EROS SYSTEM SATELLITE ORBIT AND CONSTELLATION DESIGN
|
|
|
- Brenda Bates
- 10 years ago
- Views:
Transcription
1 EROS SYSTEM SATELLITE ORBIT AND CONSTELLATION DESIGN Dr. Mosh Bar-Lv, Dr. Lonid Shchrbina, Mr. Vola Lvin Dr. Mosh Bar-Lv, Prsidnt ImagSat Intrnational N. V. 2 Kaufman Strt, Tl-Aviv Isral. Tl: , Fax: ABSTRACT Th EROS (Earth Rsourcs Obsrvation Systm) rogram conductd by ImagSat Intrnational N.V. intnds to orat a constllation of 8 commrcial imaging satllits in LEO (Low Earth Orbit). Th first satllit, EROS-A1, was succssfully launchd by a Russian START-1 launchr on Dcmbr 5 th, 2000, and is rsntly succssfully orating with 1.8 mtr to 1.0-mtr rsolution. This articl rsnts th rquirmnts and considrations rgarding th choic of th orbits for a singl- and multi-satllit imaging systm. Th main aramtrs dtrmining th orbit ar: imaging conditions, accssibility and rvisit rquirmnts. Two kinds of orbits wr comard: Sun-synchronous orbits and inclind orbits. Th altitud choic and tchniqu for th Sun-synchronous orbits, roviding rquird ground track ratability and rvisit ar analyzd. Th final aramtrs of EROS orbit and constllation ar dscribd. Finally, EROS satllits, as wll as th roosd srvics, ar rsntd. 1. INTRODUCTION Th world commrcial srvics for sac high-rsolution imagry markt facd fast growth during th last fw yars. Russia mad availabl hr archivs of high-rsolution imagry, and th Amrican authoritis lgislatd lnint rgulations, allowing th commrcial markting of sac imagry with rsolution of 1 mtr and latly 0.5 mtr. As a rsult, svral attmts wr mad by diffrnt comanis to rovid srvics of high-rsolution satllit imags. Sac Imaging Inc. succssfully launchd IKONOS-2 fw months aftr a failur in launching of IKONOS-1 (1999). EarthWatch Inc. has faild in both its launch attmts of EarlyBird (1997) and QuickBird (2000) and is lanning to launch this yar. ImagSat Intrnational s EROS-A1 was succssfully launchd in Dcmbr 2000 and bcam th scond comany to rovid high-rsolution commrcial srvics. Th comany intnds to dloy a constllation of 8 satllits with imaging rsolution, bttr than 1 m, in th nxt 6 yars. Satllit orbit is dtrmind by mission rquirmnts and may somtims b limitd by launch rstrictions. Th imaging mission dsign goal is to achiv th largst amount of imagry with th bst quality and th bst covrag of aras for a longst tim. Comromiss of ths rquirmnts dtrmin th satllit orbit. Th imaging quality is comosd of th rsolution and swath width, as wll as th illumination conditions. Th ara covrd is dfind by ithr as a rquirmnt for global worldwid covrag or a rquirmnt for frqunt rvisit of limitd scific rgions. Th bst covrag is achivd by maximizing th frquncy of imaging rvisit, imaging vlocity and th maximum swath. A constllation of imaging satllits shall incras th amount of imagry and th covrag. Th constllation dsign critria must tak into account th ror hasing of th satllits, rovision for rdundancis and th orational rstrictions of th controlling ground station and imagry rciving stations. Th orbit and constllation considrations for th lctro-otical imaging satllits, orating in th visual band ar rsntd. For othr kinds of imaging satllits, such as radar basd or infrard, som of th considrations may diffr somwhat. Most of th rincils rsntd, ar gnrally rlvant to all kinds of imaging satllits Chatr 2 blow rsnts th mission for imaging orbits. Obit dsign for a singl satllit is rsntd in Chatr 3 and considrations, rgarding satllits constllation, ar discussd in Chatr 4. Th EROS systm is rsntd in Chatr MISSION REQUIREMENTS FOR IMAGING SATELLITES 2.1. Orbit Rquirmnts Imaging Quality Illumination Conditions Th rquird illumination conditions is a major factor in achiving high imaging quality sinc th nrgy collctd by th imaging camra in th visual band is th light rflctd from th targtd ara, Th Sun Angl, i.. th angl btwn th local rndicular and th Sun dirction, S Figur 1, dfins th illumination condition of a scific ara. Th xisting satllit camras rovid satisfactory imags at Sun Angls u to
2 Local znith Prndicular S Th bst illumination is achivd at minimal Sun Angls, i.. Sun in local znith, but this will not ncssary lad to th bst quality of acctd imags, scially for highrsolution imaging. For bttr intrrtation and distinction btwn diffrnt imags dtails, som shadow is usful. Thrfor, it is rcommndd to rform imaging for Sun Angls of about Figur 1. Sun Angl Dfinition Wathr conditions such as haz, fog and clouds ar a vry srious obstacl in Earth imaging. Som aras, scially thos clos to th quator or to ocans, ar known for thir high cloudinss. Gnrally, th cloud covrag lvl is sasonal and has a daytim dndnc natur. Inclind orbits, for lctro-otical satllits, lads to varying illumination conditions for ach ass, as wll as to gas of svral wks in imaging ossibility (night asss only). Th us of Sun-synchronous orbit for imaging satllit, as shall b rsntd in ar. 2.3 blow, allows almost th sam illumination conditions for vry imaging ass. Th local tim of th ascnding/dscnding nods is thn dfind by rquird shadows/cloudinss conditions Imaging Rsolution and Swath Width Th rsolution rquirmnt for a givn obsrvation systm is dtrmind by th orbit altitud. Th lowr th orbit, th bttr th imaging rsolution, howvr, th smallr th swath width and th shortr th satllit lifsan ar Covrag Rquirmnts Th covrag rquirmnts ar: Accssibl ara covrag, covrag zon of rciving ground station, ground track ratability and rvisit riod. Th Accssibl ara covrag is dfind as th Earth ara, which may b covrd by th satllit. Th covrag zon of a rciving ground station is limitd gomtrically by th Lin of Sight btwn th Ground R sr R c R α Η γ Actually, th Physical covrag ara of th satllit lis btwn th north and south mridians with latitud qual to th orbit inclination angl (s Figur 2). Th satllit may rform off-nadir imaging by ointing its camra at an angl γ to th nadir, s Figur 3. Thrfor, th actual ossibl covrag ara is dtrmind by th orbit inclination and th maximal imaging ointing angl of th camra. A olar orbit shall allow a global worldwid covrag. Figur 2. Earth Covrag Ara for Inclind Orbit of 40 Antnna and th satllit, dtrmind by th orbit altitud H, as wll as by tchnical aramtrs, lik communication link btwn th station and th satllit, minimal antnna lvation ovr th local horizon α and maximal off-nadir imaging angl s Figur 3. Figur 3. Ground Station Covrag Zon Th covrag zon radius R c is givn by th following xrssion: c R sr R + H = R arcsin( cosα ) + arcsin( sin γ ) γ R + H R R (1) whr: R - Earth radius, R sr - Slant rang radius: R sr = R sin 2 2 H H α + sin α (2) R R
3 Th highr th orbit th biggr th covrag zon. For satllit systms, having no onboard rcording, th covrag ara will consist of th covrag zons of th ground stations. Th ground track ratability is dfind by th tim riod (in days) btwn th satllit rvolutions having th sam ground track. This aramtr is imortant for imaging mission rdiction and lanning. Som systms, lik SPOT, rquir th xact ratability of th ground track for long trm. This can b achivd by having rlativly high orbits (abov 600 km), which ar wakly disturbd. For lowr orbits, th ground track ratability can b maintaind for only short trms only bcaus of th highr drag ffct on th chang on th orbit hight. Th rvisit riod is dfind for a scific sit and rrsnts th minimal tim intrval (in days) btwn two imaging oortunitis of this scific sit. Th longst rvisit riod is for quator locatd sits. Th rvisit shortns, as th sit location is locatd at highr latitud. It should b also mntiond, that th lowr th orbit inclination, th bttr (shortr) th rvisit riod. This is a major disadvantag of th olar orbits Orbit Dfinition Th satllit orbit can b dfind by th classical st of Klrian aramtrs [1], rfrrd to th vrnal quinox inrtial coordinat axs, s Figur 4: a) a - smi-major axis b) - ccntricity c) i - inclination angl d) Ω - right ascnsion of ascnding nod ) ω - argumnt of rig f) θ - tru anomaly ra + r a = 2 ra r = r + r a Ha + H = R + 2 Ha H = 2 R + H + H a Figur 4. Orbit Dfinition Paramtrs Motion of Orbital Pan Bcaus of th nonhomognity and oblatnss of th Earth, th orbital lan dosn t rmain inrtialy fixd, but suffrs two main motions: a) orbital lan rotation around th North-South axis, charactrizd by th following xrssion: a ( 1 2 ) cos i 3.5 R Ω b) in-lan rotation of th orbital llisoid, givn by: (3) (4) ( 1 ) ( 5 cos i 1) [dg/day] (5) R ω 4.98 [dg/day] (6) a Ths hnomna allow som scial kinds of orbits: a) Sun-synchronous orbit, charactrizd by synchronizing th rat of chang of ascnding nod ascnsion to th rat of th Earth rotation around th Sun, i..: Ω = 360 / yar = / day (7) For LEO orbits, (5) and (7) lad to th orbital inclination within i rang, i.. almost olar orbits. In this orbits th rvisit tim at any oint is at th sam tim of th day. b) Frozn orbit, i.. th orbit with constant argumnt of rig, is drivd from (6) by stting ω = 0, which lads to orbit inclination of i = This orbit is also known as Molniya-ty orbit, sinc it was usd for th first tim by Russian Molniya-ty communication satllits, whr th orbit high aog was constantly locatd ovr th north hmishr, lading to long duration of communication tim for th scific satllit ovr th northrn art of Russia.
4 3. ORBIT DESIGN FOR EROS-A1 SATELLITE 3.1 Orbital Plan Orintation EROS mission rquirs rovision of th Earth imaging within 2,000 km radius covrag zons of ground rciving stations, locatd all ovr th world. Th location of xisting ground rciving stations is rsntd in Figur 5. A circular orbit clos to olar is rquird to fulfill th abov covrag rquirmnts. In ordr to rovid th bst illumination conditions during all satllit asss, as rquird for th global covrag, a Sunsynchronous orbit, which is clos to olar, was chosn. Th chosn local tim of dscnding nod was 09:45 a.m., in ordr to minimiz clouds rsnc for th Far-East rgion. Figur 5. Worldwid Ntwork of Existing EROS Ground Rciving Stations 3.2 Orbit Altitud Prliminary th orbit altitud rang of km was drivd from th imaging rsolution/swath and th liftim rquirmnts. Th xact valu of th satllit orbit was chosn to rovid bst ground track ratability and rvisit. Th ground track ratability and rvisit calculation is basd calculating th synchronization btwn th motions of th Earth and th satllit. Ground track ratability will b achivd, if during an intgr numbr of days M th satllit has an intgr numbr of rvolutions N. For th Sun-synchronous orbit, th rvolution riod P of such orbit is givn by th following xrssion: P = T sn M / N (8) whr: T sn - solar day; T sn = 86,400sc Such an orbit will hav th ground track ratability with a riod of M days. N can acct any intgr valu within th rang: N = M Lmin M ( L min +1) (9) whr: L min - minimal intgr numbr of rvolutions r day; for th orbit altitud rang of km: L min = 15 Th quatorial distanc D btwn two succssiv asss is givn by th following: whr: ω - Earth rotation rat; D = R ω P (10) ω = 2π / T sd, T sd - sidral (inrtial or star) day Th valu of N shall b chosn such as to rovid bst rvisit of any sit locatd on quator (worst cas), i.. bst covrag of th distanc D during M days. For EROS-A1 satllit, a 7 days ground track ratability was chosn. Th aramtrs of th ossibl orbits, dnding on th valu of N, ar rsntd in Tabl 1. δd rrsnts th daily movmnt of th ground track crossing oint at th quator: δd = L + 1 D 2πR (11) ( min ) Tabl 1. Earth Synchronizd Orbits with 7 days Ground Track Ratability M days = 7 N L P, sc a, km H, km D, km δd, km δd/d δd/d * M , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
5 Figur 6. Ma of 7 Days Passs for 480 km Sun Synchronizd Orbit For xaml, for imaging angls u to 37 th rvisit riod of 3 4 days can b rovidd vn for quatorial sits. Th sam rvisit riod can b achivd for all sits, locatd to north / south of ±41 latitud, with imaging angls u to ORBITAL CONSTELLATION DESIGN Th orbit, corrsonding to N =107, was chosn, with th quatorial distanc btwn two succssiv asss D = 2,622 km and daily mov of th quator cross of δd = 5/7 D (or quivalntly 2/7 D). Th 7 days ground track ma is shown in Figur 6. Th ga btwn th two nighbor quatorial crosss is 375 km, which can b covrd for th worst-cas rvisit riod of days by offnadir imaging with imaging angls u to 21. Th us of highr imaging angls or/and for sits locations with highr latitud maningfully imrovs (rducs) th rvisit riod. A constllation of satllits has th following bnfits: a) Incras th amount of imagry rcivd. b) Allows daily rvisit for any oint with highst with minimal imaging angl. As shown in ar. 3.2, on satllit in th EROS constllation has a 7 days rvisit riod at low imaging angls at th quatorial ara (worst cas). Us of a constllation of 7 satllits, rorly hasd will lad to a daily rvisit of any sit all ovr th world at th almost highst rsolution. Th EROS systm lans to us an 8 satllits constllation, out of which on sar satllit. c) Achiv imaging oortunitis for aras, with high cloudinss, by allowing imaging oortunitis during clar or artially clar hours. This rquirs distributing th satllits orbits into diffrnt orbital lans with a wid rang of local tims of th dscnding nods, varying from morning hours till aftrnoon. Th 8 satllits constllation will b lacd into 8 sarat Sun-synchronous orbital lans with th following local tims: 9:45 a.m., 10:00 a.m., 10:30 a.m., 11:00 a.m., 1:00.m., 1:30.m., 2:00.m., 2:15.m. EROS constllation orbital lans ar rsntd in Figur 7. d) Orational constraints of th ground stations shall b takn into account: a minimal tim intrval of 10 min. is rquird btwn any two succssiv satllit aaranc at th communication rang of ach ground station. Sinc a singl satllit ass within th communication rang of a ground station lasts u to 10 min., th minimal hasing of 20 min. (75 ) btwn any 2 satllits in 2 nighbor lans is rquird, s Figur Figur 7. Orbital Plans of EROS Constllation Figur Phasing btwn Two Satllits in Nighbor Plans
6 5. EROS PROGRAM 5.1 Gnral Th EROS rogram aimd to suly commrcial high-rsolution imags and srvics using a constllation of Sunsynchronous satllits launchd and oratd by ImagSat. 5.2 EROS Satllits EROS-A1 satllit (s Figur 9), th first satllit of th constllation, was succssfully launchd on Dcmbr 5, 2000 from th Russian Cosmodrom Svobodny, locatd in southast Sibria. Th satllit has assd th IOT (In-Orbit Tsts) rogram and is in commrcially orational. Th scond satllit, EROS-B1, is lannd to b launchd in 2003 Figur 9. EROS-A1 Satllit Th main aramtrs of EROS-A1 and EROS-B1 satllits ar rsntd in Tabl 2. Tabl 2. Main Orational Paramtrs of EROS-A1 and EROS-B1 Satllits Paramtr EROS-A1 EROS-B1 Wight 250 kg 350 kg Dimnsions (Launch) 1,210 * 2,235 mm 1,210 * 2,255 mm Orbit Altitud 480 km 600 km Liftim Ovr 6 yars Ovr 10 yars Imaging Snsor CCD Lin,> 7,000 ixls CCD TDI, 32 stags, > 15,000 ixls Panchromatic Imaging Rsolution (GSD) at Nadir 1.8 m 0.87 m (@ 600 km) Swath 12 km 13 km Samling Dth 11 bits 10 bits Multisctral Imaging Non 4 bands Rsolution (GSD) at Nadir 3.5 m Swath 13 km Vido Transmission Rat 70 Mbit/sc. 280 Mbit/sc. 5.3 EROS Srvics EROS systm rooss th following srvics: Satllit Orating Partnr (SOP) Programs: rovid th customr with xclusivity for full lanning and tasking and acquisition ability within th footrint of th customr s ground station. Acquisition, Archiving and Distribution (AAD) Programs:. Existing ground stations, (s figur 5) adatd for rction of EROS imags, suorts this srvic. Th imaging tasking is rformd by EROS cntral ground station. Th ground stations articiat in satllit imagry rction, archiving and distribution orations to suort worldwid commrcial imagry and drivativ roduct sals. Washington D.C Paris Rfrncs: [1] Marcl J. Sidi Saccraft Dynamics and Control, Cambridg Univrsity Prss, [2] Jams R. Wrtz & Wily J. Larson Sac mission analysis and dsign, Third Edition, Sac Tchnology Library 1999
Parallel and Distributed Programming. Performance Metrics
Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:
Adverse Selection and Moral Hazard in a Model With 2 States of the World
Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,
EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS
25 Vol. 3 () January-March, pp.37-5/tripathi EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS *Shilpa Tripathi Dpartmnt of Chmical Enginring, Indor Institut
by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia
Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs
ME 612 Metal Forming and Theory of Plasticity. 6. Strain
Mtal Forming and Thory of Plasticity -mail: [email protected] Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.
Lecture 3: Diffusion: Fick s first law
Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th
The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.
Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl
AP Calculus AB 2008 Scoring Guidelines
AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.
QUANTITATIVE METHODS CLASSES WEEK SEVEN
QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.
Traffic Flow Analysis (2)
Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,
Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective
Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog
Rural and Remote Broadband Access: Issues and Solutions in Australia
Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity
Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)
con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc
Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009
Volum 3, Issu 1, 29 Statistical Approach for Analyzing Cll Phon Handoff Bhavior Shalini Saxna, Florida Atlantic Univrsity, Boca Raton, FL, [email protected] Sad A. Rajput, Farquhar Collg of Arts
Category 7: Employee Commuting
7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil
Free ACA SOLUTION (IRS 1094&1095 Reporting)
Fr ACA SOLUTION (IRS 1094&1095 Rporting) Th Insuranc Exchang (301) 279-1062 ACA Srvics Transmit IRS Form 1094 -C for mployrs Print & mail IRS Form 1095-C to mploys HR Assist 360 will gnrat th 1095 s for
Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.
Volum 3, Issu 6, Jun 2013 ISSN: 2277 128X Intrnational Journal of Advancd Rsarch in Computr Scinc and Softwar Enginring Rsarch Papr Availabl onlin at: wwwijarcsscom Dynamic Ranking and Slction of Cloud
FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data
FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among
Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000
hsn uknt Highr Mathmatics UNIT Mathmatics HSN000 This documnt was producd spcially for th HSNuknt wbsit, and w rquir that any copis or drivativ works attribut th work to Highr Still Nots For mor dtails
Foreign Exchange Markets and Exchange Rates
Microconomics Topic 1: Explain why xchang rats indicat th pric of intrnational currncis and how xchang rats ar dtrmind by supply and dmand for currncis in intrnational markts. Rfrnc: Grgory Mankiw s Principls
http://www.wwnorton.com/chemistry/tutorials/ch14.htm Repulsive Force
ctivation nrgis http://www.wwnorton.com/chmistry/tutorials/ch14.htm (back to collision thory...) Potntial and Kintic nrgy during a collision + + ngativly chargd lctron cloud Rpulsiv Forc ngativly chargd
C H A P T E R 1 Writing Reports with SAS
C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd
Question 3: How do you find the relative extrema of a function?
ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating
Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring
Mrkats: A Powr-Awar, Slf-Managing Wirlss Camra Ntwork for Wid Ara Monitoring C. B. Margi 1, X. Lu 1, G. Zhang 1, G. Stank 2, R. Manduchi 1, K. Obraczka 1 1 Dpartmnt of Computr Enginring, Univrsity of California,
Development of Financial Management Reporting in MPLS
1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr
An Adaptive Clustering MAP Algorithm to Filter Speckle in Multilook SAR Images
An Adaptiv Clustring MAP Algorithm to Filtr Spckl in Multilook SAR Imags FÁTIMA N. S. MEDEIROS 1,3 NELSON D. A. MASCARENHAS LUCIANO DA F. COSTA 1 1 Cybrntic Vision Group IFSC -Univrsity of São Paulo Caia
Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling
Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability
Architecture of the proposed standard
Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th
Upper Bounding the Price of Anarchy in Atomic Splittable Selfish Routing
Uppr Bounding th Pric of Anarchy in Atomic Splittabl Slfish Routing Kamyar Khodamoradi 1, Mhrdad Mahdavi, and Mohammad Ghodsi 3 1 Sharif Univrsity of Tchnology, Thran, Iran, [email protected] Sharif
Basis risk. When speaking about forward or futures contracts, basis risk is the market
Basis risk Whn spaking about forward or futurs contracts, basis risk is th markt risk mismatch btwn a position in th spot asst and th corrsponding futurs contract. Mor broadly spaking, basis risk (also
81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct
Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv
User-Perceived Quality of Service in Hybrid Broadcast and Telecommunication Networks
Usr-Prcivd Quality of Srvic in Hybrid Broadcast and Tlcommunication Ntworks Michal Galtzka Fraunhofr Institut for Intgratd Circuits Branch Lab Dsign Automation, Drsdn, Grmany [email protected]
WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769
08-16-85 WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 Summary of Dutis : Dtrmins City accptanc of workrs' compnsation cass for injurd mploys; authorizs appropriat tratmnt
Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D
24+ Advancd Larning Loan Application form Rmmbr you can apply onlin. It s quick and asy. Go to www.gov.uk/advancdlarningloans About this form Complt this form if: you r studying an ligibl cours at an approvd
CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.
Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by
The Coverage Analysis for Low Earth Orbiting Satellites at Low Elevation
(IJACSA) Intrnational Journal of Advancd Computr Scinc and Applications, Vol. 5, No. 6, 14 Th Covrag Analysis for Low Earth Orbiting Satllits at Low Elvation Shklzn Cakaj 1, Bxht Kamo 1, Algnti Lala 1,
Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2
Installation and Opration Intrnt Tlphony Adaptr Aurswald Box Indx C I R 884264 03 02/05 Call Duration, maximum...10 Call Through...7 Call Transportation...7 Calls Call Through...7 Intrnt Tlphony...3 two
Lecture notes: 160B revised 9/28/06 Lecture 1: Exchange Rates and the Foreign Exchange Market FT chapter 13
Lctur nots: 160B rvisd 9/28/06 Lctur 1: xchang Rats and th Forign xchang Markt FT chaptr 13 Topics: xchang Rats Forign xchang markt Asst approach to xchang rats Intrst Rat Parity Conditions 1) Dfinitions
High Interest Rates In Ghana,
NO. 27 IEA MONOGRAPH High Intrst Rats In Ghana, A Critical Analysis IEA Ghana THE INSTITUTE OF ECONOMIC AFFAIRS A Public Policy Institut High Intrst Rats In Ghana, A Critical Analysis 1 by DR. J. K. KWAKYE
(Analytic Formula for the European Normal Black Scholes Formula)
(Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually
LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W
Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption
Natural Gas & Electricity Prices
Click to dit Mastr titl styl Click to dit Mastr txt styls Scond lvl Third lvl Natural Gas & Elctricity Prics Fourth lvl» Fifth lvl Glnn S. Pool Manufacturing Support Mgr. Enrgy April 4, 2013 Click Vrso
A Theoretical Model of Public Response to the Homeland Security Advisory System
A Thortical Modl of Public Rspons to th Homland Scurity Advisory Systm Amy (Wnxuan) Ding Dpartmnt of Information and Dcision Scincs Univrsity of Illinois Chicago, IL 60607 wxding@uicdu Using a diffrntial
CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY. Outcome 10 Regulation 11 Safety and Suitability of Premises
CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY Outcom 10 Rgulation 11 Safty and Suitability of Prmiss CQC Rf 10A 10A(1) Lad Dirctor / Lad Officr Rspons Impact Liklihood Lvl of Concrn
Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131
Sci.Int.(Lahor),26(1),131-138,214 ISSN 113-5316; CODEN: SINTE 8 131 REQUIREMENT CHANGE MANAGEMENT IN AGILE OFFSHORE DEVELOPMENT (RCMAOD) 1 Suhail Kazi, 2 Muhammad Salman Bashir, 3 Muhammad Munwar Iqbal,
Journal of Engineering and Natural Sciences Mühendislik ve Fen Bilimleri Dergisi
Journal of Enginring and Natural Scincs Mühndisli v Fn Bilimlri Drgisi Sigma 4/ Invitd Rviw Par OPTIMAL DESIGN OF NONLINEAR MAGNETIC SYSTEMS USING FINITE ELEMENTS Lvnt OVACIK * Istanbul Tchnical Univrsity,
Fundamentals: NATURE OF HEAT, TEMPERATURE, AND ENERGY
Fundamntals: NATURE OF HEAT, TEMPERATURE, AND ENERGY DEFINITIONS: Quantum Mchanics study of individual intractions within atoms and molculs of particl associatd with occupid quantum stat of a singl particl
Presentation on Short-Term Certificates to the CAPSEE Conference. September 18, 2014
Prsntation on Short-Trm Crtificats to th CAPSEE Confrnc Sptmbr 18, 2014 Th first goal of City Collgs Rinvntion is focusd on nsuring studnts arn crdntials of conomic valu Rinvntion Goals Incras numbr of
Problem Set 6 Solutions
6.04/18.06J Mathmatics for Computr Scic March 15, 005 Srii Dvadas ad Eric Lhma Problm St 6 Solutios Du: Moday, March 8 at 9 PM Problm 1. Sammy th Shar is a fiacial srvic providr who offrs loas o th followig
IBM Healthcare Home Care Monitoring
IBM Halthcar Hom Car Monitoring Sptmbr 30th, 2015 by Sal P. Causi, P. Eng. IBM Halthcar Businss Dvlopmnt Excutiv [email protected] IBM Canada Cloud Computing Tigr Tam Homcar by dfinition 1. With a gnsis
Lecture 20: Emitter Follower and Differential Amplifiers
Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.
Fleet vehicles opportunities for carbon management
Flt vhicls opportunitis for carbon managmnt Authors: Kith Robrtson 1 Dr. Kristian Stl 2 Dr. Christoph Hamlmann 3 Alksandra Krukar 4 Tdla Mzmir 5 1 Snior Sustainability Consultant & Lad Analyst, Arup 2
Budget Optimization in Search-Based Advertising Auctions
Budgt Optimization in Sarch-Basd Advrtising Auctions ABSTRACT Jon Fldman Googl, Inc. Nw York, NY [email protected] Martin Pál Googl, Inc. Nw York, NY [email protected] Intrnt sarch companis sll advrtismnt
AP Calculus Multiple-Choice Question Collection 1969 1998. connect to college success www.collegeboard.com
AP Calculus Multipl-Choic Qustion Collction 969 998 connct to collg succss www.collgboard.com Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos
Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications.
TUTORIL ois Powr Ratio (PR) 65-Yar Old Tlphon Systm Spcification Finds w Lif in Modrn Wirlss pplications ITRODUTIO by Walt Kstr Th concpt of ois Powr Ratio (PR) has bn around sinc th arly days of frquncy
Gold versus stock investment: An econometric analysis
Intrnational Journal of Dvlopmnt and Sustainability Onlin ISSN: 268-8662 www.isdsnt.com/ijds Volum Numbr, Jun 202, Pag -7 ISDS Articl ID: IJDS20300 Gold vrsus stock invstmnt: An conomtric analysis Martin
Chapter 10 Function of a Matrix
EE448/58 Vrsion. John Stnsby Chatr Function of a atrix t f(z) b a comlx-valud function of a comlx variabl z. t A b an n n comlxvalud matrix. In this chatr, w giv a dfinition for th n n matrix f(a). Also,
Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final.
Vrsion.0 Gnral Crtificat of Education (A-lvl) January 0 Mathmatics MPC (Spcification 660) Pur Cor Final Mark Schm Mark schms ar prpard by th Principal Eaminr and considrd, togthr with th rlvant qustions,
A Multi-Heuristic GA for Schedule Repair in Precast Plant Production
From: ICAPS-03 Procdings. Copyright 2003, AAAI (www.aaai.org). All rights rsrvd. A Multi-Huristic GA for Schdul Rpair in Prcast Plant Production Wng-Tat Chan* and Tan Hng W** *Associat Profssor, Dpartmnt
REPORT' Meeting Date: April 19,201 2 Audit Committee
REPORT' Mting Dat: April 19,201 2 Audit Committ For Information DATE: March 21,2012 REPORT TITLE: FROM: Paul Wallis, CMA, CIA, CISA, Dirctor, Intrnal Audit OBJECTIVE To inform Audit Committ of th rsults
union scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME!
union scholars YOU CAN CHANGE THE WORLD... program AND EARN MONEY FOR COLLEGE AT THE SAME TIME! AFSCME Unitd Ngro Collg Fund Harvard Univrsity Labor and Worklif Program APPLICATION DEADLINE: FEBRUARY 28
Cost Benefit Analysis of the etir system Summary, limitations and recommendations
UNITED NATIONS Cost Bnfit Analysis of th TIR systm Summary, limitations and rcommndations Agnda itm 5 André Scia Informal Ad hoc Exprt Group on Concptual and Tchnical Aspcts of Computrization of th TIR
CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions
CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:
Maintain Your F5 Solution with Fast, Reliable Support
F5 SERVICES TECHNICAL SUPPORT SERVICES DATASHEET Maintain Your F5 Solution with Fast, Rliabl Support In a world whr chang is th only constant, you rly on your F5 tchnology to dlivr no mattr what turns
5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power
Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim
Policies for Simultaneous Estimation and Optimization
Policis for Simultanous Estimation and Optimization Migul Sousa Lobo Stphn Boyd Abstract Policis for th joint idntification and control of uncrtain systms ar prsntd h discussion focuss on th cas of a multipl
Global Sourcing: lessons from lean companies to improve supply chain performances
3 rd Intrnational Confrnc on Industrial Enginring and Industrial Managmnt XIII Congrso d Ingniría d Organización Barclona-Trrassa, Sptmbr 2nd-4th 2009 Global Sourcing: lssons from lan companis to improv
The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole
Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000
June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8
Jun 22 Enpris Rnt Author: Documnt Vrsion: Product: Product Vrsion: SAP Vrsion: Enpris Enpris Rnt 88 88 Enpris Rnt 22 Enpris Solutions All rights rsrvd No parts of this work may b rproducd in any form or
A Comparative Study of the Software Packages Used as HRIS by Organizations Operating in India: Human Resource Professionals Perspective.
ISSN 2222-195 (Par) ISSN 2222-2839 (Onlin) Vol.5, No.16, 213 A Comarativ Study of th Softwar Packags Usd as HRIS by Organizations Orating in India: Human Rsourc Profssionals sctiv. Dr. Mohammd Owais Qurshi
Constraint-Based Analysis of Gene Deletion in a Metabolic Network
Constraint-Basd Analysis of Gn Dltion in a Mtabolic Ntwork Abdlhalim Larhlimi and Alxandr Bockmayr DFG-Rsarch Cntr Mathon, FB Mathmatik und Informatik, Fri Univrsität Brlin, Arnimall, 3, 14195 Brlin, Grmany
Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means
Qian t al. Journal of Inqualitis and Applications (015) 015:1 DOI 10.1186/s1660-015-0741-1 R E S E A R C H Opn Accss Sharp bounds for Sándor man in trms of arithmtic, gomtric and harmonic mans Wi-Mao Qian
Expert-Mediated Search
Exprt-Mdiatd Sarch Mnal Chhabra Rnsslar Polytchnic Inst. Dpt. of Computr Scinc Troy, NY, USA [email protected] Sanmay Das Rnsslar Polytchnic Inst. Dpt. of Computr Scinc Troy, NY, USA [email protected] David
Category 1: Purchased Goods and Services
1 Catgory 1: Purchasd Goods and Srvics Catgory dscription T his catgory includs all upstram (i.., cradl-to-gat) missions from th production of products purchasd or acquird by th rporting company in th
ESA Support to ESTB Users
ESA Support to ESTB Usrs Dr. Javir Vntura-Travst Europan Spac Agncy 3 rd ESTB Workshop Nic 12 Novmbr 2002 OUTLINE! ESA ESTB wbsit support! Th ESTB/EGNOS Hlpdsk! Th ESTB Nwslttr! Th ESA SISNET tchnology!
Moving Securely Around Space: The Case of ESA
Moving Scurly Around Spac: Th Cas of ESA Prpard By: Andra Baldi, Jos Frnandz Balsiro, Marco Incollingo Tommaso Parrinllo, Cristiano Silvagni, Stfano Zatti Europan Spac Agncy [email protected] ESA Scnario
B-285141. April 21, 2000. The Honorable Charles B. Rangel Ranking Minority Member Committee on Ways and Means House of Representatives
Unit Stats Gnral Accounting Offic Washington, DC 20548 Halth, Eucation, an Human Srvics Division B-285141 April 21, 2000 Th Honorabl Charls B. Rangl Ranking Minority Mmbr Committ on Ways an Mans Hous of
Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects
Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End
Entity-Relationship Model
Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction
Production Costing (Chapter 8 of W&W)
Production Costing (Chaptr 8 of W&W).0 Introduction Production costs rfr to th oprational costs associatd with producing lctric nrgy. Th most significant componnt of production costs ar th ful costs ncssary
Advances in GNSS Equipment
Advancs in GNSS Equipmnt Todd Humphrys With Input From: Thomas Pany, Brnhard Ridl IFEN, Carstn Strobr UFAF Larry Young, JPL David Munton, UT/ARL 2010 IGS Workshop, Nwcastl Upon Tyn Q: What advancs in GNSS
Electronic Commerce. and. Competitive First-Degree Price Discrimination
Elctronic Commrc and Comptitiv First-Dgr Pric Discrimination David Ulph* and Nir Vulkan ** Fbruary 000 * ESRC Cntr for Economic arning and Social Evolution (ESE), Dpartmnt of Economics, Univrsity Collg
METHODS FOR HANDLING TIED EVENTS IN THE COX PROPORTIONAL HAZARD MODEL
STUDIA OECONOMICA POSNANIENSIA 204, vol. 2, no. 2 (263 Jadwiga Borucka Warsaw School of Economics, Institut of Statistics and Dmography, Evnt History and Multilvl Analysis Unit [email protected]
Voice Biometrics: How does it work? Konstantin Simonchik
Voic Biomtrics: How dos it work? Konstantin Simonchik Lappnranta, 4 Octobr 2012 Voicprint Makup Fingrprint Facprint Lik a ingrprint or acprint, a voicprint also has availabl paramtrs that provid uniqu
SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM
RESEARCH PAPERS IN MANAGEMENT STUDIES SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM M.A.H. Dmpstr & S.S.G. Hong WP 26/2000 Th Judg Institut of Managmnt Trumpington Strt Cambridg CB2 1AG Ths paprs
GOAL SETTING AND PERSONAL MISSION STATEMENT
Prsonal Dvlopmnt Track Sction 4 GOAL SETTING AND PERSONAL MISSION STATEMENT Ky Points 1 Dfining a Vision 2 Writing a Prsonal Mission Statmnt 3 Writing SMART Goals to Support a Vision and Mission If you
An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore
Intrnational Journal of mrging Tchnology and dvancd nginring Wbsit: www.ijta.com (ISSN 2250-2459, Volum 2, Issu 4, pril 2012) n road outlin of Rdundant rray of Inxpnsiv isks Shaifali Shrivastava 1 partmnt
Establishing Wireless Conference Calls Under Delay Constraints
Establishing Wirlss Confrnc Calls Undr Dlay Constraints Aotz Bar-Noy [email protected] Grzgorz Malwicz [email protected] Novbr 17, 2003 Abstract A prvailing fatur of obil tlphony systs is that th cll
Performance Evaluation
Prformanc Evaluation ( ) Contnts lists availabl at ScincDirct Prformanc Evaluation journal hompag: www.lsvir.com/locat/pva Modling Bay-lik rputation systms: Analysis, charactrization and insuranc mchanism
A tutorial for laboratory determination of Planck s constant from the Planck radiation law
A tutorial for laboratory dtrmination of Planck s constant from th Planck radiation law Adam Usman, John Dogari, M. idwan Enuwa and sa Sambo Dartmnt of Physics, Fdral Univrsity of Tchnology, P. M. B. 076,
Theoretical aspects of investment demand for gold
Victor Sazonov (Russia), Dmitry Nikolav (Russia) Thortical aspcts of invstmnt dmand for gold Abstract Th main objctiv of this articl is construction of a thortical modl of invstmnt in gold. Our modl is
Continuity Cloud Virtual Firewall Guide
Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY
Intermediate Macroeconomic Theory / Macroeconomic Analysis (ECON 3560/5040) Final Exam (Answers)
Intrmdiat Macroconomic Thory / Macroconomic Analysis (ECON 3560/5040) Final Exam (Answrs) Part A (5 points) Stat whthr you think ach of th following qustions is tru (T), fals (F), or uncrtain (U) and brifly
STATEMENT OF INSOLVENCY PRACTICE 3.2
STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr
Vector Network Analyzer
Cours on Microwav Masurmnts Vctor Ntwork Analyzr Prof. Luca Prrgrini Dpt. of Elctrical, Computr and Biomdical Enginring Univrsity of Pavia -mail: [email protected] wb: microwav.unipv.it Microwav Masurmnts
The Constrained Ski-Rental Problem and its Application to Online Cloud Cost Optimization
3 Procdings IEEE INFOCOM Th Constraind Ski-Rntal Problm and its Application to Onlin Cloud Cost Optimization Ali Khanafr, Murali Kodialam, and Krishna P. N. Puttaswam Coordinatd Scinc Laborator, Univrsit
