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  • Star CountsM.LamptonSept 2002Updated Sept 2003

  • MotivationCan SNAP guide itself satisfactorily?Are there enough guide stars?bright enough for low photon shot noisenumerous enough so that a reasonable size guider field is 99.99+% certain to get a star

  • Two things cause pointing errors...STATE VECTORs/c attitudeControllercommands dataEnvironment: orbit, Sun, Earth, stars....DynamicsDisturbancesCoarse star trackersCoarse sun sensorsCoarse/fine gyrosfocal plane guiderCassegrain guidersensor noiseWheelsJetsTorquersWhat is the disturbance torque spectrum?What are the various sensor noise spectra?What is the closed-loop response?

  • Previous Work:Secroun et al Experimental Astron. v.12#2 2001Calculated the expected sensor position errors vs magnitude and integration timecentroiding: 2x2, 3x3, 4x4 pixel groupsCalculated the Poisson statistics for nominal mean star densities (13
  • Big Picture

  • SDSS Early Data Release: 462 sqdeghttp://archive.stsci.edu/sdss/edr_main.html

  • Aldering Region in GSC 2.2RA=244.0, dec=+55.0DeltaRA=8.75deg, DeltaDec=1.5degon sky: 5.0 deg x 1.5 deg = 7.5sqdegGSC 2.2, DPOSS IIR F band=IIIaF+RG610= 0.65umhttp://www-gsss.stsci.edu/support/data_access.htm15512 objectsall non-stars, Kodak objects etc rejected

  • Integral star counts at mid-galactic-latitudesAldering Region at (l,b)=(85,+44)

    Chart4

    1.641.541.91.481.971.91.71.71.413131.591.93

    1.981.882.261.932.32.222.11.714141.952.3

    2.312.22.432.242.542.52.32.321.731.652.22.59

    2.612.482.652.462.792.82.62.72.32.232.162.462.85

    2.842.752.932.733.033.12.82.92.42.592.522.773.07

    3.142.993.062.953.253.43.13.12.72.882.76183.31

    3.43.23.223.143.453.73.33.32.853.12.931919

    Allen +40 B

    Allen +50 B

    B&S -46 V

    B&S -51 V

    GEMINI +45 R

    M&S +40 B

    M&S +50 B

    EDD +30 V

    EDD +60 V

    SDSS +60 g*

    SDSS -60 g*

    Basel +41 G

    GSC2.2 +44 R

    magnitudes

    log stars/sqdeg

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    LOG INTEGRAL STAR COUNTS from various references: Galactic latitudes 30 to 60 deg

    C.W.AllenC.W.AllenB & S 1984B & S 1984GEMINI 1995M&S 1997M&S 1997EDDINGTONEDDINGTONSDSS+60SDSS-60Basel M13GSC2.2

    Glatit40504651454050306060604144

    Vmag/Lam0.450.450.550.550.650.450.450.550.550.50.50.50.65

    131.641.541.901.481.971.901.701.71.41.591.93

    141.981.882.261.932.302.202.002.11.71.952.3

    152.312.202.432.242.542.502.302.321.731.652.22.59

    162.612.482.652.462.792.802.602.72.32.232.162.462.85

    172.842.752.932.733.033.102.802.92.42.592.522.773.07

    183.142.993.062.953.253.403.103.12.72.882.763.31

    193.403.203.223.143.453.703.303.32.853.12.93

    REFERENCES

    B&S: Bahcall & Soneira, ApJSupp v.55 67-99 1984

    Allen: C.W.Allen "Astrophysical Quantities" Third edition 1973 p.243

    Basel: Bahcall et al, Ap.J. v.299 p.616-632, 1985

    SLOAN: Newberg Richards Richmond & Fan, "Catalog of four color photometry..." preprint 2002

    SLOAN: Chen et al, ApJ v.553, pp.184-197, 2001

    EDD: http://star-www.st-and.ac.uk "EDDINGTON Cumulative Star Counts"

    M&S: O.Yu.Malkov & O.M.Smirnov, "Testing the Galaxy Model with GSC" ADASS III ASP Conf. v.61 1994

    GEMINI: http://www.shef.ac.uk/cgi-bin-cgiwrap/phys/compstars.ps Doug Simms Aug 1995 "Longitudinally Averaged Cumulative Star Counts"

    GSC2.2: http://www-gsss.stsci.edu/support/data_access.htm

    GSC2.2 Catalog: http://www-gsss.stsci.edu/support/data_access.htm

    Sheet1

    Allen +40 B

    Allen +50 B

    B&S -46 V

    B&S -51 V

    GEMINI +45 R

    M&S +40 B

    M&S +50 B

    EDD +30 V

    EDD +60 V

    SDSS +60 g*

    SDSS -60 g*

    Basel +41 G

    GSC2.2 +55 R

    magnitudes

    log stars/sqdeg

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    Allen +40 B

    Allen +50 B

    B&S -46 V

    B&S -51 V

    GEMINI +45 R

    M&S +40 B

    M&S +50 B

    EDD +30 V

    EDD +60 V

    SDSS +60 g*

    SDSS -60 g*

    Basel +41 G

    GSC2.2 +44 R

    magnitudes

    log stars/sqdeg

    Sheet3

  • References to star countsB&S: Bahcall & Soneira, Ap.J.Supp. v.55, 67-99 1984Allen: C.W.Allen "Astrophysical Quantities" Third edition 1973 p.243Basel: Bahcall et al, Ap.J. v.299 p.616-632, 1985SDSS: Newberg Richards Richmond & Fan, "Catalog of four color photometry... 2002 see also... Chen et al, ApJ v.553, pp.184-197, 2001EDD: http://star-www.st-and.ac.uk "EDDINGTON Cumulative Star Counts"M&S: O.Yu.Malkov & O.M.Smirnov, "Testing the Galaxy Model with GSC" ADASS III ASP Conf. v.61 1994.GEMINI: http://www.shef.ac.uk/cgi-bin-cgiwrap/phys/compstars.ps Doug Simms Aug 1995 "Longitudinally Averaged Cumulative Star Counts"

    GSC2.2: http://www-gsss.stsci.edu/support/data_access.htm

  • Analysis of region using box=0.05degreesThis is 180x180Slightly smaller than Secrouns 200x200

  • 100000 random guider locations in Aldering regionSquare guider box size 0.05, 0.10, 0.15 degHistograms of brightest star within guide box

  • What does this mean?at 30 frames/sec...

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    GUIDER WORKSHEET EXAMPLES

    ASSUMPTIONS

    Video guider CCD frame rate30frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda150nm

    Telescope aperture2meters

    Telescope efficiency0.7

    RESULTS FOR THREE CASES...Good fieldPoor fieldTerrible field

    brightest star, R mag131618

    photon flux/m2 sec nm631.039.86.3

    photoelectrons/frame6934.2437.569.3

    RMS jitter, in pixels, one frame0.0070.0730.437

    White noise bandwidth, Hz15.00015.00015.000

    RMS jitter, in pixels, per root Hz0.0020.0190.113

    1-D RMS jitter, 1Hz BW, milli arcsec0.1911.87511.278

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    MBD0001CD57.xls

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    GUIDER WORKSHEET EXAMPLE

    ASSUMPTIONS

    Video guider CCD frame rate30frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda150nm

    Telescope aperture2meters

    Telescope efficiency0.7

    Guider pixels per chip1024x1024pixels

    Number of guider chips4

    Sky area for guide stars200x200arcseconds

    RESULTS FOR TWO CASES...Typical fieldPoor field

    brightest star, V mag1316

    Percentile among all fields analyzed50%95%

    photon flux/m2 sec nm631.039.8

    photoelectrons/frame6934.2437.5

    RMS jitter, in pixels, one frame0.0070.073

    White noise bandwidth, Hz15.00015.000

    RMS jitter, in pixels, per root Hz0.0020.019

    1-D RMS jitter, 1Hz BW, milli arcsec0.1911.875

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  • ...or at 3 frames/sec...

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    GUIDER WORKSHEET EXAMPLES

    ASSUMPTIONS

    Video guider CCD frame rate3frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda150nm

    Telescope aperture2meters

    Telescope efficiency0.7

    RESULTS FOR THREE CASES...Good fieldPoor fieldTerrible field

    brightest star, R mag131618

    photon flux/m2 sec nm631.039.86.3

    photoelectrons/frame69342.24375.2693.4

    RMS jitter, in pixels, one frame0.0020.0100.047

    White noise bandwidth, Hz1.5001.5001.500

    RMS jitter, in pixels, per root Hz0.0020.0080.039

    1-D RMS jitter, 1Hz BW, milli arcsec0.1590.8333.858

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    MBD0001CD57.xls

    Sheet1

    GUIDER WORKSHEET EXAMPLE

    ASSUMPTIONS

    Video guider CCD frame rate30frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda150nm

    Telescope aperture2meters

    Telescope efficiency0.7

    Guider pixels per chip1024x1024pixels

    Number of guider chips4

    Sky area for guide stars200x200arcseconds

    RESULTS FOR TWO CASES...Typical fieldPoor field

    brightest star, V mag1316

    Percentile among all fields analyzed50%95%

    photon flux/m2 sec nm631.039.8

    photoelectrons/frame6934.2437.5

    RMS jitter, in pixels, one frame0.0070.073

    White noise bandwidth, Hz15.00015.000

    RMS jitter, in pixels, per root Hz0.0020.019

    1-D RMS jitter, 1Hz BW, milli arcsec0.1911.875

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  • ...or at 10 frames/sec and grasp=360nm...

    Sheet1

    Sheet2

    GUIDER WORKSHEET EXAMPLES

    ASSUMPTIONS

    Video guider CCD frame rate10frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda360nm

    Telescope aperture2meters

    Telescope efficiency0.7

    RESULTS FOR THREE CASES...Good fieldPoor fieldTerrible field

    brightest star, R mag131618

    photon flux/m2 sec nm631.039.86.3

    photoelectrons/frame49926.43150.1499.3

    RMS jitter, in pixels, one frame0.0020.0130.064

    White noise bandwidth, Hz5.0005.0005.000

    RMS jitter, in pixels, per root Hz0.0010.0060.029

    1-D RMS jitter, 1Hz BW, milli arcsec0.1040.5832.868

    Sheet3

    MBD0001CD57.xls

    Sheet1

    GUIDER WORKSHEET EXAMPLE

    ASSUMPTIONS

    Video guider CCD frame rate30frames/sec

    Guider pixel size100milli arcsec

    Guider read noise30e RMS

    Integral QE * dLambda150nm

    Telescope aperture2meters

    Telescope efficiency0.7

    Guider pixels per chip1024x1024pixels

    Number of guider chips4

    Sky area for guide stars200x200arcseconds

    RESULTS FOR TWO CASES...Typical fieldPoor field

    brightest star, V mag1316

    Percentile among all fields analyzed50%95%

    photon flux/m2 sec nm631.039.8

    photoelectrons/frame6934.2437.5

    RMS jitter, in pixels, one frame0.0070.073

    White noise bandwidth, Hz15.00015.000

    RMS jitter, in pixels, per root Hz0.0020.019

    1-D RMS jitter, 1Hz BW, milli arcsec0.1911.875

    Sheet2

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  • Typical CCD QE curvesFront illuminated CCDs:typical QE ~ 30%typical BW ~ 400nmtypical QE*BW ~100 to 200nm

  • Kodak KAF-3200MEfront illuminated, 2184 x 1472ITO gates not polysiliconLensletsQE * BW = 300 nm

  • ConclusionsIf we insist on full video rate 30fps:4 guider chips 1K x 1K is NOT sufficient16 guider chips 1K x 1K is OKIf we can make do with 10fps:4 guider chips 1K x 1K is marginal4 guider chips 1K x 1K with higher QE is OKSample rate requirements depend on disturbance spectrum and behavior of optimized Kalman filterACS dynamic model is needed!SDSS map with u-g-r-i-z would allow better SNR calcNeed to validate the Secroun centroid SNR estimate

  • Future WorkGSC 2.2 contains some duplicate objectsoverestimates log(N) curvedoes not affect Monte Carlo calcGSC has poor accuracy -- roughly 0.4 mag RMSbias could invalidate our predictionsWe will probably have *two* guiders: focal plane and cass focusrequire a guide star in FP guider *and* in CF guiderwould convert 99% into 98% success rateno impact if we are 100% coveredWe have non-Aldering fields! Weak Lensing, cal stars....Dont we want to be able to guide *anywhere* on the sky? even NGP?guiding affects PSF -- WL work demands tight guidingUse todays SDSS on NGP region; try mowing some stripesEnlarge SDSS to Aldering region

  • Guider CCDs located within GigaCamGuider CCDs located within rear metering structure, on optical axis

  • Guider thermal structure creep?Cass guider corrects for s/c pointing, primary and secondary motions, but not small motions of folding flat, tertiary, or GigaCamAssume 1 degC peak-peak over 3 day orbit, coffin and GigaCamdT/dt = 1E-5 degC/sec, or 0.01 degC over a 1000 second exposureCoffin material is CFRP + cyanate ester; CTE=1ppm/degCassume dryout is complete after first month on orbitGigaCam foundation plate is molybdenum: CTE=5.4 ppm/degCCreep within GigaCam baseplate
  • Additional Suggestions, 20 Sept 2002Medium format CCDs might be agile: able to quickly dump 99% of a field, and read a selected 1% region *slowly* with excellent SNR. Rockwell HiVISI addressable CMOS chip?Medium format scientific LBL CCDs could have excellent QE*BW products! We should use them, if staff permits. Of course we need a blind storage area to eliminate the need for a shutter. Could run at low pixel rate since only a few rows would have to be read out repeatedly; dump the other rows: 2K x 5rows x 10fps = 100kHz. We would also need a full frame search mode to perform initial localization, probably with a much higher pixel rate. Although we clearly benefit from having a large available chip area, any one given field will need only one CCD running -- dont need 16 full field CCDs running in parallel. We can switch to a different CCD and a different row group when we move to each new field of stars.

  • Additional Suggestions, continuedBad columns could seriously spoil the linearity with which a star centroid is recovered, hence radiation damage might cripple a fraction of the guider area. Best to have plenty of extra sky field available on board for tracking so that we can always pick a good guide star located in a functional CCD column. Guider (x,y) centroids control two axes, but how about the third (roll) axis? Dont we need a really good roll guider as well? Would a Ball Aerospace CT-602 serve? Do we need diametrically opposite guide stars in our focal plane?Algorithm for the centroid must be robust against CR hits; perhaps confine centroid calc range to 2x2 or 3x3 pixels and perform sanity trend check of each result.