void ExperimentInput::process(std::vector<int> delays)
{
chrono->start("Input");
findNeededSamples(delays);
generateNonZeroFrequencies();
// if the problem is not off-grid, generate the signal using FFT
if ( config->getSignalLengthOriginal() != config->getSignalLength() )
{
frequencyToTime();
}
else
{
frequencyToTimeUsingFFT(delays);
}
if (config->isNoisy())
{
addNoise();
}
for (auto t = neededSamples.cbegin(); t != neededSamples.cend(); ++t)
{
timeSignal[*t] /= sqrt((ffast_complex)config->getSignalLengthOriginal());
}
chrono->stop("Input");
}
// This function generates the whole signal, it is not limited to the needed samples
void ExperimentInput::process()
{
chrono->start("Input");
for (int k = 0; k < config->getSignalLength(); k++)
{
neededSamples.insert(k);
}
generateNonZeroFrequencies();
frequencyToTime();
if (config->isNoisy())
{
addNoise();
}
// scale the Fourier transform
for (auto t = neededSamples.cbegin(); t != neededSamples.cend(); ++t)
{
timeSignal[*t] /= sqrt((ffast_complex)config->getSignalLengthOriginal());
}
if (config->isQuantized())
{
applyQuantization(config->getQuantizationBitsNb());
}
chrono->stop("Input");
}
