trkfit.cc 43.4 KB
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/*  PAON4 analysis software 
    classes and functions to read in and perform array geometry determination 
    using satellites and celestial sources tracks  
    R. Ansari, Fevrier 2019                                             */


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#include <iomanip>

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#include "pexceptions.h"
#include "trkfit.h"
#include "datacards.h"
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#include "array.h"

#include "acbeam.h"
#include "gacfit.h"
#include "gcxfit.h"
#include "gcxfitbaseline.h"

#include "p4autils.h"


//------------------- Print Level for this file --------------------------
static int _prtlevel_ =0;
void TrkFit_SetPrintLevel(int lev) 
{ 
  _prtlevel_=lev; 
  return;
}
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void TrkFit_FitLibInfo() 
{
  cout << "============================================================================"<<endl;
#ifndef TKF_AVEC_MINUIT
  cout << "============ Classe TkF_Fitter : Fitting with Sophya GeneralFit ============"<<endl;
#else 
  cout << "============= Classe TkF_Fitter : Fitting with Minuit MnMigrad ============="<<endl;
#endif
  cout << "============================================================================"<<endl;
  return;
}

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//------------------- TrkInputDataSet -------------------------------------

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TrkInputDataSet::TrkInputDataSet(string dcfilename, string inp_path)
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  : zenang(0.) , theta_0(0.) , phi_0(0.)
{
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  setInputBasePath(inp_path);
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  ReadDatacardFile(dcfilename);
}


static vector<string> * dataflnm_p_ = NULL;
static vector<double> * tstart_p_ = NULL;
static vector<double> * tend_p_ = NULL;
static vector<double> * v_freqs_p_ = NULL;
static vector<string> * trkflnm_p_ = NULL;
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static vector<bool> * v_noAC_p_ = NULL;
static vector<bool> * v_noCx_p_ = NULL;
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static size_t trk_cnt = 0;

static int decode_trkcard(string const& key, string const& toks)
{
  if (key != "trk") {  // CA NE DEVRAIT PAS ARRIVER 
    cout << "decode_trkcard/ERROR  BAD key = " << key << " ( <> trk"<<endl;
    return 1;
  }
  if (! dataflnm_p_ ) { // CA NE DEVRAIT PAS ARRIVER
    cout << "decode_trkcard/ERROR  dataflnm_p_ = NULL !"<<endl;
    return 1;
  }
  char flnmdata[256], flnmtrk[256];
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  char sflags[64];
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  double ts,te,freq;
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  sscanf(toks.c_str(),"%s %lg,%lg %lg %s %s",flnmdata,&ts,&te,&freq,flnmtrk,sflags);
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  dataflnm_p_->push_back(flnmdata);
  tstart_p_->push_back(ts*60.);
  tend_p_->push_back(te*60.);
  v_freqs_p_->push_back(freq);
  trkflnm_p_->push_back(flnmtrk);
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  size_t ll=strlen(sflags);
  bool noAC=false;
  bool noCx=false;
  if (ll>0) {
    for(size_t l=0; l<ll; l++)  sflags[l]=toupper(sflags[l]);
    string sflg=sflags;
    if ((sflg == "NOAC")||(sflg=="NOACCX"))  noAC=true;
    if ((sflg == "NOCX")||(sflg=="NOACCX"))  noCx=true;
  }
  v_noAC_p_->push_back(noAC);
  v_noCx_p_->push_back(noCx);
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  trk_cnt++;
  return 0;
}


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void TrkInputDataSet::setInputBasePath(string inp_path)
{
  if (inp_path.length()>0)  input_base_path=inp_path;
  return;
}

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size_t TrkInputDataSet::ReadDatacardFile(string dcfilename)
{
  DataCards dc;
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  string match="trk";
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  dc.AddProcF(decode_trkcard, match);

  zenang=0.; theta_0=0.;  phi_0=0.;
  dataflnm.clear();
  tstart.clear();
  tend.clear();
  v_freqs.clear();
  trkflnm.clear();
  dataflnm_p_ = &dataflnm;
  tstart_p_ = &tstart;
  tend_p_ = &tend;
  v_freqs_p_ = &v_freqs;
  trkflnm_p_ = &trkflnm;
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  v_noAC_p_=&v_noAC;
  v_noCx_p_=&v_noCx;
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  trk_cnt = 0;
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  // @trk visiDataTableFile tstart,tend freq TrackFileName [FLAG]
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  //  tstart , tend in minutes freq in MHz
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  //  optional FLAG   = NOAC  NOCX   NOACCX   
  //  NOAC : don't use for Auto-correlation fit ;  NOCX : don't use for cross-cor fits 
  //  NOACCX : don't use for Auto-correlation or cross-cor fits 
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  dc.ReadFile(dcfilename);
  if (dc.HasKey("inpath"))   {   // @inpath  InputFilesDirectoryPath    
    input_base_path = dc.SParam("inpath",0,"");
  }
  if (dc.HasKey("zenang"))   {   // @zenang  Zenith Angle in degree   
    zenang = dc.DParam("zenang",0,0.);
    if (zenang<0.) {
      theta_0 = Angle(-zenang, Angle::Degree).ToRadian();  phi_0 = Angle::PioTwoCst()+Angle::OnePiCst();
    }
    else {
      theta_0 = Angle(+zenang, Angle::Degree).ToRadian();  phi_0 = Angle::PioTwoCst();
    }
  }

  dataflnm_p_ = NULL;
  tstart_p_ = NULL;
  tend_p_ = NULL;
  v_freqs_p_ = NULL;
  trkflnm_p_ = NULL;

  if (trk_cnt != trkflnm.size()) {  // ca ne devrait pas arriver
    cout << " TrkInputDataSet::ReadDatacardFile()/BUG  trk_cnt != trkflnm.size()"<<endl;
    throw PError("TrkInputDataSet::ReadDatacardFile() trk_cnt != trkflnm.size()");
  }
  trk_cnt=0;
  dcfilename_ = dcfilename;
  return trkflnm.size();
}

ostream & TrkInputDataSet::Print(ostream & os) const
{
  os << "TrkInputDataSet(dcfilename="<<dcfilename_<<")/Info:  dec-shift(zenithAngle)= "<<zenang<<" NbTrk="<<NbTrk()<<endl;
  os << "...InputBaseDirectoryPath="<<input_base_path<<endl;
  for(size_t i=0; i<NbTrk(); i++)  {
    os <<"["<<i<<"] data= "<< dataflnm[i]<<"  ts,te(min)= "<<tstart[i]/60.<<","<<tend[i]/60.<<" freg(MHz)= "<<v_freqs[i]
       <<" TrkFile="<<trkflnm[i]<<endl;
  }
  return os;
}


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//------------------------ ACxDataSet -------------------------------------

AcxDataSet::AcxDataSet(TrkInputDataSet & tkds)
  : tot_npoints(0),zenang(0.),theta_0(0.),phi_0(0.)
{
  ReadData(tkds);
}

AcxDataSet::AcxDataSet(AcxDataSet const & a)
  : v_time_data(a.v_time_data), vv_data(a.vv_data), vv_err(a.vv_err), 
    v_min_data(a.v_min_data), v_max_data(a.v_max_data),
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    vv_cxdata(a.vv_cxdata), vv_cxerr(a.vv_cxerr),
    v_min_cxdata(a.v_min_cxdata), v_max_cxdata(a.v_max_cxdata), 
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    tot_npoints(a.tot_npoints), v_freqs(a.v_freqs), v_noAC(a.v_noAC), v_noCx(a.v_noCx), 
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    zenang(a.zenang), theta_0(a.theta_0), phi_0(a.phi_0),
    v_acbeams(a.v_acbeams), v_cxbeams(a.v_cxbeams),
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    v_phase(a.v_phase), v_phi_0(a.v_phi_0), v_a_phi(a.v_a_phi), v_Acx(a.v_Acx), v_Bcx(a.v_Bcx)
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{
}

AcxDataSet & AcxDataSet::operator = (AcxDataSet const & a)
{
  v_time_data=a.v_time_data; vv_data=a.vv_data; vv_err=a.vv_err; 
  v_min_data=a.v_min_data;   v_max_data=a.v_max_data;
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  vv_cxdata=a.vv_cxdata;   vv_cxerr=a.vv_cxerr;
  v_min_cxdata=a.v_min_cxdata;  v_max_cxdata=a.v_max_cxdata; 
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  tot_npoints=a.tot_npoints; v_freqs=a.v_freqs;   v_noAC=a.v_noAC;  v_noCx=a.v_noCx;
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  zenang=a.zenang;  theta_0=a.theta_0;  phi_0=a.phi_0;
  v_acbeams=a.v_acbeams;  v_cxbeams=a.v_cxbeams;
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  v_phase=a.v_phase; v_phi_0=a.v_phi_0;  v_a_phi=a.v_a_phi;  v_Acx=a.v_Acx;  v_Bcx=a.v_Bcx;
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  return (*this);
}

size_t AcxDataSet::ReadData(TrkInputDataSet & tkds)    
{
  cout << "---- AcxDataSet::AcxDataSet() reading 4 PAON4 auto-correlation & 6 Cross-cor signals/DataTables for"
       <<tkds.NbTrk()<<" tracks ..."<<endl;

  if (tkds.NbTrk() != v_time_data.size()) {
    v_time_data.resize(tkds.NbTrk());
    vv_data.resize(tkds.NbTrk());
    vv_err.resize(tkds.NbTrk());
    v_min_data.resize(tkds.NbTrk());
    v_max_data.resize(tkds.NbTrk());
    vv_cxdata.resize(tkds.NbTrk());
    vv_cxerr.resize(tkds.NbTrk());
    v_min_cxdata.resize(tkds.NbTrk());
    v_max_cxdata.resize(tkds.NbTrk());    
  }
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  v_freqs=tkds.v_freqs;  v_noAC=tkds.v_noAC;  v_noCx=tkds.v_noCx;
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  zenang=tkds.zenang;   theta_0=tkds.theta_0;    phi_0=tkds.phi_0;
  size_t NB_ANTENNES=getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=getNbCrossCor();
  tot_npoints = 0;   // total number of points for fit 
  const char * acname[4]={"V11","V22","V33","V44"};
  const char * cxname[6]={"V12","V13","V14","V23","V24","V34"};
  
  for(size_t j=0; j<tkds.dataflnm.size(); j++) {
    string flnm = tkds.input_base_path+tkds.dataflnm[j]+".ppf";
    cout << "1."<<j+1<<" Extracting data from data file DataTable: " << flnm<<endl
	 << " ... For time interval (Trk"<<j+1<<") "<<tkds.tstart[j]<<" < t < "<<tkds.tend[j]<<endl;
    DataTable dt_data;
    PInPersist pin(flnm);
    pin >> dt_data;
    dt_data.SetShowMinMaxFlag(true);
    size_t ktime = dt_data.IndexNom("timesec");
    vector<double> vtm;
    dt_data.GetColumn(ktime, vtm);
    vector< vector<double> > v_vac(NB_ANTENNES);
    for(size_t ii=0; ii<NB_ANTENNES; ii++) {   // 4 auto-correlations
      size_t kac = dt_data.IndexNom(acname[ii]);
      dt_data.GetColumn(kac, v_vac[ii]);
      vector<double> vtmp, vetmp;
      vv_data[j].push_back(vtmp);
      vv_err[j].push_back(vetmp);
      v_min_data[j].push_back(9.e19);
      v_max_data[j].push_back(-9.e19);
    }
    vector< vector <complex<double> > > v_vcx(NB_CXCORS);
    for(size_t ii=0; ii<NB_CXCORS; ii++) {   // 6 cross-correlations
      size_t kac = dt_data.IndexNom(cxname[ii]);
      dt_data.GetColumn(kac, v_vcx[ii]);
      vector< complex<double> > vtmp;
      vector<double> vetmp;
      vv_cxdata[j].push_back(vtmp);
      vv_cxerr[j].push_back(vetmp);
      v_min_cxdata[j].push_back(9.e19);
      v_max_cxdata[j].push_back(-9.e19);
    }
    
    vector< vector<double> > & v_data = vv_data[j];
    vector< vector<double> > & v_err = vv_err[j];
    vector< vector< complex<double> > > & v_cxdata = vv_cxdata[j];
    vector< vector<double> > & v_cxerr = vv_cxerr[j];

    for(size_t k=0; k<vtm.size(); k++) {
      if ((vtm[k]<tkds.tstart[j])||(vtm[k]>tkds.tend[j]))  continue;
      v_time_data[j].push_back(vtm[k]);
      for(size_t ii=0; ii<NB_ANTENNES; ii++) {
	vector<double> & vac = v_vac[ii];
	v_data[ii].push_back(vac[k]);
	v_err[ii].push_back(0.1*sqrt(fabs(vac[k])));   // calcul d'erreur, a affiner 
	if (vac[k]<v_min_data[j][ii])  v_min_data[j][ii]=vac[k];
	if (vac[k]>v_max_data[j][ii])  v_max_data[j][ii]=vac[k];
      }
      for(size_t ii=0; ii<NB_CXCORS; ii++) {   // 6 cross-correlations
	vector< complex<double> > & vcx = v_vcx[ii];
	v_cxdata[ii].push_back(vcx[k]);
	double acx=std::abs(vcx[k]);
	v_cxerr[ii].push_back(0.1*sqrt(acx));
	if (acx<v_min_cxdata[j][ii])  v_min_cxdata[j][ii]=acx;
	if (acx>v_max_cxdata[j][ii])  v_max_cxdata[j][ii]=acx;
      }
    }
    
    tot_npoints += v_time_data[j].size();   // total number of points for fit 
    cout << " ... Done for " << j+1 << " data size="<<v_time_data[j].size()<<endl;
    cout << "  Data-AutoCor Min,Max[A1...A4]="; 
    for(size_t ii=0; ii<NB_ANTENNES; ii++)
      cout<<setw(10)<<v_min_data[j][ii]<<","<<setw(10)<<v_max_data[j][ii]<<" ; ";   cout << endl;
    cout << "  Data-CxCorr (abs) Min,Max[Cx1...Cx6]="; 
    for(size_t ii=0; ii<NB_ANTENNES; ii++)
      cout<<setw(10)<<v_min_cxdata[j][ii]<<","<<setw(10)<<v_max_cxdata[j][ii]<<" ; ";   cout << endl;

  }
  return tot_npoints;
}


//------------------------ TrackSet -------------------------------------
TrackSet::TrackSet(TrackSet const & a)
  : v_time_sat(a.v_time_sat), v_sat_elev(a.v_sat_elev), v_sat_azim(a.v_sat_azim),
    v_interp_elev(a.v_interp_elev), v_interp_sazim(a.v_interp_sazim)							   
{
}

TrackSet & TrackSet::operator = (TrackSet const & a)
{
  v_time_sat=a.v_time_sat;  v_sat_elev=a.v_sat_elev;  v_sat_azim=a.v_sat_azim;
  v_interp_elev=a.v_interp_elev;  v_interp_sazim=a.v_interp_sazim; 
  return *this;
}

TrackSet::TrackSet(TrkInputDataSet & tkds)
{
  ReadData(tkds);
}

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size_t TrackSet::ReadTrackFile(string flnm, vector<double> & tims, vector<double> & elevs, vector<double> & azims, SLinInterp1D & li_elev, SLinInterp1D & li_sazim)
{
  cout <<"TrackSet::ReadTrackFile() Extracting data from source/satellite track DataTables: Filename= " << flnm << endl;
  DataTable dt_sat;
  PInPersist pin(flnm);
  pin >> dt_sat;
  dt_sat.SetShowMinMaxFlag(true);
  size_t ktime = dt_sat.IndexNom("timesec");
  dt_sat.GetColumn(ktime, tims);
  size_t kelev = dt_sat.IndexNom("elevation");
  dt_sat.GetColumn(kelev, elevs);
  size_t kazim = dt_sat.IndexNom("azimuth");
  dt_sat.GetColumn(kazim, azims);
  li_elev.DefinePoints(tims, elevs);
  double last_azim=azims[0];
  //    vector<double> cazim(v_sat_azim[j].size());
  // azimuth values, shifted possibly +360 +720 deg ... to avoid jumping from 360 deg to 0 deg  
  vector<double> shifted_azim(azims.size());   
  double azim_offset=0.;
  double min_azim_offset=0.;
  bool fgneg_azim_offset=false;
  for(size_t k=0; k<azims.size(); k++)  {
    double azim=azims[k];
    if ((k>0)&&(azim<last_azim)) {
      if ((last_azim>300.)&&(azim<60.))  {
	azim_offset += 360.;
	if (_prtlevel_>0) 
	  cout << "TrackSet::ReadTrackFile()/Info-Warning: 360 to 0 deg. Jump k="<<k<<" last_azim="<<last_azim<<" azimuth= "<<azim<<" Offset->"<<azim_offset<<endl;
      }
    }
    else if ((k>0)&&(azim>last_azim)) {
      if ((last_azim<60)&&(azim>300.))  {
	azim_offset -= 360.;
	if (_prtlevel_>0) 
	  cout << "TrackSet::ReadTrackFile()/Info-Warning: 0 to 360 deg. Jump: k="<<k<<" last_azim="<<last_azim<<" azimuth= "<<azim<<" Offset->"<<azim_offset<<endl;
      }
    }
    if (azim_offset<min_azim_offset)  min_azim_offset=azim_offset;
    last_azim = azim;
    shifted_azim[k]=azim+azim_offset;
    /*
      double phisrcdeg=90.-v_sat_azim[j][k];
      if (phisrcdeg<0.)  phisrcdeg+=360.;
      double phisrc=Angle(phisrcdeg,Angle::Degree).ToRadian();
      cazim[k]=cos(phisrc);
    */
  }
  if (min_azim_offset < -300.) {
    cout << "TrackSet::ReadTrackFile()/Info-Warning: - correcting for negative azim_offset -> Adding " << -min_azim_offset <<" deg."<<endl;
    for(size_t k=0; k<shifted_azim.size(); k++)   shifted_azim[k] -= min_azim_offset;
  }
  li_sazim.DefinePoints(tims, shifted_azim);
  return tims.size();
}

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size_t TrackSet::ReadData(TrkInputDataSet & tkds)
{
  cout << "---- TrackSet::ReadData() ; reading source (satellites, ..) for "
       <<tkds.NbTrk()<<" tracks ..."<<endl;
  if (tkds.NbTrk() != v_time_sat.size()) {
    v_time_sat.resize(tkds.NbTrk());
    v_sat_elev.resize(tkds.NbTrk());
    v_sat_azim.resize(tkds.NbTrk());
    v_interp_elev.resize(tkds.NbTrk());
    v_interp_sazim.resize(tkds.NbTrk());
  }

  for(size_t j=0; j<tkds.NbTrk(); j++) {
    string flnm = tkds.input_base_path+tkds.trkflnm[j]+".ppf";
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    size_t npts=ReadTrackFile(flnm, v_time_sat[j], v_sat_elev[j], v_sat_azim[j], v_interp_elev[j], v_interp_sazim[j]);
    cout<<"["<<j+1<<"]  DONE timevec.size()="<<npts<<"  SLinInterp1D for elevation / azimuth created ..."<<endl;
    if (_prtlevel_>0) {
      cout << v_interp_elev[j];
      cout << v_interp_sazim[j];
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    }
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  }
  return 0;
}


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//------------------------ ACxSetFitter -------------------------------------
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ACxSetFitter::ACxSetFitter(AcxDataSet & data, TrackSet & tks)
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  : fggaussbeam_(true), D_dish(5.), acxd_(data), tks_(tks), fit_ac_done(false), fit_cx_done(false), 
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    v_RcFit_ac(tks.getNbAutoCor()), v_xi2red_ac(tks.getNbAutoCor()),
    v_Ddish(tks.getNbAutoCor()), v_thetaant(tks.getNbAutoCor()), 
    v_phiant(tks.getNbAutoCor()), v_A(tks.getNbAutoCor()), v_B(tks.getNbAutoCor()), 
    v_err_Ddish(tks.getNbAutoCor()), v_err_thetaant(tks.getNbAutoCor()), 
    v_err_phiant(tks.getNbAutoCor()), v_err_A(tks.getNbAutoCor()), v_err_B(tks.getNbAutoCor()), 
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    v_acbeams(tks.getNbAutoCor()),
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    v_RcFit_cx(tks.getNbCrossCor()), v_xi2red_cx(tks.getNbCrossCor()),
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    v_phase(tks.getNbCrossCor()), v_phi_0(tks.getNbCrossCor()), v_a_phi(tks.getNbCrossCor()), 
    v_Acx(tks.getNbCrossCor()), v_Bcx(tks.getNbCrossCor()), 
    v_err_phi_0(tks.getNbCrossCor()), v_err_a_phi(tks.getNbCrossCor()), 
    v_err_Acx(tks.getNbCrossCor()), v_err_Bcx(tks.getNbCrossCor()),
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    v_cxbeams(tks.getNbCrossCor())
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{
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  if (data.NbTrk() != tks.NbTrk())
    throw ParmError("ACxSetFitter(data, tks) NOT same number of tracks NbTrk() in data and tks");
  if (data.NbTrk() < 1)
    throw ParmError("ACxSetFitter(data, tks) 0 tracks in data data.NbTrk()<1 ");
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}

int ACxSetFitter::doACfit(string outfilename)
{
  cout << "======================================================================================"<<endl;
  cout << "---- ACxSetFitter::doACfit() ; Performing antenna pointing fit ..."<<endl;
  ofstream ofr(outfilename.c_str());
  ofr << "#### Pointing/dish diameter fit on autocorrelation (ACxSetFitter::doACfit() "<<endl
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      << "## NumAntenna RcFit Xi2red  Deff err_Deff  Elevation err_Elev  Azimuth err_Ezim  A0 err_A0 B0 err_B0 A1 err_A1 B1 err_B1 ..."<<endl;
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  size_t NB_ANTENNES = acxd_.getNbAutoCor();
  size_t NTRK = acxd_.NbTrk();

  for(size_t ii=0; ii<NB_ANTENNES; ii++)  { 
    v_A[ii].resize(NTRK);     v_B[ii].resize(NTRK); 
    v_err_A[ii].resize(NTRK);     v_err_B[ii].resize(NTRK); 
  }
  int tot_npoints_fit = 0;
  for(size_t j=0; j<NTRK; j++) tot_npoints_fit += acxd_.v_time_data[j].size();
  for(size_t ii=0; ii<NB_ANTENNES; ii++) {
    cout << "-------- doACfit() 1."<<ii+1<<" Creating General Fit for AutoCor Antenna= " << ii+1 << endl;
    GeneralFitData gdata(1, tot_npoints_fit);
    for(size_t j=0; j<NTRK; j++) {
      vector< vector<double> > & v_data = acxd_.vv_data[j];
      vector< vector<double> > & v_err = acxd_.vv_err[j];
      for(size_t k=0; k<acxd_.v_time_data[j].size(); k++) {
	gdata.AddData1(acxd_.v_time_data[j][k],v_data[ii][k],v_err[ii][k]); // Fill x, y and error on y     
      }
    }
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    TkF_ACXi2 gxi2( acxd_.v_time_data, acxd_.vv_data, acxd_.vv_err, acxd_.v_freqs, acxd_.v_noAC, 
		    tks_.v_interp_elev, tks_.v_interp_sazim, ii, fggaussbeam_);  // MyACGenXi2
    //    GeneralFit mFit(&gxi2);
    TkF_Fitter mFit(gxi2);
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    mFit.SetData(&gdata);        // connect data to the fitter , here the data is unused - gxi2 includes its data 
    mFit.SetMaxStep(1000);
    // SetParam(int n,double value, double step,double min=1., double max=-1.);
    mFit.SetParam(0,"D_dish",D_dish,0.1,D_dish*0.8,D_dish*1.2);
    // mFit.SetFix(0, D_dish);
    
    double thetaAntenne=0., phiAntenne=0.;
    if (fabs(acxd_.zenang)>1.e-6) {
      if (acxd_.zenang<0)  {
	thetaAntenne=Angle(-acxd_.zenang,Angle::Degree).ToRadian();
	phiAntenne=Angle(270.,Angle::Degree).ToRadian();
      }
      else {
	thetaAntenne=Angle(acxd_.zenang,Angle::Degree).ToRadian();
	phiAntenne=Angle(90.,Angle::Degree).ToRadian();
      }
    }
    mFit.SetParam(1,"ThetaAntenne",thetaAntenne,M_PI/1440,0.,thetaAntenne+M_PI/36.);
    mFit.SetParam(2,"PhiAntenne",phiAntenne,M_PI/180.,0.,2.*M_PI);
    // mFit.SetFix(1, thetaAntenne);
    // mFit.SetFix(2, phiAntenne);
    
    for(size_t j=0; j<NTRK; j++) {
      char pname[32];
      sprintf(pname,"A%d",(int)(j+1));
      double A = acxd_.v_max_data[j][ii];
      mFit.SetParam(2*j+3,pname,A,A/10.,A/20,A*5);
      sprintf(pname,"B%d",(int)(j+1));
      double B = acxd_.v_min_data[j][ii];
      mFit.SetParam(2*j+4,pname,B,B/10.,B/20,B*5);
      mFit.SetFix(2*j+4, B);
      
    }
    //DBG mFit.PrintFit();
    //    cout << "do_p4_trkfit 2."<<ii+1<<" Performing the fit for AutoCor Antenna= " << ii+1 << endl;
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    int rcfit = mFit.doFit();
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    if (_prtlevel_>1) mFit.PrintFit();
    v_RcFit_ac[ii]=rcfit;  v_xi2red_ac[ii]=-9999.;
    if(rcfit>0) { 
      cout<< "------- Fit result for Antenna No="<<ii+1<<" Reduce_Chisquare = " << mFit.GetChi2Red()
	  << " nstep="<<mFit.GetNStep() << " rc="<<rcfit<<endl;
    }
    else {
      cout << "---Fit failed for "<<ii+1<<"--- Fit_Error, rc = " << rcfit << "  nstep="<<mFit.GetNStep()<<endl;
      ofr <<setw(4)<<ii+1<<" ERROR FIT RC="<<rcfit<<"  nstep="<<mFit.GetNStep()<<endl;
      if (_prtlevel_>0) mFit.PrintFitErr(rcfit);
    } 
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    ofr <<setw(4)<<ii+1<<" "<<setw(8)<<mFit.GetChi2Red()<<" "; 
    v_xi2red_ac[ii]=mFit.GetChi2Red();
    double Dfit=mFit.GetParm(0);   double err_Dfit=mFit.GetParmErr(0);
    cout <<setw(16)<<"DishDiameter= "<<setw(10)<<Dfit<<" +/- "<<setw(10)<<err_Dfit<<" m."<<endl;
    ofr <<setw(5)<<rcfit<<" "<<setw(8)<<Dfit<<" "<<setw(8)<<err_Dfit<<"  "; 
    v_Ddish[ii]=Dfit;
    v_err_Ddish[ii]=err_Dfit;
    double thetaant=mFit.GetParm(1);   double err_thetaant=mFit.GetParmErr(1);
    v_thetaant[ii]=thetaant;
    double elevdeg=90.-Angle(thetaant).ToDegree();
    double err_elevdeg=Angle(err_thetaant).ToDegree();
    cout <<setw(16)<<"ThetaAntenne= "<<setw(12)<<Angle(thetaant).ToDegree()<< " +/- "
	 <<setw(12)<<Angle(err_thetaant).ToDegree()<<" (elevation="
	 <<setw(8)<<elevdeg<<" +/- "<<setw(8)<<err_elevdeg<<") deg."<<endl;
    ofr <<setw(8)<<elevdeg<<" "<<setw(8)<<err_elevdeg<<"  "; 
    double phiant=mFit.GetParm(2);   double err_phiant=mFit.GetParmErr(2);
    double azimdeg=90.-Angle(phiant).ToDegree();
    if (azimdeg<0.)  azimdeg += 360.;
    double err_azimdeg=Angle(err_phiant).ToDegree();
    v_phiant[ii]=phiant;
    cout <<setw(16)<<"PhiAntenne= "<<setw(12)<<Angle(phiant).ToDegree()<< " +/- "
	 <<setw(12)<<Angle(err_phiant).ToDegree()<<" (azimuth  ="
	 <<setw(8)<<azimdeg<<" +/- "<<setw(8)<<err_azimdeg<<" ) deg."<<endl;
    ofr <<setw(8)<<azimdeg<<" "<<setw(8)<<err_azimdeg<<"  "; 
    for(size_t j=0; j<NTRK; j++) {
      double A=mFit.GetParm(3+2*j);   double err_A=mFit.GetParmErr(3+2*j);
      double B=mFit.GetParm(4+2*j);   double err_B=mFit.GetParmErr(4+2*j);
      cout << "  Trk/Sat["<<j<<"] -> A= "<<A<<" +/- "<<err_A<<"  B= "<<B<<" +/- "<<err_B<<endl;
      v_A[ii][j]=A;  v_B[ii][j]=B;
      v_err_A[ii][j]=err_A;  v_err_B[ii][j]=err_B;
      ofr <<setw(8)<<A<<" "<<setw(8)<<err_A<<" "<<setw(8)<<B<<" "<<setw(8)<<err_B<<" ";
    }
    ofr << endl;
    double clight = PhysQty::c().SIValue();
    double lambda = clight/(acxd_.v_freqs[0]*1.e6);
    ACBeam acb1(Dfit, thetaant, phiant, lambda);
    acb1.setGaussianLobe(fggaussbeam_);
    ACBeam acb2(Dfit, thetaant, phiant, lambda);
    acb2.setGaussianLobe(fggaussbeam_);
    Vector3d baseline0(0.,0.,0.);
    v_acbeams[ii]=CxBeam(acb1, acb2, baseline0);
    
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  }
  
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  fit_ac_done=true;
  acxd_.v_acbeams=v_acbeams;
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  return 0;
}

int ACxSetFitter::saveExpectedAC(string outcheckfilename)
{
  if (outcheckfilename.length()<1)  return 1;
  cout << "-----ACxSetFitter::saveExpectedAC() : computing expected signal for fitted params , will be saved to file "
       <<outcheckfilename<<endl;
  POutPersist pos(outcheckfilename);
  size_t NB_ANTENNES = acxd_.getNbAutoCor();
  size_t NTRK = acxd_.NbTrk();

  for(size_t ii=0; ii<NB_ANTENNES; ii++)     {
    if (_prtlevel_>1) 
      cout << "... Computing DataSignal & Expected Signal for fitted params and dish "<<ii+1<<endl;
    
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    MyACSignal macs(acxd_.v_time_data, acxd_.vv_data, acxd_.vv_err, acxd_.v_freqs, acxd_.v_noAC, 
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		    tks_.v_interp_elev, tks_.v_interp_sazim, ii, fggaussbeam_);
      
    double Ddishfit=v_Ddish[ii];
    double thetafit=v_thetaant[ii];
    double phifit=v_phiant[ii];
    
    char oname[32];
    for(size_t j=0; j<NTRK; j++)  {
      double A = v_A[ii][j];
      double B = v_B[ii][j];
      Vector signal = macs.getDataSignal(j);
      sprintf(oname,"ac_%d_%d",(int)ii+1,(int)j+1);
      pos << PPFNameTag(oname)<<signal;
      Vector expsignal = macs.getExpectedSignal(j, Ddishfit, thetafit, phifit, A, B);
      sprintf(oname,"simac_%d_%d",(int)ii+1,(int)j+1);      
      pos << PPFNameTag(oname)<<expsignal;
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      if (ii==0)  {
	Vector tmvec = macs.getTimeVec(j);
	sprintf(oname,"tim_%d",(int)j+1);
	pos << PPFNameTag(oname)<<tmvec;
      }
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    }
  } 
  return 0;
}


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int ACxSetFitter::doCxfit(string outfilenamecx, bool useAac, bool fgphi0only)
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{
  size_t NB_ANTENNES=acxd_.getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=acxd_.getNbCrossCor();
  size_t NTRK = acxd_.NbTrk();

  cout << "======================================================================================"<<endl;
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  cout << "---------- ACxSetFitter::doCxfit() ; Performing cross-cor phase fit for NTrk="<<NTRK<<endl;
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  if (useAac) cout << " ... Using Amplitude from auto-correlations fit for initial fit parameter value..."<<endl; 
  ofstream ofr(outfilenamecx.c_str());
  ofr << "#### cross-cor phase fit (ACxSetFitter::doCxfit() ) "<<endl
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      << "## NumCxCor RcFit Xi2red Phi0 err_Phi0 a_Phi err_a_Phi (deg) A0 err_A0 A1 err_A1  ..."<<endl;
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  int tot_npoints_fit = 0;
  for(size_t j=0; j<NTRK; j++) tot_npoints_fit += 2*(acxd_.v_time_data[j].size());
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  cout << " Total number of data points for fit="<< tot_npoints_fit<<endl;

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  size_t Anum1[6]={0,0,0,1,1,2};
  size_t Anum2[6]={1,2,3,2,3,3};
  for(size_t ii=0; ii<NB_CXCORS; ii++) {
    v_Acx[ii].resize(NTRK);   
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    v_Bcx[ii].resize(NTRK);  
    v_err_Acx[ii].resize(NTRK);   
    v_err_Bcx[ii].resize(NTRK);  
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    for(size_t j=0; j<NTRK; j++) {
      v_Acx[ii][j]=1.;   v_Bcx[ii][j]=complex<double>(0.,0.);
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      v_err_Acx[ii][j]=1.;   v_err_Bcx[ii][j]=complex<double>(0.,0.);
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    }
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    Vector3d baseline=P4Coords::getBaseline(Anum1[ii]+1,Anum2[ii]+1);
    cout << "--------- 1."<<ii+1<<" doCxfit() Doing fit for CrossCor= " << ii << " FxF= " 
	 << Anum1[ii]+1<<"x"<<Anum2[ii]+1<<" Baseline="<<baseline<<endl;
    GeneralFitData gdata(1, tot_npoints_fit);
    for(size_t j=0; j<NTRK; j++) {
      vector< vector< complex<double> > > & v_cxdata = acxd_.vv_cxdata[j];
      vector< vector<double> > & v_cxerr = acxd_.vv_cxerr[j];
      for(size_t k=0; k<acxd_.v_time_data[j].size(); k++) {
	gdata.AddData1(acxd_.v_time_data[j][k],v_cxdata[ii][k].real(),v_cxerr[ii][k]); // Fill x, y and error on y
	gdata.AddData1(acxd_.v_time_data[j][k],v_cxdata[ii][k].imag(),v_cxerr[ii][k]); // Fill x, y and error on y     
      }
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    }
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    double clight = PhysQty::c().SIValue();
    double lambda = clight/(acxd_.v_freqs[0]*1.e6);
    ACBeam acb1(v_Ddish[Anum1[ii]], v_thetaant[Anum1[ii]], v_phiant[Anum1[ii]], lambda);
    acb1.setGaussianLobe(fggaussbeam_);
    ACBeam acb2(v_Ddish[Anum2[ii]], v_thetaant[Anum2[ii]], v_phiant[Anum2[ii]], lambda);
    acb2.setGaussianLobe(fggaussbeam_);
    CxBeam cxbeam(acb1, acb2, baseline);
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    v_cxbeams[ii]=cxbeam;
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    TkF_CxXi2 gxi2( acxd_.v_time_data, acxd_.vv_cxdata, acxd_.vv_cxerr, acxd_.v_freqs, 
		    tks_.v_interp_elev, tks_.v_interp_sazim, cxbeam, ii);  // MyCxGenXi2
    //    GeneralFit mFit(&gxi2);
    TkF_Fitter mFit(gxi2);
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    mFit.SetData(&gdata);        // connect data to the fitter , here the data is unused - gxi2 includes its data 
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    mFit.SetMaxStep(3000);
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    // SetParam(int n,double value, double step,double min=1., double max=-1.);
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    mFit.SetParam(0,"Phi_0",0.,M_PI/360.,0.,2.2*M_PI);
    mFit.SetParam(1,"a_phi",0.,0.05,-15.,15.);
    if (fgphi0only) {
      cout << " ACxSetFitter::doCxfit() Fitting Phi0 Only (frequency independent phase)"<<endl;
      mFit.SetFix(1,0.);
    }
    else cout << " ACxSetFitter::doCxfit() Fitting  Phase(freq) = Phi0 + a_Phi * (freq-1250.)/250. "<<endl;
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    char oname[32];
    vector<double> v_amp(NTRK);
    for(size_t j=0; j<NTRK; j++) {
      double A=1.; // v_max_cxdata[j][ii]; 
      TVector< complex<double> >  signal = gxi2.getDataSignal(j);
      Vector asig = SOPHYA::abs(signal);
      double mins, maxs;
      asig.MinMax(mins, maxs);
      TVector< complex<double> >  expsignal = gxi2.getExpectedSignal(j, 0., A);
      Vector aexpsig = SOPHYA::abs(expsignal);
      double mine, maxe;
      aexpsig.MinMax(mine, maxe);
      A=maxs/maxe;
      v_amp[j]=A; 
    }

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    double fparm[500];  fparm[0]=0.;
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    double bestxi2 = 9.e19;
    double bestphase=0.;
    int bestnpts,npts;
    int bestafact;
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    double afact[12]={0.15,0.3,0.5,0.75,1.0,1.25,1.5,1.75,2.0,2.4,2.8,3.2};
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    for(int ia=0; ia<12; ia++) {
      for(size_t j=0; j<NTRK; j++) {
	double Aac=sqrt(v_A[Anum1[ii]][j] * v_A[Anum2[ii]][j]);
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	fparm[2+3*j]=(useAac?Aac:v_amp[j]);
	fparm[2+3*j]*=afact[ia];   fparm[2+3*j]=fparm[3+3*j]=0.;
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      }
      for(double ph=0.; ph<360.; ph += 1) {
	fparm[0]=Angle(ph, Angle::Degree).ToRadian();
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	fparm[1]=0.;
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	double xi2 = gxi2.getXi2(fparm, npts);
	if (xi2 < bestxi2) {
	  bestxi2 = xi2; bestphase=fparm[0]; bestnpts=npts;  bestafact=afact[ia];
	}
      }
    }
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    mFit.SetParam(0,"Phi_0",bestphase,M_PI/720.,-0.5*M_PI,2.5*M_PI);
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    cout << "2."<<ii+1<<" Scan param bestxi2_red="<<bestxi2/(double)(tot_npoints_fit-(1+NTRK))<<"  bestphase="
	 <<Angle(bestphase).ToDegree()<<" bestnpts="<<bestnpts<<" bestafact="<<bestafact<< " A= ";  
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    v_phi_0[ii]=bestphase;
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    for(size_t j=0; j<NTRK; j++)  {
      cout << v_amp[j] << " , ";  
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      double Aac=sqrt(v_A[Anum1[ii]][j] * v_A[Anum2[ii]][j]);
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      v_Acx[ii][j]=(useAac?Aac:v_amp[j]);
    }
    cout << endl;
    for(size_t j=0; j<NTRK; j++) {
      char pname[32];
      sprintf(pname,"A%d",(int)(j+1));
      double Aac=sqrt(v_A[Anum1[ii]][j] * v_A[Anum2[ii]][j]);
      double A=(useAac?Aac:v_amp[j]);
      //DBG      cout << "*DBG* j="<<j<<" Aac= "<<Aac<<" v_amp="<<v_amp[j]<<"  A= "<<A<<"  A1="<<v_A[Anum1[ii]][j]<<" A2="<<v_A[Anum2[ii]][j]<<endl;
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      mFit.SetParam(2+3*j,pname,A,A/10.,A/4,A*4);
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      sprintf(pname,"Bre%d",(int)(j+1));
      mFit.SetParam(3+3*j,pname,0.,A/25.,-A/5,A/5.);
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      sprintf(pname,"Bim%d",(int)(j+1));
      mFit.SetParam(4+3*j,pname,0.,A/25.,-A/5,A/5.);
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      mFit.SetFix(3+3*j,0.);
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      mFit.SetFix(4+3*j,0.);
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    }
    //DBG mFit.PrintFit();
    if (_prtlevel_>1)    
      cout << " 3."<<ii+1<<" Performing the fit for CrossCor " << ii << " FxF= " << Anum1[ii]+1<<"x"<<Anum2[ii]+1<<endl;
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    int rcfit = mFit.doFit();
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    v_RcFit_cx[ii]=rcfit;   v_xi2red_cx[ii]=-99999.;
    if (_prtlevel_>1) mFit.PrintFit();
    if(rcfit>0) { 
      v_xi2red_cx[ii]=mFit.GetChi2Red();
      //      cout<< "-------------------------- Result for Cross No " << ii << endl; 
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      cout<< "------ Fit result for Cross No "<<ii+1<<" Reduce_Chisquare = " << mFit.GetChi2Red()
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	  << " nstep="<<mFit.GetNStep() << " rc="<<rcfit<<endl;
    }
    else {
      cout << "---Fit failed for "<<ii<<" Fit_Error, rc = " << rcfit << "  nstep="<<mFit.GetNStep()<<endl;
      ofr <<setw(4)<<ii+1<<" ERROR FIT RC="<<rcfit<<"  nstep="<<mFit.GetNStep()<<endl;
      if (_prtlevel_>0) mFit.PrintFitErr(rcfit);
    }
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    ofr <<setw(4)<<ii+1<<" "<<setw(5)<<rcfit<<setw(8)<<mFit.GetChi2Red()<<" "; 
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    double phi0=mFit.GetParm(0);   double err_phi0=mFit.GetParmErr(0);
    double aphi=mFit.GetParm(1);   double err_aphi=mFit.GetParmErr(1);
    // on calcule la phase ajustee pour la frequence de reference 1300 MHz 
    double phase=gxi2.getPhase4Freq(phi0,aphi,1300.);
    while (phase<0.) phase += 2.*M_PI;
    while (phase>2.*M_PI) phase -= 2.*M_PI;
    cout <<"Phase(@1300MHz)= "<<setw(10)<<Angle(phase).ToDegree()<<"  phi_0= "<<setw(10)
	 <<Angle(phi0).ToDegree()<<" +/- "<<setw(10)<<Angle(err_phi0).ToDegree()<<" deg."
	 <<" a_phi= "<<setw(8)<<Angle(aphi).ToDegree()<<" +/- "<<setw(10)
	 <<Angle(err_aphi).ToDegree()<<" deg/250 MHz"<<endl;
    ofr <<setw(8)<<Angle(phi0).ToDegree()<<" "<<setw(8)<<Angle(err_phi0).ToDegree()<<"  "
	<<setw(8)<<Angle(aphi).ToDegree()<<" "<<setw(8)<<Angle(err_aphi).ToDegree()<<"  ";
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    v_phase[ii]=phase;
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    v_phi_0[ii]=phi0;
    v_err_phi_0[ii]=err_phi0;
    v_a_phi[ii]=aphi;
    v_err_a_phi[ii]=err_aphi;
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    for(size_t j=0; j<NTRK; j++) {
      double Aac=sqrt(v_A[Anum1[ii]][j] * v_A[Anum2[ii]][j]);
      double Ai=(useAac?Aac:v_amp[j]);
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      double A=mFit.GetParm(2+3*j);   double err_A=mFit.GetParmErr(2+3*j);
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      cout << "  Trk["<<j<<"]  A= "<<A<<" +/- "<<err_A<<"  (A/Ai="<<A/Ai<<")"<<endl;
      v_Acx[ii][j]=A;  
      v_Bcx[ii][j]=complex<double>(0.,0.);
      v_err_Acx[ii][j]=err_A; 
      ofr <<setw(8)<<A<<" "<<setw(8)<<err_A<<" "; 
    }
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    ofr << endl; 
762
  }
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  cout << " --- Fitted phases: ";
  for(size_t i=0; i<NB_CXCORS; i++) cout<<setw(6)<<Angle(v_phase[i]).ToDegree()<<" ; ";   cout<<endl;
  double dphi23=v_phase[1]-v_phase[0];   if (dphi23<0.) dphi23+=(2.*M_PI);
  double dphi24=v_phase[2]-v_phase[0];   if (dphi24<0.) dphi24+=(2.*M_PI);
  double dphi34=v_phase[2]-v_phase[1];   if (dphi34<0.) dphi34+=(2.*M_PI);
  cout<<" Cx-2x3: "<<setw(6)<<Angle(dphi23).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[3]).ToDegree()<<endl;
  cout<<" Cx-2x4: "<<setw(6)<<Angle(dphi24).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[4]).ToDegree()<<endl;
  cout<<" Cx-3x4: "<<setw(6)<<Angle(dphi34).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[5]).ToDegree()<<endl;
  ofr<<"# Cx-2x3: "<<setw(6)<<Angle(dphi23).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[3]).ToDegree()<<endl;
  ofr<<"# Cx-2x4: "<<setw(6)<<Angle(dphi24).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[4]).ToDegree()<<endl;
  ofr<<"# Cx-3x4: "<<setw(6)<<Angle(dphi34).ToDegree()<<" ==? "<<setw(6)<<Angle(v_phase[5]).ToDegree()<<endl;
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  fit_cx_done=true;
  acxd_.v_cxbeams=v_cxbeams;
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  acxd_.v_phase=v_phase;
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  acxd_.v_phi_0=v_phi_0;
  acxd_.v_a_phi=v_a_phi;
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  acxd_.v_Acx=v_Acx;
  acxd_.v_Bcx=v_Bcx;
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  return 0;
} 
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int ACxSetFitter::saveExpectedCx(string outcheckfilename)
{
  cout << "ACxSetFitter::saveExpectedCx() saving expected cross-cor (and visi-data) to file "<<outcheckfilename<<endl;
  POutPersist pox(outcheckfilename);
  size_t NB_CXCORS=acxd_.getNbCrossCor();
  size_t NTRK = acxd_.NbTrk();

  char oname[32];

  for(size_t ii=0; ii<NB_CXCORS; ii++) {
    CxBeam cxbeam=v_cxbeams[ii];
796
    MyCxSignal cxsig( acxd_.v_time_data, acxd_.vv_cxdata, acxd_.vv_cxerr, acxd_.v_freqs, 
797 798 799 800 801
		      tks_.v_interp_elev, tks_.v_interp_sazim, cxbeam, ii);
    for(size_t j=0; j<NTRK; j++) {
      TVector< complex<double> >  signal = cxsig.getDataSignal(j);
      sprintf(oname,"cx_%d_%d",(int)ii+1,(int)j+1);
      pox << PPFNameTag(oname)<<signal;
802 803 804
      //DBG      cout << " *DBG* getPhase4Freq() phi0="<<acxd_.v_phi_0[ii]<<" a_phi="<<acxd_.v_a_phi[ii]<<" freq="<<acxd_.v_freqs[j]<<endl;
      double phase=cxsig.getPhase4Freq(acxd_.v_phi_0[ii],acxd_.v_a_phi[ii],acxd_.v_freqs[j]);
      TVector< complex<double> >  expsignal = cxsig.getExpectedSignal(j, phase, v_Acx[ii][j]);
805 806 807 808 809 810 811 812 813 814 815
      sprintf(oname,"simcx_%d_%d",(int)ii+1,(int)j+1);
      pox << PPFNameTag(oname)<<expsignal;
      if (ii==0)  {
	Vector tmvec = cxsig.getTimeVec(j);
	sprintf(oname,"tim_%d",(int)j+1);
	pox << PPFNameTag(oname)<<tmvec;
      }
    }
  }
  return 0;
}  
816 817 818

//------------------------ CxBaselineFitter -------------------------------------
CxBaselineFitter::CxBaselineFitter(vector<AcxDataSet> & v_data, vector<TrackSet> & v_tks)
819 820
  : v_acxd(v_data), v_trks(v_tks), tot_ntrks(0), fit_done(false), simplex_done(false), 
    xi2red(-9.e9), bestfitparam(NULL), err_bestfitparam(NULL)
821 822 823 824 825
{
  if (v_acxd.size() != v_trks.size())
    throw ParmError("CxBaselineFitter::CxBaselineFitter(v_data, v_tks) NOT same size v_data,v_tks ");
  if (v_acxd.size() < 1)
    throw ParmError("CxBaselineFitter::CxBaselineFitter(v_data, v_tks) v_data.size()<1 ");
826
  
827 828 829 830 831
  tot_ntrks=0;
  for(size_t i=0; i<v_acxd.size(); i++) tot_ntrks+=v_acxd[i].NbTrk();
  if (tot_ntrks<1)
    throw ParmError("CxBaselineFitter::CxBaselineFitter(v_data, v_tks) 0 tracks ! tot_ntrks<1 ");

832
  size_t nparam = 5*(v_acxd[0].getNbAutoCor()-1);  // 5 param / antenne , phi0, aphi, dX,dY,dZ
833 834
  bestfitparam = new double[nparam];
  err_bestfitparam = new double[nparam];
835 836

  initFitParams();
837 838
}

839 840 841 842 843
CxBaselineFitter::~CxBaselineFitter()
{
  if (bestfitparam) delete[] bestfitparam;
  if (err_bestfitparam) delete[] err_bestfitparam;
}
844

845 846
void CxBaselineFitter::initFitParams()
{
847
  //DBG  cout << " *DBG* CxBaselineFitter::initFitParams() v_acxd[0].v_phase.size()="<<v_acxd[0].v_phase.size()<<endl;
848 849 850 851
  size_t NB_ANTENNES=v_acxd[0].getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=v_acxd[0].getNbCrossCor();
  if (NB_ANTENNES != 4)
    throw PError("CxBaselineFitter::initFitParams() NB_ANTENNES != 4  Current version works only for 4 antenna");
852 853 854 855
  v_phi_0.resize(v_acxd[0].getNbAutoCor()-1);
  v_err_phi_0.resize(NB_ANTENNES-1);
  v_a_phi.resize(v_acxd[0].getNbAutoCor()-1);
  v_err_a_phi.resize(NB_ANTENNES-1);
856 857 858
  v_baselineshits.resize(NB_ANTENNES-1);
  v_err_baselineshits.resize(NB_ANTENNES-1);
  for(size_t i=0; i<(NB_ANTENNES-1); i++) {
859 860
    v_phi_0[i]=v_acxd[0].v_phi_0[i];   v_err_phi_0[i]=0.;
    v_a_phi[i]=v_acxd[0].v_a_phi[i];   v_err_a_phi[i]=0.;
861 862
    v_baselineshits[i]=Vector3d(0.,0.,0.);
    v_err_baselineshits[i]=Vector3d(0.,0.,0.);
863 864 865 866
    bestfitparam[2*i]=v_phi_0[i];
    err_bestfitparam[2*i]=0.;
    bestfitparam[2*i+1]=v_a_phi[i];
    err_bestfitparam[2*i]=0.;
867 868 869 870
    for(size_t j=0; j<3; j++) {
      bestfitparam[3*(i+1)+j]=err_bestfitparam[3*(i+1)+j]=0.;
    }
  }
871 872
  //DBG  cout << " *DBG* DONE **** CxBaselineFitter::initFitParams()"<<endl;

873 874
}

875
int CxBaselineFitter::dofit(string outfilename, bool fgfixbaseline, bool fgphi0only)
876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891
{
  size_t NB_ANTENNES=v_acxd[0].getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=v_acxd[0].getNbCrossCor();
  cout << "======================================================================================"<<endl;
  cout << "------- CxBaselineFitter::dofit()  Performing baseline/phase fit on the 6 cross-cors "<<" TotNbTracks="<<tot_ntrks<<endl;
  
  ofstream ofr(outfilename.c_str());
  ofr << "####  Fitted phases and baseline-shifts (CxBaselineFitter::dofit() ) "<<endl
      << "## NumAntenna  Phase BaselineShiftX  BaselineShiftY BaselineShiftZ  (Phase in degree, BaselineShift in meter) "<<endl;

  int tot_npoints_fit = 0;
  for(size_t i=0; i<v_acxd.size(); i++)
    for(size_t j=0; j<v_acxd[i].NbTrk(); j++)
      tot_npoints_fit += 2*(v_acxd[i].v_time_data[j].size())*NB_CXCORS;
  cout << " Total number of data points for fit="<< tot_npoints_fit<<endl;
  GeneralFitData gdata(1, tot_npoints_fit);
892
  int npoints2=0;
893 894 895 896 897
  for(size_t i=0; i<v_acxd.size(); i++)
    for(size_t kcx=0; kcx<NB_CXCORS; kcx++) {
      for(size_t j=0; j<v_acxd[i].NbTrk(); j++)  {
	vector< vector< complex<double> > > & v_cxdata = v_acxd[i].vv_cxdata[j];
	vector< vector<double> > & v_cxerr = v_acxd[i].vv_cxerr[j];
898
	for(size_t l=0; l<v_acxd[i].v_time_data[j].size(); l++) {
899
	  gdata.AddData1(v_acxd[i].v_time_data[j][l],v_cxdata[kcx][l].real(),v_cxerr[kcx][l]); // Fill x, y and error on y
900 901
	  gdata.AddData1(v_acxd[i].v_time_data[j][l],v_cxdata[kcx][l].imag(),v_cxerr[kcx][l]); // Fill x, y and error on y
	  npoints2+=2;
902 903 904 905
	}
      }
    }

906 907 908 909
  TkF_6CxXi2B gxi2(v_acxd, v_trks);   // My6CxGenXi2B
  //  GeneralFit mFit(&gxi2);
  TkF_Fitter mFit(gxi2);

910
  mFit.SetData(&gdata);        // connect data to the fitter , here the data is unused - gxi2 includes its data 
911
  mFit.SetMaxStep(3000);
912 913 914 915
  
  // SetParam(int n,double value, double step,double min=1., double max=-1.);
  for(size_t i=0; i<(NB_ANTENNES-1); i++) {
    char pname[32];
916 917 918 919 920 921
    sprintf(pname,"Phi0_%d",(int)(i+2));
    mFit.SetParam(2*i,pname,v_phi_0[i],M_PI/180.,0.,2.5*M_PI);
    sprintf(pname,"a_Phi_%d",(int)(i+2));
    mFit.SetParam(2*i+1,pname,v_a_phi[i],0.1,-15.,15.);
    if (fgphi0only)  mFit.SetFix(2*i+1, 0.);
    v_err_phi_0[i]=0.;  v_err_a_phi[i]=0.;
922
    sprintf(pname,"BaselineShift_X_%d",(int)(i+2));
923
    mFit.SetParam(6+3*i,pname,v_baselineshits[i].X(),0.02,-0.25,0.25);
924
    sprintf(pname,"BaselineShift_Y_%d",(int)(i+2));
925
    mFit.SetParam(7+3*i,pname,v_baselineshits[i].Y(),0.02,-0.25,0.25);
926
    sprintf(pname,"BaselineShift_Z_%d",(int)(i+2));
927
    mFit.SetParam(8+3*i,pname,v_baselineshits[i].Z(),0.02,-0.25,0.25);
928 929
    if (fgfixbaseline) {
      cout << " ... fitting phases only, fixed baselines "<<endl;
930
      mFit.SetFix(6+3*i); mFit.SetFix(7+3*i);  mFit.SetFix(8+3*i);
931
    }
932
  }
933
  cout << " Performing the fit (tot_npoints_fit= "<<tot_npoints_fit<<" ?= (npoints2="<<npoints2<<") ..."<< endl;
934
  rcfit = mFit.doFit();  xi2red=-99999.;
935 936 937
  cout<< "------ Fit result Reduce_Chisquare = " << mFit.GetChi2Red()<< " nstep="<<mFit.GetNStep() << " rc="<<rcfit<<endl;
  mFit.PrintFit();

938 939 940 941 942 943 944
  for(size_t j=0; j<4; j++) 
    for(size_t i=0; i<(NB_ANTENNES-1); i++) {
      bestfitparam[j*3+i]=mFit.GetParmErr(j*3+i);
      err_bestfitparam[j*3+i]=mFit.GetParmErr(j*3+i);
    }

  for(size_t i=0; i<(NB_ANTENNES-1); i++) {
945 946 947 948 949 950 951 952 953 954
    v_phi_0[i]=mFit.GetParm(2*i);      
    v_err_phi_0[i]=mFit.GetParmErr(2*i);
    v_a_phi[i]=mFit.GetParm(2*i+1);      
    v_err_a_phi[i]=mFit.GetParmErr(2*i+1);
    double xs=mFit.GetParm(i*3+6);  
    double exs=mFit.GetParmErr(i*3+6);  
    double ys=mFit.GetParm(i*3+7);  
    double eys=mFit.GetParmErr(i*3+7);  
    double zs=mFit.GetParm(i*3+8);  
    double ezs=mFit.GetParmErr(i*3+8);  
955 956 957 958
    v_baselineshits[i]=Vector3d(xs,ys,zs);
    v_err_baselineshits[i]=Vector3d(exs,eys,ezs);

  }
959 960 961
  fit_done=true;
  return 0;
}
962

963 964 965 966 967 968 969 970 971 972
int CxBaselineFitter::doSimplexMinimize()
{
  size_t NB_ANTENNES=v_acxd[0].getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=v_acxd[0].getNbCrossCor();
  cout << "======================================================================================"<<endl;
  cout << "------- CxBaselineFitter::doSimplexMinimize()  Performing baseline/phase determination using the 6 cross-cors "<<" TotNbTracks="<<tot_ntrks<<endl;

  if (NB_ANTENNES != 4)
    throw PError("CxBaselineFitter::doSimplexMinimize() NB_ANTENNES != 4  Current version works only for 4 antenna");

973
  My6CxMinZFunc mzfunc(v_acxd, v_trks, true); 
974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004
  MinZSimplex simplex(&mzfunc);
  // Guess the center and step for constructing the initial simplex
  size_t nparam = 4*(NB_ANTENNES-1);
  Vector P0(nparam); 
  Vector step(nparam);
  for(size_t i=0; i<(NB_ANTENNES-1); i++) {
    P0(i)=v_acxd[0].v_phase[i];
    step(i)=M_PI/6.;
    for(size_t j=0;j<3;j++) {
      P0((i+1)*3+j)=0.;
      step((i+1)*3+j)=0.05;
    }
  }
  cout << " Initial Point: "<<P0.Transpose()<<endl;
  cout << " Initial Step: "<<step.Transpose()<<endl;
  cout << "  Initial Xi2= " << mzfunc.Value(P0.Data())<<endl;

  simplex.SetInitialPoint(P0);
  simplex.SetInitialStep(step);
  simplex.SetPrtLevel(_prtlevel_);
  Vector oparm(nparam);
  int rc = simplex.Minimize(oparm);
  if (rc != 0) {
    string srt; 
    int sr = simplex.StopReason(srt);
    cout << " Convergence Pb, StopReason= " << sr << " : " << srt << endl;
  }
  else {
    cout << " Converged: NStep= " << simplex.NbIter() << " Best Xi2="<<  mzfunc.Value(oparm.Data()) << endl;
    simplex_done=true;
    for(size_t i=0; i<(NB_ANTENNES-1); i++) {
1005
      v_phi_0[i]=oparm(i);      
1006 1007 1008 1009
      double xs=oparm(i*3+3);  
      double ys=oparm(i*3+4);  
      double zs=oparm(i*3+5);  
      v_baselineshits[i]=Vector3d(xs,ys,zs);
1010
      cout << " ANTENNE["<<i+2<<"] : Phase="<<v_phi_0[i]<<" BaseLineShift="<<v_baselineshits[i]<<endl;
1011 1012 1013 1014 1015 1016
    }
  }

  return 0;
}

1017
int CxBaselineFitter::doCheck()
1018 1019 1020 1021 1022 1023 1024 1025 1026
{
  size_t NB_ANTENNES=v_acxd[0].getNbAutoCor();   // nombre d'antennes 
  size_t NB_CXCORS=v_acxd[0].getNbCrossCor();
  cout << "======================================================================================"<<endl;
  cout << "------- CxBaselineFitter::doCheck()  Performing baseline/phase determination using the 6 cross-cors "<<" TotNbTracks="<<tot_ntrks<<endl;

  if (NB_ANTENNES != 4)
    throw PError("CxBaselineFitter::doCheck() NB_ANTENNES != 4  Current version works only for 4 antenna");

1027
  My6CxMinZFunc mzfunc(v_acxd, v_trks, true);   // true : Pas de aphi ds les tableaux param 
1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078
  mzfunc.SetPrintLevel(_prtlevel_);
  // Guess the center and step for constructing the initial simplex
  size_t nparam = 4*(NB_ANTENNES-1);
  Vector P0(nparam), PC(nparam); 
  Vector step(nparam);
  for(size_t i=0; i<(NB_ANTENNES-1); i++) {
    P0(i)=v_acxd[0].v_phase[i];
    step(i)=M_PI;
    for(size_t j=0;j<3;j++) {
      P0((i+1)*3+j)=0.;
      step((i+1)*3+j)=0.20;
    }
  }
  cout << " ---- Initial Point: "<<P0.Transpose()<<endl;
  cout << "  Initial Xi2= " << mzfunc.Value(P0.Data())<<endl;

  double pstep=M_PI/20.;
  double zstep=0.05;

  double bestxi2=9.e19;
  Vector oparm(nparam);
  size_t cnt=0;

  for(int i1=-1; i1<=1; i1++) {
    PC(0)=P0(0)+(double)i1*pstep;
    for(int i2=-1; i2<=1; i2++) {
      PC(1)=P0(1)+(double)i2*pstep;
      for(int i3=-1; i3<=1; i3++) {
	PC(2)=P0(2)+(double)i3*pstep;
	for(int j1=-1; j1<=1; j1++) {   
	  PC(5)=P0(5)+(double)j1*zstep;
	  for(int j2=-1; j2<=1; j2++) {
	    PC(8)=P0(8)+(double)j2*zstep;
	    for(int j3=-1; j3<=0; j3++) {
	      PC(11)=P0(11)+(double)j3*zstep;
	      double xi2=mzfunc.Value(PC.Data());
	      if (xi2<bestxi2) { bestxi2=xi2;  oparm=PC; }
	      cnt++;
	    }
	  }
	}
      }
    }
  }

  cout << "End of Check-Loop Count= " << cnt << " Best Xi2="<<  mzfunc.Value(oparm.Data()) << " for :"<<endl;
  cout << oparm.Transpose();

  return 0;
}

1079 1080 1081 1082 1083 1084 1085 1086 1087

int CxBaselineFitter::saveExpectedCx(string outcheckfilename)
{
  cout << "CxBaselineFitter::saveExpectedCx() saving expected cross-cor (and visi-data) to file "<<outcheckfilename<<endl;
  POutPersist pox(outcheckfilename);
  size_t NB_CXCORS=v_acxd[0].getNbCrossCor();
  char oname[48];

  My6CxSignalsB  cxsigb(v_acxd, v_trks);
1088 1089
  cxsigb.SetPrintLevel(_prtlevel_);

1090 1091 1092
  for(size_t i=0; i<v_acxd.size(); i++) {
    for(size_t j=0; j<v_acxd[i].NbTrk(); j++) {
      Vector tmvec = cxsigb.getTimeVec(i,j);
1093
      sprintf(oname,"tim_%d_%d",(int)j+1,(int)i+1);
1094 1095 1096
      pox << PPFNameTag(oname)<<tmvec;
      for(size_t kcx=0; kcx<NB_CXCORS; kcx++) {
	TVector< complex<double> >  signal = cxsigb.getDataSignal(i,j,kcx);
1097
	sprintf(oname,"cx_%d_%d_%d",(int)kcx+1,(int)j+1,(int)i+1);
1098 1099
	pox << PPFNameTag(oname)<<signal;
	TVector< complex<double> >  expsignal = cxsigb.getExpectedSignal(i,j,kcx,bestfitparam);
1100
	sprintf(oname,"simcx_%d_%d_%d",(int)kcx+1,(int)j+1,(int)i+1);
1101 1102 1103 1104 1105 1106
	pox << PPFNameTag(oname)<<expsignal;
      }
    }
  }
  return 0;
}