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DTIC ADA430883: MightySat II.1 Hyperspectral Imager: Summary of On-Orbit Performance PDF

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Invited Paper MightySat II.1 hyperspectral imager: summary of on-orbit performance 2Lt SummerYarbrough,Thomas Caudill,Maj Eric Kouba,1Lt Victor Osweiler, 1Lt James Arnold,2Lt Rojan Quarles, andJim Russella AirForceResearch Laboratory/VSSS KirtlandAirForce Base,NM 87117 (505)846-7533, FAX(505)846-7510 acurrentlywithBall Aerospaceand TechnologyCorporation L.JohnOtten,B.Al Jones,AnaEdwards,JoshuaLane,AndrewMeigsb Kestrel Corporation 3815OsunaRdNE Albuquerque,NM 87109 (505)345-2327, FAX(505)345-2649 bcurrentlywithRioGrandeMedical Technologies Ronald LockwoodandPeteArmstrong AirForceResearch Laboratory/VSBT Hanscom Air ForceBase,MA01731 (781)377-7380, FAX(781)377-8900 (AuthorContact: [email protected]) Keywords:Hyperspectralimager,spacebasedimager ABSTRACT The primary payload on a small-satellite, the Air Force Research Laboratory’s MightySat II.1, is a spatially modulated Fourier TransformHyperspectral Imager (FTHSI) designed for terrain classification. The heart of this instrument is a solid block Sagnac interferometer with 85cm-1 spectral resolution over the 475nm to 1050nm wavelength range and 30m spatial resolution. Coupled with this hyperspectral imager is a Quad-C40 card, used for on-orbit processing. The satellite was launchedon19July2000intoa575km,97.8degreeinclination,sun-synchronousorbit. The hyperspectralimager collected its first data set on 1 August 2000. To the best of our knowledge, the MightySat II.1 sensor is the first true hyperspectral earth-viewing imager to be successfully operated in space. The paper will describe the satellite and instrument, pre-launch calibration results, on-orbit performance, and the calibration process used to characterize the sensor. We will also present dataontheprojectedlifetimeofthesensoralongwithsamplesofthetypesofdatabeingcollected. 1. BACKGROUND:WHYHYPERSPECTRALINSPACE Imageryfromspacehasbeenlimitedtoblackandwhitehighresolutionandmultispectralimagery. Blackandwhiteimagery cannotdifferentiatebetweentypesofvegetationorroadmaterials. Multispectralimagerycandifferentiatetheseobjects, but at a limited number of bands. To enhance the multispectral capability additional spectral bands need to be imaged. Hyperspectralimageryexpandsthenumberofspectralbandsthatarecollected. Previously, hyperspectral imagers have been mounted in light aircraft. These imagers are limited by flying conditions and airspaceboundaries(i.e.nationalbordersandrestrictedflightareas). Whentheimagerisspace-based,however,theairspace Imaging Spectrometry VII, Michael R. Descour, Sylvia S. Shen, Editors, 186 Proceedings of SPIE Vol. 4480 (2002) © 2002 SPIE · 0277-786X/02/$15.00 Report Documentation Page Form Approved OMB No. 0704-0188 Public reporting burden for the collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden, to Washington Headquarters Services, Directorate for Information Operations and Reports, 1215 Jefferson Davis Highway, Suite 1204, Arlington VA 22202-4302. Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to a penalty for failing to comply with a collection of information if it does not display a currently valid OMB control number. 1. REPORT DATE 3. DATES COVERED 2002 2. REPORT TYPE - 4. TITLE AND SUBTITLE 5a. CONTRACT NUMBER MightySat II.1 hyperspectral imager: summary of on-orbit performance 5b. GRANT NUMBER 5c. PROGRAM ELEMENT NUMBER 6. AUTHOR(S) 5d. PROJECT NUMBER Summer Yarbrough; Thomas Caudill; Eric Kouba; Victor Osweiler; 5e. TASK NUMBER James Arnold 5f. WORK UNIT NUMBER 7. PERFORMING ORGANIZATION NAME(S) AND ADDRESS(ES) 8. PERFORMING ORGANIZATION Air Force Research Laboratory/VS,3550 Aberdeen Ave SE,Kirtland REPORT NUMBER AFB,NM,87117-5776 9. SPONSORING/MONITORING AGENCY NAME(S) AND ADDRESS(ES) 10. SPONSOR/MONITOR’S ACRONYM(S) 11. SPONSOR/MONITOR’S REPORT NUMBER(S) 12. DISTRIBUTION/AVAILABILITY STATEMENT Approved for public release; distribution unlimited 13. SUPPLEMENTARY NOTES The original document contains color images. 14. ABSTRACT The primary payload on a small-satellite, the Air Force Research Laboratory’s MightySat II.1, is a spatially modulated Fourier Transform Hyperspectral Imager (FTHSI) designed for terrain classification. The heart of this instrument is a solid block Sagnac interferometer with 85cm-1 spectral resolution over the 475nm to 1050nm wavelength range and 30m spatial resolution. Coupled with this hyperspectral imager is a Quad-C40 card, used for on-orbit processing. The satellite was launched on 19 Jul 2000 into a 575km, 97.8 degree inclination, sun-synchronous orbit. The hyperspectral imager collected its first data set on 1 Aug 2000. To the best of our knowledge, the MightSat II.1 sensor is the first true hyperspectral earth-viewing imager to be successfully operated in space. The paper will describe the satellite and instrument, pre-launch calibration results, on-orbit performance, and the calibration process used to characterize the sensor. We will also present data on the projected lifetime of the sensor along with samples of the types of data being collected. 15. SUBJECT TERMS 16. SECURITY CLASSIFICATION OF: 17. LIMITATION OF 18. NUMBER 19a. NAME OF ABSTRACT OF PAGES RESPONSIBLE PERSON a. REPORT b. ABSTRACT c. THIS PAGE 13 unclassified unclassified unclassified Standard Form 298 (Rev. 8-98) Prescribed by ANSI Std Z39-18 boundary issues are eliminated. Space-based imagers can be affected by earth weather conditions and the satellite’s orbit, however,theseeffectscanbeminimizedwithknowledgeoftheorbitandweatherreports. The benefits of spaceborne hyperspectral imagery are numerous. The creation of spectral signature libraries can provide a wealth of more specific global terrain data for agriculture, meteorology, rain forest management, geology, and urban population studies. Seasonal weather conditions, biomass and insect infestation, mineral data, housing density, as well as objectrecognitionareusefultoboththemilitaryandcivilianscientificcommunities. 2. MIGHTYSATII.1:BIGBANG,SMALLBUCKS The MightySat mission is to provide a tailorable, affordable method to rapidly demonstrate the Air Force Research Lab’s high payoff, enabling space technologies.1 The total cost of the MightySat II.1 satellite program was $38 million. The Fourier TransformHyperspectralImager construction, testing, and integrationaccounts for $6 millionofthe total cost. The adaptabilityofthe satellite isseeninthe amountand varietyofexperiments. Ten experiments are on board MightySat II.1, consisting of Experimental Bus Components and Stand-Alone Experiments. There are five Experimental Bus Components from solar array structures to the transponder. All of these components were unproven hardware. Two of the five Stand- Alone Experiments are used in the collection of the hyperspectral image. The Fourier Transform Hyperspectral Imager (FTHSI)istheprimarypayload,andtheQuad-C40(QC40)isutilizedforon-boardprocessing. MightySatII.1buswasdesignedbySpectrumAstroIncorporatedtobeuniversalandadaptabletofitvariouspayloads. The 266-poundsatellitewaslaunchedat2:09PMMDTon19July2000fromVandenbergAFB,California.2 Thelaunchvehicle was the Minotaur 2, the DoD-developed Orbital/Suborbital Program’s second launch vehicle. MightySat II.1 was inserted intoasun-synchronousorbitat575kmand97.8degreeinclination. 3. PAYLOADDESIGN Two components form the FTHSI payload. The hyperspectral instrument (HSI) is the imager, and the hyperspectral instrumentinterface card (HII) allowsthe user to control the amount and parameters of the data collected. More discussion oftheHSIandHIIcardwillfollowinlatersections. Inadditiontothepayload,FTHSIusestwootherVersaModuleEuropa (VME)boardstocompletetheelectricalsystemoftheinstrument:thesolid-statememorycardandtheprocessorboard. SpectrumAstro, Inc builtthe solid-state memory(SSM) card. The SSM contains 256 MB of RAM dedicated to FTHSI for data storage.1 Data is written to the SSM and read out using normal VME protocols. This storage area is used for raw FTHSIdata. TheSSM wasexpectedtolose4MBofmemoryper monthduetothe spaceenvironment. Todate there isno evidencethatanymemoryhasbeenirreversiblycorrupted. TheprocessorboardistheQC40andiscomposedoffourTMS320C40DSPchips.1 TheQC40wasoriginallydesignedasan experiment to demonstrate the operation of the radiation hardened C40 chips and “smart-sensor” capabilities. The board is configuredasatwo-slot,twoboardpackageandutilizesfourtantalumshieldedC40processors.1 Thefirstboardcontainsthe C40andassociatedmemory,whilethesecondcardistheauxiliaryinterfacecard(QIB). TheQIBallowscameraimageryto be routed directly from the camera to the processors. Each tile of the focal plane is hard wired to one processor, there are four tiles and four processors. FTHSI planned to use the QC40 to do post-collection image processing and some real-time imagerycollectionandprocessing. 4. IMAGERCHARACTERISTICS FTHSIisaspatiallymodulatedFouriertransformbasedinstrumentthatencodeswavelengththroughaninterferometer. The sensorisoperatedinapushbroommode,whichprovidesindividual1Dframesconsistingof1by1024spatialelementstrips. Whentransformed these framesare collated into a contiguousswath with spatialdimensions up to n lines by1024 samples. Once reassembled the pushbroom image consisting of x and y dimensions (comprising the spatial image) also possesses a third dimension, z, that contains the spectral data information; approximately 142 discrete spectral bands from 475 nm to 1050nm. TheinterferogramsareproducedbyamonolithicSagnacinterferometer.3,4 Thesceneisobservedthroughasetofforeoptics thatimagesthesceneontoafieldstop. Theone-dimensionalimageisthenpassedthroughtheinterferometer wheretherays Proc. SPIE Vol. 4480 187 are split, slightly sheared, and recombined to create an interference pattern in one dimension. From the interferometer, a Fourier lens collimates the light and a cylindrical lens images the energy onto the detector, preserving the one by n spatial dimensionandtheinterferencepattern. Acut-offfilterandCCDsensitivitypreventinterferencefromwavelengthsoutsideof thespectralrangeofinterest.3 The purpose of the hyperspectral instrument is to demonstrate the utility of a Fourier transform imaging spectrometer operatinginaspaceenvironment. Thedesignwasoptimizedfor measuringvegetationinthe visibletonearinfrared(600to 900nm)forterraincategorizationpurposes. Table1showsthedesignandactualpayloadcharacteristics. Table1:FTHSIdesignandactualon-orbitcharacteristics. PayloadCharacteristics Design Actual SpectralRange 500-1050nm 475-1050nm SpectralResolution/Accuracy 97cm-1/0.5cm-1 84.4cm-1/0.1cm-1 NumberofUsefulBands 146 146 FieldofView(FOV) 3degrees 3degrees IFOV 0.0058degreesor0.0029degrees 0.0058degreesor0.0029degrees SwathWidthat500kmAltitude 6.5kmto26km 7.5kmto30km SwathLength 10kmto20.25km(nominal) 10kmto15.3km(nominal) GSD 30m 30m Pointing(Control/Knowledge) 0.15degrees/0.15degrees 0.15degrees/0.15degrees SpatialCoverageTechnique Pushbroom Pushbroom PayloadWeight 33kg 20.45kg PowerRequirement(Peak/Steady) 66watts/60watts 55watts/47watts PayloadVolume 17,045cubiccm 17,043cubiccm RMSRadiometricCalibrationAccuracy 20% 10-15% LifeSpan 90days >2years 5.IMAGERDESIGN Theopticalsystemiscomposedofatelescopeandare-imagingsystem4(Figure1). Thetelescopeisa165mmclearaperture Ritchey-Cretiendesign.3 ThesystemhasanF/#of3.4inthespatialdimensionandanF/# of5.3 inthe spectraldimension.2 Alignment of the lenses and interferometer in the system is maintained by using a solid-block interferometer. This design uses no moving parts and helps to avoid alignment shifts during launch. The interferometer is composed of two glass elementsthatarebothonehalfofthebeamsplitterandmirror. Theseglasspiecesarebondedtogetherandthenmountedinto an aluminum housing. The pieces and housing are bolted together and then bolted to an aluminum base, resulting in the abilitytoholdverytighttolerances. Camera Telescope LensAssembly Interferometer Figure1:ExplodedviewoftheFourierTransformHyperspectralInstrumenton-boardMightySatII.1. 188 Proc. SPIE Vol. 4480 Inordertoavoidvacuumqualifyingthecamera,thecameraishousedinsideofasealedcompartmentandtheopticalsystem is vented locallyto vacuumconditions. The final lens in the system seals the camera compartment. A commercial Silicon MountainDesign(Kodak)1M60-20 camera based ona 1024 x1024 frame-transfer detector builtbyThomson(7887A) was modifiedbyKestrelforthisapplication.3 Theimageriscomposedoffourtiles(AtoD)eachwith256 x1024pixels. Each tile hasitsownamplifier and RS422 digitaloutputdriver, butshare clockdriversand power supplyelectronics and was not hardenedforspaceapplications. Usingthisconfiguration,thedatastreamisa48-bitwordat10or20MHzdependingonthe binningmode. Dataratesfrom7.5framespersecondto110framespersecond,variousbinningcombinations,cameragains, 8 or 12 bit depths, and tile combinations can be used depending on the imaging requirements. This allows for the spectral and spatial resolution and camera performance to be varied electronically. To protect the camera from radiation effects in space,thehousingwallsweremade0.95cmthick.3 6.LIFETIMESTATISTICS TheopticalsystemwasdesignedtomeetthesystemrequirementsinTable1,inthermalconditionsof–20to+20degreesC, with the temperature band being determined bychanges in the index of refraction of the various refractive materials.5 This temperature range is maintained through a cold biased design that uses thermal isolation, blankets, and heaters. Thermal vacuum testing and on-orbit results have verified the abilityto maintain the temperature range. Figure 2 shows the value of threeFTHSItemperaturesensorsduringthecollectssincelaunch. 2 1 0 -1 HSICT(avg) -2 HSIIT(avg) HSITT(avg) -3 -4 -5 -6 7/18 8/12 9/6 10/1 10/26 11/20 12/15 1/9 2/3 2/28 3/25 4/19 5/14 6/8 7/3 7/28 Date Figure2:FTHSIimagingtemperaturessincelaunch(asof2July2001). Thetemperaturesensorsarelocatedonornearthetelescope (HSITT), interferometer (HSIIT),and the camera (HSICT). All images have been taken within –5o and 2oC, which is well within the nominal operating range. The gradual decrease in temperature continues at this slow rate until the heaters are triggered. Heater vents are programmed to open when the temperaturesreachapproximately-5oC. Thelargetemperaturevariationsthatoccurinthebeginningofthemissionareduetoattitudechangesofthesatelliteduringa spacecraft anomaly. The central processing unit (CPU) experienced a gradual increase in the time it took to finish tasks duringthe beginningofthe mission. The cause of the anomaly was found in a small section of code and has been fixed on boardthesatellite. Beforetheanomalywasfixed,aVMEresetofthe satellite wasrequiredtoeliminateanytasksthat were notresponding. WhenexecutingaVMEresetthesatellitewasorientedsothesolararrayswouldpointatthesun(SunPoint Mode),andpowertothepayloadswasturnedoff. InthisconfigurationthetemperatureofFTHSIdecreaseduntilthepayload Proc. SPIE Vol. 4480 189 power wasturned onand the low temperatures activated the HSI heaters. The heaters increased the FTHSI temperatures to abovezeroandthendeactivated. Since the camera is not qualified for vacuum conditions, the pressure in the compartment must be monitored. The compartmentwasfilledwithdrynitrogengastoapproximately110kPapriortolaunch. Thedigitalpressuresensorhasrange of0to103kPa. Figure3detailsthehighandlow-pressurereadingsatthetimeofeachcollect. Oncethepressurefallsbelow 690kPa,capacitorsintheopticalsystemshouldfail. Priortolaunch,itwasexpectedthatthepressure wouldbeapproaching zerowithin12monthsafterlaunch. Fromthetrendsinthecamerapressuredata,thecriticalpressure willnotbereachedfor another12years. Therefore,thesatellitewillre-entertheatmospherebeforethecriticalpressureisreached. 1 1 4 1 1 2 1 1 0 1 0 8 1 0 6 1 0 4 1 0 2 1 0 0 7 /2 8 8 /2 2 9 /1 6 1 0 /1 1 1 1 /5 1 1 /3 0 1 2 /2 5 1 /1 9 2 /1 3 3 /1 0 4 /4 4 /2 9 5 /2 4 6 /1 8 D a y M in im u m R e a d in g M a xim u m R e a d in g Figure3:FTHSIcamerapressuresincelaunch(asof2July2001). 7.SENSORCALIBRATION CalibrationoftheFTHSI wasoriginallygoingto be accomplished usingtwo techniques. The first used a pair offiber optic feedsthatdirectsunlightontotheedgesofthedetectoratthetimeofeachcollect. AttheoutsideedgesoftilesAandD,ten pixels are dedicated to calibration. The tile D edge fiber feed contains an Erbium dope with known spectral absorption values. Thisstrip would thenbe compared withthe tile A edge, whichisexposed to sunlight, to see if the absorption value hasshifted. Thismethodofcalibrationcouldnotbeusedduetoinsufficientsignal. Thesecondcalibrationtechniqueapplies a vicariouscalibrationthatdependson knowingthe reflectance and radiance ofa targetatthe time of the collect. Since the beginningof 2001, we have successfullycollected the same ground area with the satellite, AVIRIS, and ground truth teams overanumberofsites. Inaddition,co-collectswithNASA’sHyperionimagerhavebeenperformed. High response Mean response Low response Figure4:Calibrationresponsegraphwithstandardradianceusingdatafrom5January2001. 190 Proc. SPIE Vol. 4480 AsampleofthetypeofcalibrationbeingappliedisshowninFigure4. These werethe firstsuccessfulradiometricvicarious calibrations obtained in early January 2001. The data shows well collapsed calibration curves over the designed optimal operatingbandofthesensor(550nmto900nm). Thevariationsatthelongandshorterextremesarerelatedtothedecreased quantumefficiencyofthesilicondetectorattheseextremes. Spectral Calibration 2nd Order Poly Fit =(3.41478E-6)*(N2)-(0.0051064)*(N)+157.957 84.6 84.4 n bi 84.2 CurveFit 1/ m- 84 c FromIvanpau,15fps,1by2 n, binned o 83.8 uti FromIRAN1014,7.5fps,1by2 ol 83.6 binned s e R 83.4 83.2 0 200 400 600 800 1000 SpatialPixelNumber(N) Figure5:CalibrationcurvefortheFTHSIsensorbasedon16December2000data. Original Uncorrected 760 nm absorption band, Ivanpau, 0351 10000 9000 8000 7000 Row140,TileA 6000 Row372,TileB Row676,TileC U5000 D Row811,TileD 4000 3000 2000 1000 0 152 153 154 155 156 157 158 159 160 161 162 Bin# Figure6:Spectralshiftinthe16December2000collect. Proc. SPIE Vol. 4480 191 Thespectralcalibrationcurve,Figure5,showshowthespectralresolutionofthesensorchangesoverthefocalplane. The sourceofthis0.05%variationinthespectralresolutionisan8-micronshiftintheoffsetintheSagnacinterferometeroverits 10cmlength. Uncorrected,thespectralvariationproducesaspectralshiftinthedata(Figure6). Figure6detailstheshiftof theO absorptionbandatdifferentlocationsonthefocalplane. Thisdifferencecanbeadjustedbyapplyingthecalibration 2 notedinFigure5. S/N = Mean/Stdv, 24a, 5 frames, Row 150 1k by 1k, 1/125 sec gate, Average S/N =41.1 350 300 250 200 N / S 150 100 50 0 1 9 7 5 3 1 9 7 5 3 1 9 7 5 3 1 9 7 5 1 2 3 4 4 5 6 7 8 8 9 0 1 2 2 3 4 1 1 1 1 1 1 Freq,1050nm to455nm (85cm-1per bin) Figure7:Prelaunchsignaltonoiseratio(SNR)ofthesensor. SignaltonoisedatawastakenusingLabsphereasanextendeduniformsourcepriortolaunch(Figure7).Thisdataisfor 1/124thsecondgatingand1x1binnedparameters. Toconvertthistothemorenormaloperatingmodeof15framesper second(fps)with1x2binning,theSNRvaluesshouldbemultipliedby14. Thisgivesanaveragesignaltonoiseratioof 575. Bestopticalperformanceisobtainedwithaslowerframerate. However,thisslowerframeraterequiressatelliteroll backratetoincrease,whichdecreasesthetimebeforetheeffectsoftheearth’srotationarenoticeable,evenwithatwo-axis maneuver. Acompromiseof15fpsisnowusedformostobservations. 8.SENSORSTATUS The sensor is surviving well in space. Dark current collects are used to determine bad pixels on the focal plane. On every nominal collect, three dark current frames are taken looking into deep space. In addition, about once a month a larger dark current collect is taken over an ocean at night. Dark current collects will show “hot” pixels on the focal plane. To find “cold” pixels, an image of a bright scene is taken. Most recently, ice fields in Canada have been imaged to find any cold pixels. Thesecollectsallowthechangesinthebadpixelmaptobetracked,andimagestobecorrectedforbadpixelsduring processing. Overthecourseofthemission,thefocalplanehasshownonlyaveryslowincreaseinthenumberofpixelswith non-standardresponse(Figure8). Thecoldpixelcomparison,Figure8,detailshowfewadditionalcoldpixelscanbeseenon thefocalplane. Compensationforcoldorhotpixelsiseasilyaccomplished,usingtherawdata,bytakingadvantageofhow aFouriertransformsensormultiplexesthespectraldataovertheentireinterferencepatternandinterferogramsymmetry. We areabletocompensateforbadpixeleffects,evenwhentheyappearasacluster. 192 Proc. SPIE Vol. 4480 512 256 Prelaunch 1088 0 0 256 512 768 1024 Figure8:Comparisonoffocalplanecoldpixelsfromprelaunchto29March2001. Throughoutthemissionaghostimageinthedatahasbeennoticed. Originally,thiswasnotrecognizedduetothealongtrack spatialresolutionbeinguptotwicethedesignedvaluesandtheuseofthetwocentertileswhichexhibitlessghosting. As themissionprogressedthealongtrackresolutiondecreasedto30mandimagesstartedtoincludetileD,makingtheghosting moreprevalent. TheghostingoftheimageisleastnoticeableontileAwherethereisfromzeroto3pixelimagedifference andgraduallybecomesmorenoticeableuntiltileDwherethereisa12pixelshift(Figure9). Theexactcauseoftheghosting isstillbeinginvestigatedalthoughitappearstoberelatedtothelackofanARcoatedcoveroverthedetector. Whiletheuse ofacoverisnominallyusedinasiliconcharge-coupleddevice(CCD)device,itwasremovedduetoconcernsonthevacuum compatibilityofthebandingagentandconcernovermechanicalsurvivability. Throughgroundprocessingwehavebeen abletoapplyalinearversionofamaximumexpectedvaluealgorithmtothedatathatshouldremovemostoftheghost. MoreworktorefinethealgorithmisbeingcompletedatKestrelCorporation. Figure9:ImageoficeflowsintheBeringStraitdetailingghosting. 9.ON-BOARDPROCESSING FTHSI uses the QC40 processor to run a variety of processing options. The most successful of the options is the Cyclical Redundancy Check (CRC).1 For everycollect, a CRC is performed on the data in the SSM. Then both the CRC and SSM dataaredownloadedtotheground. OnceongroundanotherCRCiscreatedfortheSSMdataandthenthe groundCRCand satelliteCRCarecompared. ThisallowsfortheSSMdatatobecheckedfordataerrorsduetotransmission. Theabilitytoprocessthedatawhileon-orbitwasagoaloftheprogram. ThroughtheutilizationoftheQC40processors,the algorithms for processing data on the ground were also put on-board the satellite. The QC40 could be electronically set to process the data using various settings. Algorithms for performing apodization, spectral filtering, and the Fast Fourier Proc. SPIE Vol. 4480 193 Transform (FFT) are examples of the code that was available for on-board processing. Results of the first attempts to performon-boardprocessingwerenotencouraging. AllprocessingwastakinglongerthanexpectedduetheCPUslowdown satelliteanomaly. Inadditiontheresultsoftheprocessingwereproducingunrealisticresults. Aftergroundtestingwiththeengineeringmodel,thecauseswerefound. Amisunderstandingofhowthedata waswrittenin the SSM during a collect resulted in the bits being read into the QC40 backward. This caused the initial problem. It was further found that the spectral filter and magnitude codes were not functioning correctly. The final problem was the conversion from floating point value to integer value. The QC40 EEPROM write pin was disabled prior to launch, so a permanent fix to on-board the satellite processing will not occur. There is a possibility that some of the code could be patchedforoneprocessingrun,butthischanceisunlikelytohappenduetotimeconstraints. Ultimately,thismeansthatthe rawSSMdatamustbedownloadedandprocessedontheground. The primary objective of the QC40 experiment was to show that the C40 processors could operate in space. Original estimatesexpectedthatatleastoneprocessorwouldhavebeenlostbythispointinthemission. Currentlyallfourprocessors arestillinnominalworkingcondition. ThereforetheQC40hasexceededitsdesignexpectations. 10.IMAGINGPARAMETERS Several imaging modes are available using variable camera and imaging parameters and the ability to reorient the satellite. Since the lenses and mirrors cannot move, a data collection requires the satellite to maneuver. In a nominal collect, the satellitefirstyaws90degreestoorienttheapertureperpendiculartothe satellitevelocityvector. Onceoriented,thesatellite then performs a roll to slow the satellite ground track speed to a speed that sets the desired along track spatial resolution. Thisallowsforcontiguouspushbroomswathstobecollectedwiththespacebetweenthestripsbeinglessthanacentimeter.6 The maneuvering commands along with imaging parameters are sent to the satellite 24 to 48 hours prior to the time of the collect. Imageparametersallowtheusertoconfigurethe camera to bestsuitthe type ofground that willbe imaged. These parameters are changed electronically in the HII card as a result of the upload. The HII controls the camera and routes the data stream from the HSI into the SSM. The HII is controlled by a single Field Programmable Gate Array (FPGA) respondingto commands sent to it from the spacecraft control computer (RAD6000). The commands that that programthe HII to select the data to be saved include: desired tiles to collect, line length, lines per frame, bit depth, start of data collect (GMT), and starting and ending memory addresses. Commands that initialize the camera are passed directly between the FPGAandtheHSI.Table2outlinesthepossiblecameraconfigurations,nominalconfigurationbeforelaunch,andthecurrent nominalconfiguration. Table2:HIIcardfunctionsandnominalsettings. PriortoLaunch Function SelectionsAvailable CurrentSettings NominalSettings CameraFrameRate 7.5,15,30,60,110fps 30fps 15fps 1/fps,1/125,1/250,1/500, CameraGatingTime 1/fps 1/fps 1/1000sec CameraBinningMode 1x1,1x2,2x1,2x2 1x2 1x2 CameraGain 1or4 1 1 DataBitDepth 12or8bit 12bits 12bits NumberofImagingTilestoRecord 1,2,3,or4 2(BC) 2(AB) 11.HYPERSPECTRALIMAGESFROMSPACE On1August2000 at18:47:51 GMT,the first hyperspectralimage wastaken froma space-based platformand subsequently downloaded. The target was the Denver International Airport (DIA) region in Denver, Colorado. Although the image was taken slightly north of the aim point, several geographical land features allowed the Horse Creek Reservoir, just north of DIA,tobelocated(Figure10). 194 Proc. SPIE Vol. 4480

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