[mmaimcal] Calibration Outline

Steven T. Myers smyers at nrao.edu
Tue Apr 3 23:49:11 EDT 2001


I am in the process of describing the requirements for the ALMA offline
and pipeline software for calibration, an would like to start by outlining
the calibration process.  The following is the first go at doing this.
Input here is welcome, please let me know what Ive got wrong or left out.
Does this seem useful?

  -steve

-- 

ALMA Calibration Outline
Draft 3-Apr-2001  v0.1
S. Myers
--------------------------------------------------------------------------------

Before setting down the offline (and pipeline) requirements for calibration,
it would be a good idea to come up with an outline of the ALMA calibration
process.  It is the goal of this outline to list the various ALMA calibration
operations, and to delineate the possible calibration procedures with either
a set of flow charts or sequences of operations and states.

--------------------------------------------------------------------------------
Online Calibration:
--------------------------------------------------------------------------------
These occur in the on-line system and are applied to control parameters
of the system such that the output of the correlator is a correct
representation of the correlation coefficient.  We will not be concerned
with these here, but list a subset of them for completeness.  To some extent
getting these wrong online will be corrected for in later operations.
--------------------------------------------------------------------------------

Delay 
Pointing
Focus
Level Control
Quantization Corrections

--------------------------------------------------------------------------------
Real Time Calibrations:
--------------------------------------------------------------------------------
These are based on environmental information, monitor data, noise tube 
measurements, calibration vane measurements, WVR measurements and are
meant to be applied to the data stream (though possibly well after the
fact).
--------------------------------------------------------------------------------
      Applies To: (C=continuum S=spectrum Inf=Interferometer TP=total power)
      Inf TP
Code  C S C S   What                     Comes From             Produces
--------------------------------------------------------------------------------

TA    x x x x    Temperature Scale        Noise tubes/vanes      CC -> Ta

WV    x x        Atmospheric Phase        WVR                    Phase-stable

OP    x x x x    Atmospheric Opacity      WVR? FTS? Tip		 Ta -> Ta* (@)

RP    x x        Polarization Cor.        Cal signal?            Orthogonal (@@)

  (@ Probably using parallel tip curve observations taken in a subarray. 
     Timescale would be longer than most of these Real Time corrections)

  (@@ This is if a cal signal is used to correct polarization products in
      real time)

--------------------------------------------------------------------------------
A Priori Calibrations:
--------------------------------------------------------------------------------
These require some previously known calibration information (eg. from
baseline determinations, gain curves) usually not part of
the observations themselves.
--------------------------------------------------------------------------------
      Applies To:
      Inf TP
Code  C S C S   What                     Comes From             Produces
--------------------------------------------------------------------------------
GC    x x x x    Antenna Gain             Eff. vs. Elev.         Normalized gain  

IB    x x        Baseline Correction      Calibration run        Phase-stable

PB    x x x x    Primary Beam             Holography             PB Correct (+)

   (+ incorporated into imaging, includes polarization primary beam)

--------------------------------------------------------------------------------
A Posteriori Calibrations:
--------------------------------------------------------------------------------
These are usually determined from the data itself or calibrations taken
along with the data, and usually require a-priori calibration of the
data before determination.  Some of these (bandpass, leakage) could be
done as a-priori if they were sufficiently stable.
--------------------------------------------------------------------------------
      Applies To:
      Inf TP
Code  C S C S   What                     Comes From             Produces
--------------------------------------------------------------------------------
FL    x x x x    Flux Scale               Source Calibration(&)  Flux Density

GA    x x        Interferometer Gain      Phase&Amp Referencing  Phase Coherence

BP      x   x    Bandpass                 Bright Source          Flat bandpass

PD    x x        Pol. Phase Difference    Pol. Cal. Source       Orthogonal (*)

PL    x x x x    Polarization Leakage     Pol. Cal. Source       Stokes (**)

   (& or conversion from Tant to Flux using aperture efficiency, as is
      standard in VLBI)

   (* eg. R/L phase diff for circular. In single dish case applied online.)

   (** after conversion from polarization products to Stokes parameters)


--------------------------------------------------------------------------------
Calibration States:
--------------------------------------------------------------------------------

The data can be considered to be in one of a number of "calibration states" at
a given time, depending on what has been applied to that point.  The order in
which some of these are applies in not critical (eg. RW can be applied after
RT, you might be able to skip temperature and go directly to flux if the 
system were stable enough).  The following is a possible flow of states
during the calibration procedure:

  State	    Units			Input	   Apply	Notes
--------------------------------------------------------------------------------
Raw	    Correlation coefficient	raw	   only online  short integ
RawGain	    Correlation coefficient	Raw	   WV		longer integ
RawTemp	    Antenna Temperature (Ta)	RawGain	   TA		
NorTemp	    Antenna Temperature (Ta*)	RawTemp	   OP
RawFlux     Flux density (PolProd)      NorTemp    FL
NorFlux     Flux density                RawFlux    GA
NorGain     Flux density                NorFlux    GC
NorPol      Flux density (Stokes)	NorGain    PD,PL	for poln data
NorSpec     Flux density                NorPol     BP		for spectral line
				     or NorFlux

We can write these in operator notation, starting from Raw data or an
intermediate state:

NorTemp = TA*WV
NorFlux = GA*FL*NorTemp = GA*FL*TA*WV

Some alternative formulations:

Spectra in K.km/s: TemSpec = BP*GC*GA*NorTemp

One could make a set of flow charts, but I think the operator notation works
pretty well.  These in some sense correspond to matrices in the measurement
equation, for example.  If you think of the input streams of LTA output
(frequency channels x bands x polarization products), these are preserved
by the operations (scaling) until application of PD/PL, which mix the products
into Stokes (a rotation).

-------------------------------------------------------------------------
|:| Steven T. Myers                      |:|  Associate Scientist      |:|
|:| National Radio Astronomy Observatory |:|                           |:|
|:| P.O. Box O                           |:|  1003 Lopezville Rd.      |:|
|:| Socorro, NM 87801                    |:|  Ph:  (505) 835-7294      |:|
|:| smyers at nrao.edu                      |:|  FAX: (505) 835-7027      |:|
|:| http://www.aoc.nrao.edu/~smyers      |:|                           |:|
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