FluctSpectStats.h

//-*-C++-*-
/***************************************************************************
 *
 *   Copyright (C) 2023 by Willem van Straten
 *   Licensed under the Academic Free License version 2.1
 *
 ***************************************************************************/
 
// psrchive/More/Polarimetry/Pulsar/FluctSpectStats.h
 
#ifndef __Pulsar_FluctSpectStats_h
#define __Pulsar_FluctSpectStats_h
 
#include "Pulsar/Algorithm.h"
#include "Pulsar/PhaseWeight.h"
 
#include "FTransformAgent.h"
 
namespace Pulsar {
 
  template<class ProfileType, class ProfileStatsType>
  class FluctSpectStats : public Algorithm
  {   
  public:
 
    FluctSpectStats ();
 
    void set_profile (const ProfileType*);
 
    void select_profile (const ProfileType*);
 
    void set_regions (const PhaseWeight& pulse, const PhaseWeight& baseline);
 
    void get_regions (PhaseWeight& on, PhaseWeight& off) const { on = onpulse; off = baseline; }
 
    unsigned get_last_harmonic () const { return last_harmonic; }
 
    const ProfileType* get_fourier () const { return fourier; }
 
    const ProfileStatsType* get_real () const { return real; }
 
    const ProfileStatsType* get_imag () const { return imag; }
 
    void set_plan (FTransform::Plan* p) { plan = p; }
 
  protected:
 
    Reference::To<const ProfileType> profile;
 
    Reference::To<ProfileType> fourier;
 
    Reference::To<ProfileStatsType> real;
 
    Reference::To<ProfileStatsType> imag;
 
    bool regions_set;
 
    PhaseWeight onpulse;
    PhaseWeight baseline;
 
    unsigned last_harmonic;
 
    virtual void preprocess (ProfileType* fourier_transform) { /* do nothing */ }
 
    virtual const Profile* reference (const ProfileType*) = 0;
 
    void build ();
 
    FTransform::Plan* plan;
 
  };
 
}
 
 
#include "Pulsar/Fourier.h"
#include "Pulsar/LastHarmonic.h"
#include "Pulsar/BaselineEstimator.h"
#include "Pulsar/ExponentialBaseline.h"
 
// #define _DEBUG 1
#include "debug.h"
 
template<class ProfileType, class ProfileStatsType>
Pulsar::FluctSpectStats<ProfileType,ProfileStatsType>::FluctSpectStats ()
{
  real = new ProfileStatsType;
  imag = new ProfileStatsType;
 
  regions_set = false;
  last_harmonic = 0;
  plan = 0;
}
 
template<class ProfileType, class ProfileStatsType>
void Pulsar::FluctSpectStats<ProfileType,ProfileStatsType>::set_profile (const ProfileType* _profile)
{
  profile = _profile;
  build ();
}
 
 
template<class ProfileType, class ProfileStatsType>
void Pulsar::FluctSpectStats<ProfileType,ProfileStatsType>::select_profile (const ProfileType* _profile)
{
  profile = _profile;
  regions_set = false;
  build ();
  if (profile)
    regions_set = true;
}
 
template<class ProfileType, class ProfileStatsType>
void Pulsar::FluctSpectStats<ProfileType,ProfileStatsType>::set_regions (const PhaseWeight& on, const PhaseWeight& off)
{
  real->set_regions (on, off);
  imag->set_regions (on, off);
 
  onpulse = on;
  baseline = off;
 
  regions_set = true;
  build ();
}
 
template<class ProfileType>
ProfileType* fourier_to_psd (const ProfileType* fourier)
{
  Reference::To<ProfileType> psd = fourier->clone();
  detect (psd);
  return psd.release();
}
 
template<class ProfileType>
ProfileType* fourier_to_psd (Reference::To<ProfileType>& fourier)
{
  return fourier_to_psd (fourier.get());
}
 
void copy_pad (Pulsar::PhaseWeight& into, Pulsar::PhaseWeight& from, float remainder);
 
template<class ProfileType, class ProfileStatsType>
void Pulsar::FluctSpectStats<ProfileType,ProfileStatsType>::build () try
{
  if (!profile)
    return;
 
  fourier = fourier_transform (profile, plan);
  // drop the Nyquist bin, if any
  fourier->resize( profile->get_nbin() );
 
  // perform any required pre-processing required by derived types
  preprocess (fourier);
 
  // form the power spectral density
  Reference::To<ProfileType> psd = fourier_to_psd (fourier);
 
  // separate fourier into real and imaginary components
  // (psd is cloned only because it has the correct number of phase bins;
  // the amplitudes are correctly set in the following for loop)
  Reference::To<ProfileType> re = psd->clone();
  Reference::To<ProfileType> im = psd->clone();
 
  fourier_to_re_im (fourier, re, im);
 
  if (!regions_set)
  {
    LastHarmonic last;
    last.set_Profile( reference(psd) );
 
    last.get_weight (&onpulse);
    last.get_baseline_estimator()->get_weight (&baseline);
 
    last_harmonic = last.get_last_harmonic();
 
    DEBUG("Pulsar::FluctSpectStats::build last harmonic=" << last_harmonic << " nbin on=" << onpulse.get_weight_sum());
 
    real->set_regions (onpulse, baseline);
    imag->set_regions (onpulse, baseline);
  }
 
  if (onpulse.get_nbin () != re->get_nbin())
  {
    PhaseWeight on_temp = onpulse;
    PhaseWeight off_temp = baseline;
 
    DEBUG("Pulsar::FluctSpectStats::build masks nbin=" << onpulse.get_nbin () << " != obs nbin=" << re->get_nbin());
 
    on_temp.resize( re->get_nbin() );
    off_temp.resize( re->get_nbin() );
 
    if (re->get_nbin() > onpulse.get_nbin ())
    {
      // the observation has more bins than the template; pad the masks
      copy_pad( on_temp, onpulse, 0 );
      copy_pad( off_temp, baseline, 1 );
    }
    else
    {
      // the observation has fewer bins than the template; 
      // therefore, the baseline of the standard might start after the last harmonic of the observation
      // therefore, compute a new baseline
 
      // the ExponentialBaseline is suitable for the PSD (which is distributed like chi^2 with 2 DOF)
      ExponentialBaseline baseline_estimator;
      baseline_estimator.set_Profile( reference(psd) );
      baseline_estimator.get_weight(&off_temp);
    }
 
    real->set_regions (on_temp, off_temp);
    imag->set_regions (on_temp, off_temp);
  }
 
  real->set_profile (re.release());
  imag->set_profile (im.release());
}
catch (Error& error)
{
  throw error += "Pulsar::FluctSpectStats::build";
}
 
#endif // __Pulsar_FluctSpectStats_h