVector::iterator rotPtr = GMSKRotation->begin();
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  signalVector::iterator revPtr = GMSKReverseRotation->begin();
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  float phase = 0.0;
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  while (rotPtr != GMSKRotation->end()) {
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    *rotPtr++ = expjLookup(phase);
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    *revPtr++ = expjLookup(-phase);
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    phase += M_PI_F/2.0F/(float) samplesPerSymbol;
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  }
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}
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void initSincTables(void) {
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  for (int i = 0; i < SINCTABLESIZE; i++) {
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    float fracOffset = (float)(i-(SINCTABLESIZE/2))/(float) (SINCTABLESIZE/2);
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    sincTable[i] = new signalVector(SINCWAVEFORMSIZE);
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    signalVector::iterator sincBurstItr = sincTable[i]->begin();
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    for (int j = 0; j < SINCWAVEFORMSIZE; j++)
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      *sincBurstItr++ = (complex) sinc(M_PI_F*((float)j-(float)(SINCWAVEFORMSIZE/2)-fracOffset));
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    sincTable[i]->isRealOnly(true);
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  }
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}
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void sigProcLibSetup(int samplesPerSymbol) {
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  initTrigTables();
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  initGMSKRotationTables(samplesPerSymbol);
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  initSincTables();
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}
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signalVector *fetchSincVector(float fracOffset) {
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  if (fabs(fracOffset) > 1.0) return NULL;
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  int tableIndex = (int) round( (fracOffset*(float) (SINCTABLESIZE/2)+ (float) (SINCTABLESIZE/2)) );
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  return sincTable[tableIndex];
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}
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void GMSKRotate(signalVector &x) {
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  signalVector::iterator xPtr = x.begin();
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  signalVector::iterator rotPtr = GMSKRotation->begin();
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  if (x.isRealOnly()) {
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    while (xPtr < x.end()) {
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      *xPtr = *rotPtr++ * (xPtr->real());
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      xPtr++;
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    }
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  }
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  else {
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    while (xPtr < x.end()) {
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      *xPtr = *rotPtr++ * (*xPtr);
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      xPtr++;
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    }
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  }
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}
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void GMSKReverseRotate(signalVector &x) {
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  signalVector::iterator xPtr= x.begin();
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  signalVector::iterator rotPtr = GMSKReverseRotation->begin();
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  if (x.isRealOnly()) {
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    while (xPtr < x.end()) {
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      *xPtr = *rotPtr++ * (xPtr->real());
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      xPtr++;
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    }
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  }
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  else {
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    while (xPtr < x.end()) {
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      *xPtr = *rotPtr++ * (*xPtr);
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      xPtr++;
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    }
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  }
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}
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signalVector* convolve(const signalVector *a,
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		       const signalVector *b,
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		       signalVector *c,
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		       ConvType spanType,
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		       unsigned startIx,
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		       unsigned len)
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{
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  if ((a==NULL) || (b==NULL)) return NULL; 
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  int La = a->size();
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  int Lb = b->size();
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  int startIndex;
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  unsigned int outSize;
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  switch (spanType) {
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    case FULL_SPAN:
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      startIndex = 0;
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      outSize = La+Lb-1;
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      break;
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    case OVERLAP_ONLY:
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      startIndex = La;
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      outSize = abs(La-Lb)+1;
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      break;
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    case START_ONLY:
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      startIndex = 0;
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      outSize = La;
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      break;
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    case WITH_TAIL:
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      startIndex = Lb;
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      outSize = La;
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      break;
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    case NO_DELAY:
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      if (Lb % 2) 
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	startIndex = Lb/2;
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      else
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	startIndex = Lb/2-1;
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      outSize = La;
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      break;
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    case CUSTOM:
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      startIndex = startIx;
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      outSize = len;
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      break;
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    default:
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      return NULL;
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  }
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  if (c==NULL)
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    c = new signalVector(outSize);
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  else if (c->size()!=outSize)
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    return NULL;
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  signalVector::const_iterator aStart = a->begin();
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  signalVector::const_iterator bStart = b->begin();
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  signalVector::const_iterator aEnd = a->end();
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  signalVector::const_iterator bEnd = b->end();
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  signalVector::iterator cPtr = c->begin();
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  int t = startIndex;
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  int stopIndex = startIndex + outSize;
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  switch (b->getSymmetry()) {
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  case NONE:
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    {
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      while (t < stopIndex) {
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	signalVector::const_iterator aP = aStart+t;
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	signalVector::const_iterator bP = bStart;
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	if (a->isRealOnly() && b->isRealOnly()) {
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	  float sum = 0.0;
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	  while (bP < bEnd) {
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	    if (aP < aStart) break;
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	    if (aP < aEnd) sum += (aP->real())*(bP->real());
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	    aP--;
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	    bP++;
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	  }
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	  *cPtr++ = sum;
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	}
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	else if (a->isRealOnly()) {
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	  complex sum = 0.0;
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	  while (bP < bEnd) {
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	    if (aP < aStart) break;
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	    if (aP < aEnd) sum += (*bP)*(aP->real());
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	    aP--;
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						|
	    bP++;
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	  }
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	  *cPtr++ = sum;
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	}
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	else if (b->isRealOnly()) {
 | 
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	  complex sum = 0.0;
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						|
	  while (bP < bEnd) {
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						|
	    if (aP < aStart) break;
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	    if (aP < aEnd) sum += (*aP)*(bP->real());
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						|
	    aP--;
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						|
	    bP++;
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	  }
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	  *cPtr++ = sum;
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						|
	}
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						|
	else {
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						|
	  complex sum = 0.0;
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						|
	  while (bP < bEnd) {
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						|
	    if (aP < aStart) break;
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						|
	    if (aP < aEnd) sum += (*aP)*(*bP);
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						|
	    aP--;
 | 
						|
	    bP++;
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						|
	  }
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						|
	  *cPtr++ = sum;
 | 
						|
	}
 | 
						|
	t++;
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						|
      }
 | 
						|
    }
 | 
						|
    break;
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						|
  case ABSSYM:
 | 
						|
    {
 | 
						|
      complex sum = 0.0;
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						|
      bool isOdd = (bool) (Lb % 2);
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						|
      if (isOdd) 
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						|
	bEnd = bStart + (Lb+1)/2;
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						|
      else 
 | 
						|
	bEnd = bStart + Lb/2;
 | 
						|
      while (t < stopIndex) {
 | 
						|
	signalVector::const_iterator aP = aStart+t;
 | 
						|
	signalVector::const_iterator aPsym = aP-Lb+1;
 | 
						|
	signalVector::const_iterator bP = bStart;
 | 
						|
	sum = 0.0;
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						|
        if (!b->isRealOnly()) {
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						|
	  while (bP < bEnd) {
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						|
	    if (aP < aStart) break;
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						|
	    if (aP == aPsym)
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						|
	      sum+= (*aP)*(*bP);
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						|
	    else if ((aP < aEnd) && (aPsym >= aStart)) 
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						|
	      sum+= ((*aP)+(*aPsym))*(*bP);
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						|
	    else if (aP < aEnd)
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						|
	      sum += (*aP)*(*bP);
 | 
						|
	    else if (aPsym >= aStart)
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						|
	      sum += (*aPsym)*(*bP);
 | 
						|
	    aP--;
 | 
						|
	    aPsym++;
 | 
						|
	    bP++;
 | 
						|
	  }
 | 
						|
        }
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						|
        else {
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						|
          while (bP < bEnd) {
 | 
						|
            if (aP < aStart) break;
 | 
						|
            if (aP == aPsym)
 | 
						|
              sum+= (*aP)*(bP->real());
 | 
						|
            else if ((aP < aEnd) && (aPsym >= aStart))
 | 
						|
              sum+= ((*aP)+(*aPsym))*(bP->real());
 | 
						|
            else if (aP < aEnd)
 | 
						|
              sum += (*aP)*(bP->real());
 | 
						|
            else if (aPsym >= aStart)
 | 
						|
              sum += (*aPsym)*(bP->real());
 | 
						|
            aP--;
 | 
						|
            aPsym++;
 | 
						|
            bP++;
 | 
						|
          }
 | 
						|
        }
 | 
						|
	*cPtr++ = sum;
 | 
						|
	t++;
 | 
						|
      }
 | 
						|
    }
 | 
						|
    break;
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						|
  default:
 | 
						|
    return NULL;
 | 
						|
    break;
 | 
						|
  }
 | 
						|
    
 | 
						|
    
 | 
						|
  return c;
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
signalVector* generateGSMPulse(int symbolLength,
 | 
						|
			       int samplesPerSymbol)
 | 
						|
{
 | 
						|
 | 
						|
  int numSamples = samplesPerSymbol*symbolLength + 1;
 | 
						|
  signalVector *x = new signalVector(numSamples);
 | 
						|
  signalVector::iterator xP = x->begin();
 | 
						|
  int centerPoint = (numSamples-1)/2;
 | 
						|
  for (int i = 0; i < numSamples; i++) {
 | 
						|
    float arg = (float) (i-centerPoint)/(float) samplesPerSymbol;
 | 
						|
    *xP++ = 0.96*exp(-1.1380*arg*arg-0.527*arg*arg*arg*arg); // GSM pulse approx.
 | 
						|
  }
 | 
						|
 | 
						|
  float avgAbsval = sqrtf(vectorNorm2(*x)/samplesPerSymbol);
 | 
						|
  xP = x->begin();
 | 
						|
  for (int i = 0; i < numSamples; i++) 
 | 
						|
    *xP++ /= avgAbsval;
 | 
						|
  x->isRealOnly(true);
 | 
						|
  x->setSymmetry(ABSSYM);
 | 
						|
  return x;
 | 
						|
}
 | 
						|
 | 
						|
signalVector* frequencyShift(signalVector *y,
 | 
						|
			     signalVector *x,
 | 
						|
			     double freq,
 | 
						|
			     float startPhase,
 | 
						|
			     float *finalPhase)
 | 
						|
{
 | 
						|
 | 
						|
  if (!x) return NULL;
 | 
						|
 
 | 
						|
  if (y==NULL) {
 | 
						|
    y = new signalVector(x->size());
 | 
						|
    y->isRealOnly(x->isRealOnly());
 | 
						|
    if (y==NULL) return NULL;
 | 
						|
  }
 | 
						|
 | 
						|
  if (y->size() < x->size()) return NULL;
 | 
						|
 | 
						|
  double phase = startPhase;
 | 
						|
  signalVector::iterator yP = y->begin();
 | 
						|
  signalVector::iterator xPEnd = x->end();
 | 
						|
  signalVector::iterator xP = x->begin();
 | 
						|
 | 
						|
  if (x->isRealOnly()) {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      (*yP++) = expjLookup(phase)*( (xP++)->real() );
 | 
						|
      phase += freq;
 | 
						|
    }
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      (*yP++) = (*xP++)*complex(cos(phase),sin(phase));//*expjLookup(phase);
 | 
						|
      phase += freq;
 | 
						|
    }
 | 
						|
  }
 | 
						|
 | 
						|
 | 
						|
  if (finalPhase) *finalPhase = phase;
 | 
						|
 | 
						|
  return y;
 | 
						|
}
 | 
						|
 | 
						|
signalVector* reverseConjugate(signalVector *b)
 | 
						|
{
 | 
						|
    signalVector *tmp = new signalVector(b->size());
 | 
						|
    tmp->isRealOnly(b->isRealOnly());
 | 
						|
    signalVector::iterator bP = b->begin();
 | 
						|
    signalVector::iterator bPEnd = b->end();
 | 
						|
    signalVector::iterator tmpP = tmp->end()-1;
 | 
						|
    if (!b->isRealOnly()) {
 | 
						|
      while (bP < bPEnd) {
 | 
						|
        *tmpP-- = bP->conj();
 | 
						|
        bP++;
 | 
						|
      }
 | 
						|
    }
 | 
						|
    else {
 | 
						|
      while (bP < bPEnd) {
 | 
						|
        *tmpP-- = bP->real();
 | 
						|
        bP++;
 | 
						|
      }
 | 
						|
    }
 | 
						|
 | 
						|
    return tmp;
 | 
						|
}
 | 
						|
 | 
						|
signalVector* correlate(signalVector *a,
 | 
						|
			signalVector *b,
 | 
						|
			signalVector *c,
 | 
						|
			ConvType spanType,
 | 
						|
			bool bReversedConjugated,
 | 
						|
		        unsigned startIx,
 | 
						|
			unsigned len)
 | 
						|
{
 | 
						|
  signalVector *tmp = NULL;
 | 
						|
 | 
						|
  if (!bReversedConjugated) {
 | 
						|
    tmp = reverseConjugate(b);
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    tmp = b;
 | 
						|
  }
 | 
						|
 | 
						|
  c = convolve(a,tmp,c,spanType,startIx,len);
 | 
						|
 | 
						|
  if (!bReversedConjugated) delete tmp;
 | 
						|
 | 
						|
  return c;
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
/* soft output slicer */
 | 
						|
bool vectorSlicer(signalVector *x) 
 | 
						|
{
 | 
						|
 | 
						|
  signalVector::iterator xP = x->begin();
 | 
						|
  signalVector::iterator xPEnd = x->end();
 | 
						|
  while (xP < xPEnd) {
 | 
						|
    *xP = (complex) (0.5*(xP->real()+1.0F));
 | 
						|
    if (xP->real() > 1.0) *xP = 1.0;
 | 
						|
    if (xP->real() < 0.0) *xP = 0.0;
 | 
						|
    xP++;
 | 
						|
  }
 | 
						|
  return true;
 | 
						|
}
 | 
						|
  
 | 
						|
signalVector *modulateBurst(const BitVector &wBurst,
 | 
						|
			    const signalVector &gsmPulse,
 | 
						|
			    int guardPeriodLength,
 | 
						|
			    int samplesPerSymbol)
 | 
						|
{
 | 
						|
 | 
						|
  //static complex staticBurst[157];
 | 
						|
 | 
						|
  int burstSize = samplesPerSymbol*(wBurst.size()+guardPeriodLength);
 | 
						|
  //signalVector modBurst((complex *) staticBurst,0,burstSize);
 | 
						|
  signalVector modBurst(burstSize);// = new signalVector(burstSize);
 | 
						|
  modBurst.isRealOnly(true);
 | 
						|
  //memset(staticBurst,0,sizeof(complex)*burstSize);
 | 
						|
  modBurst.fill(0.0);
 | 
						|
  signalVector::iterator modBurstItr = modBurst.begin();
 | 
						|
 | 
						|
#if 0 
 | 
						|
  // if wBurst is already differentially decoded
 | 
						|
  *modBurstItr = 2.0*(wBurst[0] & 0x01)-1.0;
 | 
						|
  signalVector::iterator prevVal = modBurstItr;
 | 
						|
  for (unsigned int i = 1; i < wBurst.size(); i++) {
 | 
						|
    modBurstItr += samplesPerSymbol;
 | 
						|
    if (wBurst[i] & 0x01) 
 | 
						|
      *modBurstItr = *prevVal * complex(0.0,1.0);
 | 
						|
    else
 | 
						|
      *modBurstItr = *prevVal * complex(0.0,-1.0);
 | 
						|
    prevVal = modBurstItr;
 | 
						|
  }
 | 
						|
#else
 | 
						|
  // if wBurst are the raw bits
 | 
						|
  for (unsigned int i = 0; i < wBurst.size(); i++) {
 | 
						|
    *modBurstItr = 2.0*(wBurst[i] & 0x01)-1.0;
 | 
						|
    modBurstItr += samplesPerSymbol;
 | 
						|
  }
 | 
						|
 | 
						|
  // power ramping, empirically determined via CMD57 until spec is met
 | 
						|
  for (unsigned int i = 0; i < guardPeriodLength; i++) {
 | 
						|
    if (i < 5-2) 
 | 
						|
	*modBurstItr = sqrt(0.25/2.0);
 | 
						|
    else 
 | 
						|
	*modBurstItr = sqrt(0.001/2.0);
 | 
						|
    modBurstItr += samplesPerSymbol;
 | 
						|
  }
 | 
						|
 | 
						|
  // shift up pi/2
 | 
						|
  // ignore starting phase, since spec allows for discontinuous phase
 | 
						|
  GMSKRotate(modBurst);
 | 
						|
#endif
 | 
						|
  modBurst.isRealOnly(false);
 | 
						|
 | 
						|
  // filter w/ pulse shape
 | 
						|
  signalVector *shapedBurst = convolve(&modBurst,&gsmPulse,NULL,NO_DELAY);
 | 
						|
 | 
						|
  //delete modBurst;
 | 
						|
  
 | 
						|
  return shapedBurst;
 | 
						|
 | 
						|
}
 | 
						|
 | 
						|
float sinc(float x) 
 | 
						|
{
 | 
						|
  if ((x >= 0.01F) || (x <= -0.01F)) return (sinLookup(x)/x);
 | 
						|
  return 1.0F;
 | 
						|
}
 | 
						|
 | 
						|
void delayVector(signalVector &wBurst,
 | 
						|
		 float delay)
 | 
						|
{
 | 
						|
  
 | 
						|
  int   intOffset = (int) floor(delay);
 | 
						|
  float fracOffset = delay - intOffset;
 | 
						|
  
 | 
						|
  // do fractional shift first, only do it for reasonable offsets
 | 
						|
  if (fabs(fracOffset) > 1e-2) {
 | 
						|
    // create sinc function
 | 
						|
    /*signalVector sincVector(21); 
 | 
						|
    sincVector.isRealOnly(true);
 | 
						|
    signalVector::iterator sincBurstItr = sincVector.begin();
 | 
						|
    for (int i = 0; i < 21; i++) 
 | 
						|
      *sincBurstItr++ = (complex) sinc(M_PI_F*(i-10-fracOffset));
 | 
						|
    */
 | 
						|
    signalVector *sincVector = fetchSincVector(fracOffset);
 | 
						|
 | 
						|
    signalVector shiftedBurst(wBurst.size());
 | 
						|
    convolve(&wBurst,sincVector,&shiftedBurst,NO_DELAY);
 | 
						|
    wBurst.clone(shiftedBurst);
 | 
						|
  }
 | 
						|
 | 
						|
  if (intOffset < 0) {
 | 
						|
    intOffset = -intOffset;
 | 
						|
    signalVector::iterator wBurstItr = wBurst.begin();
 | 
						|
    signalVector::iterator shiftedItr = wBurst.begin()+intOffset;
 | 
						|
    while (shiftedItr < wBurst.end())
 | 
						|
      *wBurstItr++ = *shiftedItr++;
 | 
						|
    while (wBurstItr < wBurst.end())
 | 
						|
      *wBurstItr++ = 0.0;
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    signalVector::iterator wBurstItr = wBurst.end()-1;
 | 
						|
    signalVector::iterator shiftedItr = wBurst.end()-1-intOffset;
 | 
						|
    while (shiftedItr >= wBurst.begin())
 | 
						|
      *wBurstItr-- = *shiftedItr--;
 | 
						|
    while (wBurstItr >= wBurst.begin())
 | 
						|
      *wBurstItr-- = 0.0;
 | 
						|
  }
 | 
						|
}
 | 
						|
  
 | 
						|
signalVector *gaussianNoise(int length, 
 | 
						|
			    float variance, 
 | 
						|
			    complex mean)
 | 
						|
{
 | 
						|
 | 
						|
  signalVector *noise = new signalVector(length);
 | 
						|
  signalVector::iterator nPtr = noise->begin();
 | 
						|
  float stddev = sqrtf(variance);
 | 
						|
  while (nPtr < noise->end()) {
 | 
						|
    float u1 = (float) rand()/ (float) RAND_MAX;
 | 
						|
    while (u1==0.0)
 | 
						|
      u1 = (float) rand()/ (float) RAND_MAX;
 | 
						|
    float u2 = (float) rand()/ (float) RAND_MAX;
 | 
						|
    float arg = 2.0*M_PI*u2;
 | 
						|
    *nPtr = mean + stddev*complex(cos(arg),sin(arg))*sqrtf(-2.0*log(u1));
 | 
						|
    nPtr++;
 | 
						|
  }
 | 
						|
 | 
						|
  return noise;
 | 
						|
}
 | 
						|
 | 
						|
complex interpolatePoint(const signalVector &inSig,
 | 
						|
			 float ix)
 | 
						|
{
 | 
						|
 
 | 
						|
  float fracOffset = ix - floor(ix);
 | 
						|
  signalVector *sincVector = fetchSincVector(fracOffset);
 | 
						|
  signalVector::iterator sincPtr = sincVector->begin();
 | 
						|
 | 
						|
  int start = (int) (floor(ix) - SINCWAVEFORMSIZE/2);
 | 
						|
  if (start < 0) {
 | 
						|
        sincPtr += (-start);
 | 
						|
        start = 0;
 | 
						|
 | 
						|
  }
 | 
						|
  int end = (int) (floor(ix) + (SINCWAVEFORMSIZE/2)+1);
 | 
						|
  if ((unsigned) end > inSig.size()-1) end = inSig.size()-1;
 | 
						|
 | 
						|
  complex pVal = 0.0;
 | 
						|
  if (!inSig.isRealOnly()) {
 | 
						|
    for (int i = start; i <= end; i++) {
 | 
						|
      pVal += inSig[i] * sincPtr->real();
 | 
						|
      sincPtr++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    for (int i = start; i <= end; i++) {
 | 
						|
      pVal += inSig[i].real() * sincPtr->real();
 | 
						|
      sincPtr++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
   
 | 
						|
  return pVal;
 | 
						|
}
 | 
						|
 | 
						|
  
 | 
						|
 
 | 
						|
complex peakDetect(const signalVector &rxBurst,
 | 
						|
		   float *peakIndex,
 | 
						|
		   float *avgPwr) 
 | 
						|
{
 | 
						|
  
 | 
						|
 | 
						|
  complex maxVal = 0.0;
 | 
						|
  float maxIndex = -1;
 | 
						|
  float sumPower = 0.0;
 | 
						|
 | 
						|
  for (unsigned int i = 0; i < rxBurst.size(); i++) {
 | 
						|
    float samplePower = rxBurst[i].norm2();
 | 
						|
    if (samplePower > maxVal.real()) {
 | 
						|
      maxVal = samplePower;
 | 
						|
      maxIndex = i;
 | 
						|
    }
 | 
						|
    sumPower += samplePower;
 | 
						|
  }
 | 
						|
 | 
						|
  // interpolate around the peak
 | 
						|
  // to save computation, we'll use early-late balancing
 | 
						|
  float earlyIndex = maxIndex-1;
 | 
						|
  float lateIndex = maxIndex+1;
 | 
						|
  
 | 
						|
  float incr = 0.5;
 | 
						|
  while (incr > 1.0/1024.0) {
 | 
						|
    complex earlyP = interpolatePoint(rxBurst,earlyIndex);
 | 
						|
    complex lateP =  interpolatePoint(rxBurst,lateIndex);
 | 
						|
    if (earlyP < lateP) 
 | 
						|
      earlyIndex += incr;
 | 
						|
    else if (earlyP > lateP)
 | 
						|
      earlyIndex -= incr;
 | 
						|
    else break;
 | 
						|
    incr /= 2.0;
 | 
						|
    lateIndex = earlyIndex + 2.0;
 | 
						|
  }
 | 
						|
 | 
						|
  maxIndex = earlyIndex + 1.0;
 | 
						|
  maxVal = interpolatePoint(rxBurst,maxIndex);
 | 
						|
 | 
						|
  if (peakIndex!=NULL)
 | 
						|
    *peakIndex = maxIndex;
 | 
						|
 | 
						|
  if (avgPwr!=NULL)
 | 
						|
    *avgPwr = (sumPower-maxVal.norm2()) / (rxBurst.size()-1);
 | 
						|
 | 
						|
  return maxVal;
 | 
						|
 | 
						|
}
 | 
						|
 | 
						|
void scaleVector(signalVector &x,
 | 
						|
		 complex scale)
 | 
						|
{
 | 
						|
  signalVector::iterator xP = x.begin();
 | 
						|
  signalVector::iterator xPEnd = x.end();
 | 
						|
  if (!x.isRealOnly()) {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      *xP = *xP * scale;
 | 
						|
      xP++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      *xP = xP->real() * scale;
 | 
						|
      xP++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
}
 | 
						|
 | 
						|
/** in-place conjugation */
 | 
						|
void conjugateVector(signalVector &x)
 | 
						|
{
 | 
						|
  if (x.isRealOnly()) return;
 | 
						|
  signalVector::iterator xP = x.begin();
 | 
						|
  signalVector::iterator xPEnd = x.end();
 | 
						|
  while (xP < xPEnd) {
 | 
						|
    *xP = xP->conj();
 | 
						|
    xP++;
 | 
						|
  }
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
// in-place addition!!
 | 
						|
bool addVector(signalVector &x,
 | 
						|
	       signalVector &y)
 | 
						|
{
 | 
						|
  signalVector::iterator xP = x.begin();
 | 
						|
  signalVector::iterator yP = y.begin();
 | 
						|
  signalVector::iterator xPEnd = x.end();
 | 
						|
  signalVector::iterator yPEnd = y.end();
 | 
						|
  while ((xP < xPEnd) && (yP < yPEnd)) {
 | 
						|
    *xP = *xP + *yP;
 | 
						|
    xP++; yP++;
 | 
						|
  }
 | 
						|
  return true;
 | 
						|
}
 | 
						|
 | 
						|
// in-place multiplication!!
 | 
						|
bool multVector(signalVector &x,
 | 
						|
                 signalVector &y)
 | 
						|
{
 | 
						|
  signalVector::iterator xP = x.begin();
 | 
						|
  signalVector::iterator yP = y.begin();
 | 
						|
  signalVector::iterator xPEnd = x.end();
 | 
						|
  signalVector::iterator yPEnd = y.end();
 | 
						|
  while ((xP < xPEnd) && (yP < yPEnd)) {
 | 
						|
    *xP = (*xP) * (*yP);
 | 
						|
    xP++; yP++;
 | 
						|
  }
 | 
						|
  return true;
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
void offsetVector(signalVector &x,
 | 
						|
		  complex offset)
 | 
						|
{
 | 
						|
  signalVector::iterator xP = x.begin();
 | 
						|
  signalVector::iterator xPEnd = x.end();
 | 
						|
  if (!x.isRealOnly()) {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      *xP += offset;
 | 
						|
      xP++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
  else {
 | 
						|
    while (xP < xPEnd) {
 | 
						|
      *xP = xP->real() + offset;
 | 
						|
      xP++;
 | 
						|
    }      
 | 
						|
  }
 | 
						|
}
 | 
						|
 | 
						|
bool generateMidamble(signalVector &gsmPulse,
 | 
						|
		      int samplesPerSymbol,
 | 
						|
		      int TSC)
 | 
						|
{
 | 
						|
 | 
						|
  if ((TSC < 0) || (TSC > 7)) 
 | 
						|
    return false;
 | 
						|
 | 
						|
  if (gMidambles[TSC]) {
 | 
						|
    if (gMidambles[TSC]->sequence!=NULL) delete gMidambles[TSC]->sequence;
 | 
						|
    if (gMidambles[TSC]->sequenceReversedConjugated!=NULL)  delete gMidambles[TSC]->sequenceReversedConjugated;
 | 
						|
  }
 | 
						|
 | 
						|
  signalVector emptyPulse(1); 
 | 
						|
  *(emptyPulse.begin()) = 1.0;
 | 
						|
 | 
						|
  // only use middle 16 bits of each TSC
 | 
						|
  // (pat) fwiw the uses of gTrainingSequence formerly did clones here.  I added the call to alias() to prevent that.
 | 
						|
  signalVector *middleMidamble = modulateBurst(gTrainingSequence[TSC].alias().segment(5,16),
 | 
						|
					 emptyPulse,
 | 
						|
					 0,
 | 
						|
					 samplesPerSymbol);
 | 
						|
  signalVector *midamble = modulateBurst(gTrainingSequence[TSC].alias(),
 | 
						|
                                         gsmPulse,
 | 
						|
                                         0,
 | 
						|
                                         samplesPerSymbol);
 | 
						|
  
 | 
						|
  if (midamble == NULL) return false;
 | 
						|
  if (middleMidamble == NULL) return false;
 | 
						|
 | 
						|
  // NOTE: Because ideal TSC 16-bit midamble is 66 symbols into burst,
 | 
						|
  //       the ideal TSC has an + 180 degree phase shift,
 | 
						|
  //       due to the pi/2 frequency shift, that 
 | 
						|
  //       needs to be accounted for.
 | 
						|
  //       26-midamble is 61 symbols into burst, has +90 degree phase shift.
 | 
						|
  scaleVector(*middleMidamble,complex(-1.0,0.0));
 | 
						|
  scaleVector(*midamble,complex(0.0,1.0));
 | 
						|
 | 
						|
  signalVector *autocorr = correlate(midamble,middleMidamble,NULL,NO_DELAY);
 | 
						|
  
 | 
						|
  if (autocorr == NULL) return false;
 | 
						|
 | 
						|
  gMidambles[TSC] = new CorrelationSequence;
 | 
						|
  gMidambles[TSC]->sequence = middleMidamble;
 | 
						|
  gMidambles[TSC]->sequenceReversedConjugated = reverseConjugate(middleMidamble);
 | 
						|
  gMidambles[TSC]->gain = peakDetect(*autocorr,&gMidambles[TSC]->TOA,NULL);
 | 
						|
 | 
						|
  LOG(DEBUG) << "midamble autocorr: " << *autocorr;
 | 
						|
 | 
						|
  LOG(DEBUG) << "TOA: " << gMidambles[TSC]->TOA;
 | 
						|
 | 
						|
  //gMidambles[TSC]->TOA -= 5*samplesPerSymbol;
 | 
						|
 | 
						|
  delete autocorr;
 | 
						|
  delete midamble;
 | 
						|
 | 
						|
  return true;
 | 
						|
}
 | 
						|
 | 
						|
bool generateRACHSequence(signalVector &gsmPulse,
 | 
						|
			  int samplesPerSymbol)
 | 
						|
{
 | 
						|
  
 | 
						|
  if (gRACHSequence) {
 | 
						|
    if (gRACHSequence->sequence!=NULL) delete gRACHSequence->sequence;
 | 
						|
    if (gRACHSequence->sequenceReversedConjugated!=NULL) delete gRACHSequence->sequenceReversedConjugated;
 | 
						|
  }
 | 
						|
 | 
						|
  signalVector *RACHSeq = modulateBurst(gRACHSynchSequence,
 | 
						|
					gsmPulse,
 | 
						|
					0,
 | 
						|
					samplesPerSymbol);
 | 
						|
 | 
						|
  assert(RACHSeq);
 | 
						|
 | 
						|
  signalVector *autocorr = correlate(RACHSeq,RACHSeq,NULL,NO_DELAY);
 | 
						|
 | 
						|
  assert(autocorr);
 | 
						|
 | 
						|
  gRACHSequence = new CorrelationSequence;
 | 
						|
  gRACHSequence->sequence = RACHSeq;
 | 
						|
  gRACHSequence->sequenceReversedConjugated = reverseConjugate(RACHSeq);
 | 
						|
  gRACHSequence->gain = peakDetect(*autocorr,&gRACHSequence->TOA,NULL);
 | 
						|
 
 | 
						|
  delete autocorr;
 | 
						|
 | 
						|
  return true;
 | 
						|
 | 
						|
}
 | 
						|
 | 
						|
				
 | 
						|
bool detectRACHBurst(signalVector &rxBurst,
 | 
						|
		     float detectThreshold,
 | 
						|
		     int samplesPerSymbol,
 | 
						|
		     complex *amplitude,
 | 
						|
		     float* TOA)
 | 
						|
{
 | 
						|
 | 
						|
  //static complex staticData[500];
 | 
						|
 
 | 
						|
  //signalVector correlatedRACH(staticData,0,rxBurst.size());
 | 
						|
  signalVector correlatedRACH(rxBurst.size());
 | 
						|
  correlate(&rxBurst,gRACHSequence->sequenceReversedConjugated,&correlatedRACH,NO_DELAY,true);
 | 
						|
 | 
						|
  float meanPower;
 | 
						|
  complex peakAmpl = peakDetect(correlatedRACH,TOA,&meanPower);
 | 
						|
 | 
						|
  float valleyPower = 0.0; 
 | 
						|
 | 
						|
  // check for bogus results
 | 
						|
  if ((*TOA < 0.0) || (*TOA > correlatedRACH.size())) {
 | 
						|
        *amplitude = 0.0;
 | 
						|
	return false;
 | 
						|
  }
 | 
						|
  complex *peakPtr = correlatedRACH.begin() + (int) rint(*TOA);
 | 
						|
 | 
						|
  LOG(DEBUG) << "RACH corr: " << correlatedRACH;
 | 
						|
 | 
						|
  float numSamples = 0.0;
 | 
						|
  for (int i = 57*samplesPerSymbol; i <= 107*samplesPerSymbol;i++) {
 | 
						|
    if (peakPtr+i >= correlatedRACH.end())
 | 
						|
      break;
 | 
						|
    valleyPower += (peakPtr+i)->norm2();
 | 
						|
    numSamples++;
 | 
						|
  }
 | 
						|
 | 
						|
  if (numSamples < 2) {
 | 
						|
        *amplitude = 0.0;
 | 
						|
        return false;
 | 
						|
  }
 | 
						|
 | 
						|
  float RMS = sqrtf(valleyPower/(float) numSamples)+0.00001;
 | 
						|
  float peakToMean = peakAmpl.abs()/RMS;
 | 
						|
 | 
						|
  LOG(DEBUG) << "RACH peakAmpl=" << peakAmpl << " RMS=" << RMS << " peakToMean=" << peakToMean;
 | 
						|
  *amplitude = peakAmpl/(gRACHSequence->gain);
 | 
						|
 | 
						|
  *TOA = (*TOA) - gRACHSequence->TOA - 8*samplesPerSymbol;
 | 
						|
 | 
						|
  LOG(DEBUG) << "RACH thresh: " << peakToMean;
 | 
						|
 | 
						|
  return (peakToMean > detectThreshold);
 | 
						|
}
 | 
						|
 | 
						|
bool energyDetect(signalVector &rxBurst,
 | 
						|
		  unsigned windowLength,
 | 
						|
		  float detectThreshold,
 | 
						|
                  float *avgPwr)
 | 
						|
{
 | 
						|
 | 
						|
  signalVector::const_iterator windowItr = rxBurst.begin(); //+rxBurst.size()/2 - 5*windowLength/2;
 | 
						|
  float energy = 0.0;
 | 
						|
  if (windowLength < 0) windowLength = 20;
 | 
						|
  if (windowLength > rxBurst.size()) windowLength = rxBurst.size();
 | 
						|
  for (unsigned i = 0; i < windowLength; i++) {
 | 
						|
    energy += windowItr->norm2();
 | 
						|
    windowItr+=4;
 | 
						|
  }
 | 
						|
  if (avgPwr) *avgPwr = energy/windowLength;
 | 
						|
  LOG(DEBUG) << "detected energy: " << energy/windowLength;
 | 
						|
  return (energy/windowLength > detectThreshold*detectThreshold);
 | 
						|
}
 | 
						|
  
 | 
						|
 | 
						|
bool analyzeTrafficBurst(signalVector &rxBurst,
 | 
						|
			 unsigned TSC,
 | 
						|
			 float detectThreshold,
 | 
						|
			 int samplesPerSymbol,
 | 
						|
			 complex *amplitude,
 | 
						|
			 float *TOA,
 | 
						|
			 unsigned maxTOA,
 | 
						|
                         bool requestChannel,
 | 
						|
                         signalVector **channelResponse,
 | 
						|
			 float *channelResponseOffset) 
 | 
						|
{
 | 
						|
 | 
						|
  assert(TSC<8);
 | 
						|
  assert(amplitude);
 | 
						|
  assert(TOA);
 | 
						|
  assert(gMidambles[TSC]);
 | 
						|
 | 
						|
  if (maxTOA < 3*samplesPerSymbol) maxTOA = 3*samplesPerSymbol;
 | 
						|
  unsigned spanTOA = maxTOA;
 | 
						|
  if (spanTOA < 5*samplesPerSymbol) spanTOA = 5*samplesPerSymbol;
 | 
						|
 | 
						|
  unsigned startIx = (66-spanTOA)*samplesPerSymbol;
 | 
						|
  unsigned endIx = (66+16+spanTOA)*samplesPerSymbol;
 | 
						|
  unsigned windowLen = endIx - startIx;
 | 
						|
  unsigned corrLen = 2*maxTOA+1;
 | 
						|
 | 
						|
  unsigned expectedTOAPeak = (unsigned) round(gMidambles[TSC]->TOA + (gMidambles[TSC]->sequenceReversedConjugated->size()-1)/2);
 | 
						|
 | 
						|
  signalVector burstSegment(rxBurst.begin(),startIx,windowLen);
 | 
						|
 | 
						|
  //static complex staticData[200];
 | 
						|
  //signalVector correlatedBurst(staticData,0,corrLen);
 | 
						|
  signalVector correlatedBurst(corrLen);
 | 
						|
  correlate(&burstSegment, gMidambles[TSC]->sequenceReversedConjugated,
 | 
						|
					    &correlatedBurst, CUSTOM,true,
 | 
						|
					    expectedTOAPeak-maxTOA,corrLen);
 | 
						|
 | 
						|
  float meanPower;
 | 
						|
  *amplitude = peakDetect(correlatedBurst,TOA,&meanPower);
 | 
						|
  float valleyPower = 0.0; //amplitude->norm2();
 | 
						|
  complex *peakPtr = correlatedBurst.begin() + (int) rint(*TOA);
 | 
						|
 | 
						|
  // check for bogus results
 | 
						|
  if ((*TOA < 0.0) || (*TOA > correlatedBurst.size())) {
 | 
						|
        *amplitude = 0.0;
 | 
						|
        return false;
 | 
						|
  }
 | 
						|
 | 
						|
  int numRms = 0;
 | 
						|
  for (int i = 2*samplesPerSymbol; i <= 5*samplesPerSymbol;i++) {
 | 
						|
    if (peakPtr - i >= correlatedBurst.begin()) { 
 | 
						|
      valleyPower += (peakPtr-i)->norm2();
 | 
						|
      numRms++;
 | 
						|
    }
 | 
						|
    if (peakPtr + i < correlatedBurst.end()) {
 | 
						|
      valleyPower += (peakPtr+i)->norm2();
 | 
						|
      numRms++;
 | 
						|
    }
 | 
						|
  }
 | 
						|
 | 
						|
  if (numRms < 2) {
 | 
						|
        // check for bogus results
 | 
						|
        *amplitude = 0.0;
 | 
						|
        return false;
 | 
						|
  }
 | 
						|
 | 
						|
  float RMS = sqrtf(valleyPower/(float)numRms)+0.00001;
 | 
						|
  float peakToMean = (amplitude->abs())/RMS;
 | 
						|
 | 
						|
  // NOTE: Because ideal TSC is 66 symbols into burst,
 | 
						|
  //       the ideal TSC has an +/- 180 degree phase shift,
 | 
						|
  //       due to the pi/4 frequency shift, that 
 | 
						|
  //       needs to be accounted for.
 | 
						|
  
 | 
						|
  *amplitude = (*amplitude)/gMidambles[TSC]->gain;
 | 
						|
  *TOA = (*TOA) - (maxTOA); 
 | 
						|
 | 
						|
  LOG(DEBUG) << "TCH peakAmpl=" << amplitude->abs() << " RMS=" << RMS << " peakToMean=" << peakToMean << " TOA=" << *TOA;
 | 
						|
 | 
						|
  LOG(DEBUG) << "autocorr: " << correlatedBurst;
 | 
						|
  
 | 
						|
  if (requestChannel && (peakToMean > detectThreshold)) {
 | 
						|
    float TOAoffset = maxTOA; //gMidambles[TSC]->TOA+(66*samplesPerSymbol-startIx);
 | 
						|
    delayVector(correlatedBurst,-(*TOA));
 | 
						|
    // midamble only allows estimation of a 6-tap channel
 | 
						|
    signalVector channelVector(6*samplesPerSymbol);
 | 
						|
    float maxEnergy = -1.0;
 | 
						|
    int maxI = -1;
 | 
						|
    for (int i = 0; i < 7; i++) {
 | 
						|
      if (TOAoffset+(i-5)*samplesPerSymbol + channelVector.size() > correlatedBurst.size()) continue;
 | 
						|
      if (TOAoffset+(i-5)*samplesPerSymbol < 0) continue;
 | 
						|
      correlatedBurst.segmentCopyTo(channelVector,(int) floor(TOAoffset+(i-5)*samplesPerSymbol),channelVector.size());
 | 
						|
      float energy = vectorNorm2(channelVector);
 | 
						|
      if (energy > 0.95*maxEnergy) {
 | 
						|
	maxI = i;
 | 
						|
	maxEnergy = energy;
 | 
						|
      }
 | 
						|
    }
 | 
						|
	
 | 
						|
    *channelResponse = new signalVector(channelVector.size());
 | 
						|
    correlatedBurst.segmentCopyTo(**channelResponse,(int) floor(TOAoffset+(maxI-5)*samplesPerSymbol),(*channelResponse)->size());
 | 
						|
    scaleVector(**channelResponse,complex(1.0,0.0)/gMidambles[TSC]->gain);
 | 
						|
    LOG(DEBUG) << "channelResponse: " << **channelResponse;
 | 
						|
    
 | 
						|
    if (channelResponseOffset) 
 | 
						|
      *channelResponseOffset = 5*samplesPerSymbol-maxI;
 | 
						|
      
 | 
						|
  }
 | 
						|
 | 
						|
  return (peakToMean > detectThreshold);
 | 
						|
		  
 | 
						|
}
 | 
						|
 | 
						|
signalVector *decimateVector(signalVector &wVector,
 | 
						|
			     int decimationFactor) 
 | 
						|
{
 | 
						|
  
 | 
						|
  if (decimationFactor <= 1) return NULL;
 | 
						|
 | 
						|
  signalVector *decVector = new signalVector(wVector.size()/decimationFactor);
 | 
						|
  decVector->isRealOnly(wVector.isRealOnly());
 | 
						|
 | 
						|
  signalVector::iterator vecItr = decVector->begin();
 | 
						|
  for (unsigned int i = 0; i < wVector.size();i+=decimationFactor) 
 | 
						|
    *vecItr++ = wVector[i];
 | 
						|
 | 
						|
  return decVector;
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
SoftVector *demodulateBurst(signalVector &rxBurst,
 | 
						|
			 const signalVector &gsmPulse,
 | 
						|
			 int samplesPerSymbol,
 | 
						|
			 complex channel,
 | 
						|
			 float TOA) 
 | 
						|
 | 
						|
{
 | 
						|
  scaleVector(rxBurst,((complex) 1.0)/channel);
 | 
						|
  delayVector(rxBurst,-TOA);
 | 
						|
 | 
						|
  signalVector *shapedBurst = &rxBurst;
 | 
						|
 | 
						|
  // shift up by a quarter of a frequency
 | 
						|
  // ignore starting phase, since spec allows for discontinuous phase
 | 
						|
  GMSKReverseRotate(*shapedBurst);
 | 
						|
 | 
						|
  // run through slicer
 | 
						|
  if (samplesPerSymbol > 1) {
 | 
						|
     signalVector *decShapedBurst = decimateVector(*shapedBurst,samplesPerSymbol);
 | 
						|
     shapedBurst = decShapedBurst;
 | 
						|
  }
 | 
						|
 | 
						|
  LOG(DEBUG) << "shapedBurst: " << *shapedBurst;
 | 
						|
 | 
						|
  vectorSlicer(shapedBurst);
 | 
						|
 | 
						|
  SoftVector *burstBits = new SoftVector(shapedBurst->size());
 | 
						|
 | 
						|
  SoftVector::iterator burstItr = burstBits->begin();
 | 
						|
  signalVector::iterator shapedItr = shapedBurst->begin();
 | 
						|
  for (; shapedItr < shapedBurst->end(); shapedItr++) 
 | 
						|
    *burstItr++ = shapedItr->real();
 | 
						|
 | 
						|
  if (samplesPerSymbol > 1) delete shapedBurst;
 | 
						|
 | 
						|
  return burstBits;
 | 
						|
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
// 1.0 is sampling frequency
 | 
						|
// must satisfy cutoffFreq > 1/filterLen
 | 
						|
signalVector *createLPF(float cutoffFreq,
 | 
						|
			int filterLen,
 | 
						|
			float gainDC)
 | 
						|
{
 | 
						|
  
 | 
						|
  signalVector *LPF = new signalVector(filterLen-1);
 | 
						|
  LPF->isRealOnly(true);
 | 
						|
  LPF->setSymmetry(ABSSYM);
 | 
						|
  signalVector::iterator itr = LPF->begin();
 | 
						|
  double sum = 0.0;
 | 
						|
  for (int i = 1; i < filterLen; i++) {
 | 
						|
    float ys = sinc(M_2PI_F*cutoffFreq*((float)i-(float)(filterLen)/2.0F));
 | 
						|
    float yg = 4.0F * cutoffFreq;
 | 
						|
    // Blackman -- less brickwall (sloping transition) but larger stopband attenuation
 | 
						|
    float yw = 0.42 - 0.5*cos(((float)i)*M_2PI_F/(float)(filterLen)) + 0.08*cos(((float)i)*2*M_2PI_F/(float)(filterLen));
 | 
						|
    // Hamming -- more brickwall with smaller stopband attenuation
 | 
						|
//    float yw = 0.53836F - 0.46164F * cos(((float)i)*M_2PI_F/(float)(filterLen+1));
 | 
						|
    *itr++ = (complex) ys*yg*yw;
 | 
						|
    sum += ys*yg*yw;
 | 
						|
  }
 | 
						|
  
 | 
						|
  float normFactor = gainDC/sum; //sqrtf(gainDC/vectorNorm2(*LPF));
 | 
						|
  // normalize power
 | 
						|
  itr = LPF->begin();
 | 
						|
  for (int i = 1; i < filterLen; i++) {
 | 
						|
    *itr = *itr*normFactor;
 | 
						|
    itr++;
 | 
						|
  }
 | 
						|
  return LPF;
 | 
						|
 | 
						|
}
 | 
						|
    
 | 
						|
 | 
						|
 | 
						|
#define POLYPHASESPAN 10
 | 
						|
 | 
						|
// assumes filter group delay is 0.5*(length of filter)
 | 
						|
signalVector *polyphaseResampleVector(signalVector &wVector,
 | 
						|
				      int P, int Q,
 | 
						|
				      signalVector *LPF)
 | 
						|
 | 
						|
{
 | 
						|
 
 | 
						|
  bool deleteLPF = false;
 | 
						|
 
 | 
						|
  if (LPF==NULL) {
 | 
						|
    float cutoffFreq = (P < Q) ? (1.0/(float) Q) : (1.0/(float) P);
 | 
						|
    LPF = createLPF(cutoffFreq/3.0,100*POLYPHASESPAN+1,Q);
 | 
						|
    deleteLPF = true;
 | 
						|
  }
 | 
						|
 | 
						|
  signalVector *resampledVector = new signalVector((int) ceil(wVector.size()*(float) P / (float) Q));
 | 
						|
  resampledVector->fill(0);
 | 
						|
  resampledVector->isRealOnly(wVector.isRealOnly());
 | 
						|
  signalVector::iterator newItr = resampledVector->begin();
 | 
						|
 | 
						|
  //FIXME: need to update for real-only vectors
 | 
						|
  int outputIx = (LPF->size()+1)/2/Q; //((P > Q) ? P : Q); 
 | 
						|
  while (newItr < resampledVector->end()) {
 | 
						|
    int outputBranch = (outputIx*Q) % P; 
 | 
						|
    int inputOffset = (outputIx*Q - outputBranch)/P;
 | 
						|
    signalVector::const_iterator inputItr = wVector.begin() + inputOffset;
 | 
						|
    signalVector::const_iterator filtItr  = LPF->begin() + outputBranch;
 | 
						|
    while (inputItr >= wVector.end()) {
 | 
						|
      inputItr--;
 | 
						|
      filtItr+=P;
 | 
						|
    }
 | 
						|
    complex sum = 0.0;
 | 
						|
    if ((LPF->getSymmetry()!=ABSSYM) || (P>1)) {
 | 
						|
      if (!LPF->isRealOnly()) {
 | 
						|
        while ( (inputItr >= wVector.begin()) && (filtItr < LPF->end()) ) {
 | 
						|
	  sum += (*inputItr)*(*filtItr);
 | 
						|
	  inputItr--;
 | 
						|
	  filtItr += P;
 | 
						|
        }
 | 
						|
      }
 | 
						|
      else {
 | 
						|
        while ( (inputItr >= wVector.begin()) && (filtItr < LPF->end()) ) {
 | 
						|
	  sum += (*inputItr)*(filtItr->real());
 | 
						|
	  inputItr--;
 | 
						|
	  filtItr += P;
 | 
						|
        }
 | 
						|
      }
 | 
						|
    }
 | 
						|
    else {
 | 
						|
      signalVector::const_iterator revInputItr = inputItr- LPF->size() + 1;  
 | 
						|
      signalVector::const_iterator filtMidpoint = LPF->begin()+(LPF->size()-1)/2;
 | 
						|
      if (!LPF->isRealOnly()) {
 | 
						|
	while (filtItr <= filtMidpoint) {
 | 
						|
	  if (inputItr < revInputItr) break;
 | 
						|
	  if (inputItr == revInputItr) 
 | 
						|
	    sum += (*inputItr)*(*filtItr);
 | 
						|
          else if ( (inputItr < wVector.end()) && (revInputItr >= wVector.begin()) )
 | 
						|
            sum += (*inputItr + *revInputItr)*(*filtItr);
 | 
						|
          else if ( inputItr < wVector.end() ) 
 | 
						|
	    sum += (*inputItr)*(*filtItr);
 | 
						|
          else if ( revInputItr >= wVector.begin() )
 | 
						|
	    sum += (*revInputItr)*(*filtItr);
 | 
						|
          inputItr--;
 | 
						|
	  revInputItr++;
 | 
						|
          filtItr++;
 | 
						|
        }
 | 
						|
      }
 | 
						|
      else {
 | 
						|
        while (filtItr <= filtMidpoint) {
 | 
						|
          if (inputItr < revInputItr) break;
 | 
						|
          if (inputItr == revInputItr)
 | 
						|
            sum += (*inputItr)*(filtItr->real());
 | 
						|
          else if ( (inputItr < wVector.end()) && (revInputItr >= wVector.begin()) ) 
 | 
						|
            sum += (*inputItr + *revInputItr)*(filtItr->real());
 | 
						|
          else if ( inputItr < wVector.end() ) 
 | 
						|
            sum += (*inputItr)*(filtItr->real());
 | 
						|
          else if ( revInputItr >= wVector.begin() )
 | 
						|
            sum += (*revInputItr)*(filtItr->real());
 | 
						|
          inputItr--;
 | 
						|
          revInputItr++;
 | 
						|
          filtItr++;
 | 
						|
        }
 | 
						|
      }
 | 
						|
    }
 | 
						|
    *newItr = sum;
 | 
						|
    newItr++;
 | 
						|
    outputIx++;
 | 
						|
  }
 | 
						|
      
 | 
						|
  if (deleteLPF) delete LPF;
 | 
						|
 | 
						|
  return resampledVector;
 | 
						|
}
 | 
						|
 | 
						|
 | 
						|
signalVector *resampleVector(signalVector &wVector,
 | 
						|
			     float expFactor,
 | 
						|
			     complex endPoint)
 | 
						|
 | 
						|
{
 | 
						|
 | 
						|
  if (expFactor < 1.0) return NULL;
 | 
						|
 | 
						|
  signalVector *retVec = new signalVector((int) ceil(wVector.size()*expFactor));
 | 
						|
 | 
						|
  float t = 0.0;
 | 
						|
  
 | 
						|
  signalVector::iterator retItr = retVec->begin();
 | 
						|
  while (retItr < retVec->end()) {
 | 
						|
    unsigned tLow = (unsigned int) floor(t);
 | 
						|
    unsigned tHigh = tLow + 1;
 | 
						|
    if (tLow > wVector.size()-1) break;
 | 
						|
    if (tHigh > wVector.size()) break;
 | 
						|
    complex lowPoint = wVector[tLow];
 | 
						|
    complex highPoint = (tHigh == wVector.size()) ? endPoint : wVector[tHigh];
 | 
						|
    complex a = (tHigh-t);
 | 
						|
    complex b = (t-tLow);
 | 
						|
    *retItr = (a*lowPoint + b*highPoint);
 | 
						|
    t += 1.0/expFactor;
 | 
						|
  }
 | 
						|
 | 
						|
  return retVec;
 | 
						|
 | 
						|
}
 | 
						|
		   
 | 
						|
 | 
						|
// Assumes symbol-spaced sampling!!!
 | 
						|
// Based upon paper by Al-Dhahir and Cioffi
 | 
						|
bool designDFE(signalVector &channelResponse,
 | 
						|
	       float SNRestimate,
 | 
						|
	       int Nf,
 | 
						|
	       signalVector **feedForwardFilter,
 | 
						|
	       signalVector **feedbackFilter)
 | 
						|
{
 | 
						|
  
 | 
						|
  signalVector G0(Nf);
 | 
						|
  signalVector G1(Nf);
 | 
						|
  signalVector::iterator G0ptr = G0.begin();
 | 
						|
  signalVector::iterator G1ptr = G1.begin();
 | 
						|
  signalVector::iterator chanPtr = channelResponse.begin();
 | 
						|
 | 
						|
  int nu = channelResponse.size()-1;
 | 
						|
 | 
						|
  *G0ptr = 1.0/sqrtf(SNRestimate);
 | 
						|
  for(int j = 0; j <= nu; j++) {
 | 
						|
    *G1ptr = chanPtr->conj();
 | 
						|
    G1ptr++; chanPtr++;
 | 
						|
  }
 | 
						|
 | 
						|
  signalVector *L[Nf];
 | 
						|
  signalVector::iterator Lptr;
 | 
						|
  float d;
 | 
						|
  for(int i = 0; i < Nf; i++) {
 | 
						|
    d = G0.begin()->norm2() + G1.begin()->norm2();
 | 
						|
    L[i] = new signalVector(Nf+nu);
 | 
						|
    Lptr = L[i]->begin()+i;
 | 
						|
    G0ptr = G0.begin(); G1ptr = G1.begin();
 | 
						|
    while ((G0ptr < G0.end()) &&  (Lptr < L[i]->end())) {
 | 
						|
      *Lptr = (*G0ptr*(G0.begin()->conj()) + *G1ptr*(G1.begin()->conj()) )/d;
 | 
						|
      Lptr++;
 | 
						|
      G0ptr++;
 | 
						|
      G1ptr++;
 | 
						|
    }
 | 
						|
    complex k = (*G1.begin())/(*G0.begin());
 | 
						|
 | 
						|
    if (i != Nf-1) {
 | 
						|
      signalVector G0new = G1;
 | 
						|
      scaleVector(G0new,k.conj());
 | 
						|
      addVector(G0new,G0);
 | 
						|
 | 
						|
      signalVector G1new = G0;
 | 
						|
      scaleVector(G1new,k*(-1.0));
 | 
						|
      addVector(G1new,G1);
 | 
						|
      delayVector(G1new,-1.0);
 | 
						|
 | 
						|
      scaleVector(G0new,1.0/sqrtf(1.0+k.norm2()));
 | 
						|
      scaleVector(G1new,1.0/sqrtf(1.0+k.norm2()));
 | 
						|
      G0 = G0new;
 | 
						|
      G1 = G1new;
 | 
						|
    }
 | 
						|
  }
 | 
						|
 | 
						|
  *feedbackFilter = new signalVector(nu);
 | 
						|
  L[Nf-1]->segmentCopyTo(**feedbackFilter,Nf,nu);
 | 
						|
  scaleVector(**feedbackFilter,(complex) -1.0);
 | 
						|
  conjugateVector(**feedbackFilter);
 | 
						|
 | 
						|
  signalVector v(Nf);
 | 
						|
  signalVector::iterator vStart = v.begin();
 | 
						|
  signalVector::iterator vPtr;
 | 
						|
  *(vStart+Nf-1) = (complex) 1.0;
 | 
						|
  for(int k = Nf-2; k >= 0; k--) {
 | 
						|
    Lptr = L[k]->begin()+k+1;
 | 
						|
    vPtr = vStart + k+1;
 | 
						|
    complex v_k = 0.0;
 | 
						|
    for (int j = k+1; j < Nf; j++) {
 | 
						|
      v_k -= (*vPtr)*(*Lptr);
 | 
						|
      vPtr++; Lptr++;
 | 
						|
    }
 | 
						|
     *(vStart + k) = v_k;
 | 
						|
  }
 | 
						|
 | 
						|
  *feedForwardFilter = new signalVector(Nf);
 | 
						|
  signalVector::iterator w = (*feedForwardFilter)->begin();
 | 
						|
  for (int i = 0; i < Nf; i++) {
 | 
						|
    delete L[i];
 | 
						|
    complex w_i = 0.0;
 | 
						|
    int endPt = ( nu < (Nf-1-i) ) ? nu : (Nf-1-i);
 | 
						|
    vPtr = vStart+i;
 | 
						|
    chanPtr = channelResponse.begin();
 | 
						|
    for (int k = 0; k < endPt+1; k++) {
 | 
						|
      w_i += (*vPtr)*(chanPtr->conj());
 | 
						|
      vPtr++; chanPtr++;
 | 
						|
    }
 | 
						|
    *w = w_i/d;
 | 
						|
    w++;
 | 
						|
  }
 | 
						|
 | 
						|
 | 
						|
  return true;
 | 
						|
  
 | 
						|
}
 | 
						|
 | 
						|
// Assumes symbol-rate sampling!!!!
 | 
						|
SoftVector *equalizeBurst(signalVector &rxBurst,
 | 
						|
		       float TOA,
 | 
						|
		       int samplesPerSymbol,
 | 
						|
		       signalVector &w, // feedforward filter
 | 
						|
		       signalVector &b) // feedback filter
 | 
						|
{
 | 
						|
 | 
						|
  delayVector(rxBurst,-TOA);
 | 
						|
 | 
						|
  signalVector* postForwardFull = convolve(&rxBurst,&w,NULL,FULL_SPAN);
 | 
						|
 | 
						|
  signalVector* postForward = new signalVector(rxBurst.size());
 | 
						|
  postForwardFull->segmentCopyTo(*postForward,w.size()-1,rxBurst.size());
 | 
						|
  delete postForwardFull;
 | 
						|
 | 
						|
  signalVector::iterator dPtr = postForward->begin();
 | 
						|
  signalVector::iterator dBackPtr;
 | 
						|
  signalVector::iterator rotPtr = GMSKRotation->begin();
 | 
						|
  signalVector::iterator revRotPtr = GMSKReverseRotation->begin();
 | 
						|
 | 
						|
  signalVector *DFEoutput = new signalVector(postForward->size());
 | 
						|
  signalVector::iterator DFEItr = DFEoutput->begin();
 | 
						|
 | 
						|
  // NOTE: can insert the midamble and/or use midamble to estimate BER
 | 
						|
  for (; dPtr < postForward->end(); dPtr++) {
 | 
						|
    dBackPtr = dPtr-1;
 | 
						|
    signalVector::iterator bPtr = b.begin();
 | 
						|
    while ( (bPtr < b.end()) && (dBackPtr >= postForward->begin()) ) {
 | 
						|
      *dPtr = *dPtr + (*bPtr)*(*dBackPtr);
 | 
						|
      bPtr++;
 | 
						|
      dBackPtr--;
 | 
						|
    }
 | 
						|
    *dPtr = *dPtr * (*revRotPtr);
 | 
						|
    *DFEItr = *dPtr;
 | 
						|
    // make decision on symbol
 | 
						|
    *dPtr = (dPtr->real() > 0.0) ? 1.0 : -1.0;
 | 
						|
    //*DFEItr = *dPtr;
 | 
						|
    *dPtr = *dPtr * (*rotPtr);
 | 
						|
    DFEItr++;
 | 
						|
    rotPtr++;
 | 
						|
    revRotPtr++;
 | 
						|
  }
 | 
						|
 | 
						|
  vectorSlicer(DFEoutput);
 | 
						|
 | 
						|
  SoftVector *burstBits = new SoftVector(postForward->size());
 | 
						|
  SoftVector::iterator burstItr = burstBits->begin();
 | 
						|
  DFEItr = DFEoutput->begin();
 | 
						|
  for (; DFEItr < DFEoutput->end(); DFEItr++) 
 | 
						|
    *burstItr++ = DFEItr->real();
 | 
						|
 | 
						|
  delete postForward;
 | 
						|
 | 
						|
  delete DFEoutput;
 | 
						|
 | 
						|
  return burstBits;
 | 
						|
}
 |