public MultirateFilter(int upFactor, int downFactor, Complex32[] taps)
{
this.upFactor = upFactor;
this.downFactor = downFactor;
//todo: ipp malloc may be required
this.taps = (Complex32[])taps.Clone();
int delayCount = (taps.Length + upFactor - 1) / upFactor;
dlySrc = new Complex32[delayCount];
dlyDst = new Complex32[delayCount];
IppStatus rc;
int specSize, bufSize;
rc = Ipp.ippsFIRMRGetStateSize_32fc(taps.Length, upFactor, downFactor,
IppDataType.ipp32fc, &specSize, &bufSize);
IppException.Check(rc);
spec = new byte[specSize];
buf = new byte[bufSize];
fixed(Complex32 *pTaps = taps)
fixed(byte *pSpec = spec)
{
rc = Ipp.ippsFIRMRInit_32fc(pTaps, taps.Length, upFactor, 0, downFactor, 0,
(IppsFIRSpec_32fc *)pSpec);
IppException.Check(rc);
}
}
//filterCutoff is 0..1 (-6 dB point)
/// <summary>Initializes a new instance of the <see cref="IppResampler" /> class.</summary>
/// <param name="inRate">The input sampling rate.</param>
/// <param name="outRate">The output sampling rate.</param>
/// <param name="requestedFilterOrder">The requested filter order.</param>
/// <param name="filterCutoff">The 6-dB cutoff frequency of the anti-aliasing filter
/// as a fraction of the Nyquist frequency. Must be in the range of 0...1.</param>
/// <param name="kaiserAlpha">The alpha parameter of the Kaiser filter.</param>
public IppResampler(int inRate, int outRate, int requestedFilterOrder, float filterCutoff, float kaiserAlpha)
{
this.inRate = inRate;
this.outRate = outRate;
//allocate memory for the resampler structure
int specSize, filterOrder, filterHeight;
IppStatus rc;
rc = Ipp.ippsResamplePolyphaseFixedGetSize_32f(inRate, outRate, requestedFilterOrder, &specSize,
&filterOrder, &filterHeight, IppHintAlgorithm.ippAlgHintFast);
IppException.Check(rc);
//{!} docs suggest to use ippsMalloc_8u(specSize), but that results in memory corruption
pSpec = (IppsResamplingPolyphaseFixed_32f *)Ipp.ippsMalloc_8u(specSize * filterHeight);
//initialize IPP resampler
rc = Ipp.ippsResamplePolyphaseFixedInit_32f(inRate, outRate, filterOrder, filterCutoff,
kaiserAlpha, pSpec, IppHintAlgorithm.ippAlgHintFast);
IppException.Check(rc);
//set up input buffer
inData = new float[filterOrder];
readIndex = readIndex0 = filterOrder / 2;
writeIndex = writeIndex0 = filterOrder;
}
/// <summary>Compute the power spectrum from the complex spectrum in the <see cref="FreqData" /> array.</summary>
/// <param name="power">The buffer for the power spectrum, or <c>null</c>.</param>
/// <returns>The power spectrum.</returns>
public float[] PowerSpectrum(float[] power = null)
{
int len = FreqData.Length;
int half = len / 2;
if (power == null)
power = new float[len];
fixed(Complex32 *p_spectrum = FreqData)
fixed(float *p_power = power)
{
IppStatus rc;
if ((1 << order) == FreqData.Length)
{
//complex to power, swap the halves
rc = sp.ippsPowerSpectr_32fc((Ipp32fc *)p_spectrum, p_power + half, half);
IppException.Check(rc);
rc = sp.ippsPowerSpectr_32fc((Ipp32fc *)p_spectrum + half, p_power, half);
IppException.Check(rc);
}
else
{
rc = sp.ippsPowerSpectr_32fc((Ipp32fc *)p_spectrum, p_power, power.Length);
IppException.Check(rc);
}
}
return(power);
}
/// <summary>Initializes a new instance of the <see cref="ComplexFft" /> class.</summary>
/// <param name="size">The size of the FFT transform.</param>
public ComplexFft(int size) : base(size)
{
//allocate input buffer
TimeData = new Complex32[size];
FreqData = new Complex32[size];
//calculate FFT buffer sizes
int specBufSize, initBufSize, workBufSize;
IppStatus rc = sp.ippsFFTGetSize_C_32fc(order, IPP_FFT_NODIV_BY_ANY,
IppHintAlgorithm.ippAlgHintNone, &specBufSize, &initBufSize, &workBufSize);
IppException.Check(rc);
//allocate FFT buffers
Dispose();
specBuffer = Ipp.ippsMalloc_8u(specBufSize);
byte[] initBuf = new byte[initBufSize];
workBuf = new byte[workBufSize];
//initialize FFT
fixed(byte *pInitBuf = initBuf)
fixed(IppsFFTSpec_C_32fc **ppFftSpec = &pFftSpec)
{
rc = sp.ippsFFTInit_C_32fc(ppFftSpec, order, IPP_FFT_NODIV_BY_ANY,
IppHintAlgorithm.ippAlgHintNone, specBuffer, pInitBuf);
}
IppException.Check(rc);
}
/// <summary>Computes the inverse FFT transform.</summary>
public void ComputeInverse()
{
fixed(Complex32 *p_timeData = TimeData, p_freqData = FreqData)
fixed(byte *p_workBuf = workBuf)
{
IppStatus rc = sp.ippsFFTInv_CToC_32fc((Ipp32fc *)p_freqData, (Ipp32fc *)p_timeData, pFftSpec, p_workBuf);
IppException.Check(rc);
}
}
/// <summary>Computes the forward FFT transform.</summary>
public void ComputeForward()
{
fixed(float *p_timeData = TimeData)
fixed(Complex32 * p_freqData = FreqData)
fixed(byte *p_workBuf = workBuf)
{
IppStatus rc = sp.ippsFFTFwd_RToCCS_32f((float *)p_timeData, (float *)p_freqData, pFftSpec, p_workBuf);
IppException.Check(rc);
}
}
/// <summary>Converts power ratios to decibels in-place.</summary>
/// <param name="power">The values to convert.</param>
public static void PowerToLogPower(float[] power)
{
IppStatus rc;
int len = power.Length;
fixed(float *p_power = power)
{
rc = sp.ippsAddC_32f(p_power, 1f, p_power, len);
IppException.Check(rc);
rc = sp.ippsLn_32f_I(p_power, len);
IppException.Check(rc);
rc = sp.ippsMulC_32f_I(LnToDb, p_power, len);
IppException.Check(rc);
}
}
/// <summary>Processes the specified input data.</summary>
/// <param name="inputData">The input data.</param>
/// <param name="inputOffset">The offset of the first value to process.</param>
/// <param name="inputStride">The stride in the input data.</param>
/// <param name="count">The number of values to process.</param>
/// <returns>The number of resampled values.</returns>
public int Process(float[] inputData, int inputOffset, int inputStride, int count)
{
//resize input buffer, *preserve data*
int requiredBufferSize = writeIndex + count;
if (inData.Length < requiredBufferSize)
{
Array.Resize(ref inData, requiredBufferSize);
}
//de-interleave input data and write to the buffer
Dsp.StridedToFloat(inputData, inputOffset, inputStride, inData, writeIndex, count);
writeIndex += count;
int unusedCount = writeIndex - writeIndex0;
//estimate output count
int maxOutCount = (int)(((long)unusedCount * outRate) / inRate) + 2; //+2 is from the example
if (OutData == null || OutData.Length < maxOutCount)
{
OutData = new float[maxOutCount];
}
int outCount = 0;
fixed(float *pSrc = inData, pDst = OutData)
fixed(double *pTime = &readIndex)
{
//resample
IppStatus rc = Ipp.ippsResamplePolyphaseFixed_32f(pSrc, unusedCount, pDst, 1f, pTime, &outCount, pSpec);
IppException.Check(rc);
int usedCount = (int)readIndex - readIndex0;
//shift unused data back in the buffer
rc = sp.ippsMove_32f(pSrc + usedCount, pSrc, writeIndex - usedCount);
IppException.Check(rc);
readIndex -= usedCount;
writeIndex -= usedCount;
}
return(outCount);
}
public int Process(int inCount)
{
int numIters = inCount / downFactor;
int outCount = numIters * upFactor;
if (OutData.Length < outCount)
OutData = new Complex32[outCount];
fixed(Complex32 *pSrc = InData)
fixed(Complex32 * pDst = OutData)
fixed(byte *pSpec = spec)
fixed(Complex32 * pDlySrc = dlySrc)
fixed(Complex32 * pDlyDst = dlyDst)
fixed(byte *pBuf = buf)
{
IppStatus rc = Ipp.ippsFIRMR_32fc(pSrc, pDst, numIters,
(IppsFIRSpec_32fc *)pSpec, pDlySrc, pDlyDst, pBuf);
IppException.Check(rc);
}
return(outCount);
}
/// <summary>Initializes a new instance of the <see cref="RealFft" /> class.</summary>
/// <param name="size">The size of the FFT transform.</param>
public RealFft(int size) : base(size)
{
TimeData = new float[size];
FreqData = new Complex32[size / 2 + 1];
int specBufSize, initBufSize, workBufSize;
IppStatus rc = sp.ippsFFTGetSize_R_32f(order, IPP_FFT_NODIV_BY_ANY,
IppHintAlgorithm.ippAlgHintNone, &specBufSize, &initBufSize, &workBufSize);
IppException.Check(rc);
specBuffer = Ipp.ippsMalloc_8u(specBufSize);
byte[] initBuf = new byte[initBufSize];
workBuf = new byte[workBufSize];
fixed(byte *pInitBuf = initBuf)
fixed(IppsFFTSpec_R_32f **ppFftSpec = &pFftSpec)
{
rc = sp.ippsFFTInit_R_32f(ppFftSpec, order, IPP_FFT_NODIV_BY_ANY,
IppHintAlgorithm.ippAlgHintNone, specBuffer, pInitBuf);
}
IppException.Check(rc);
}