A Geographical Location Based Satellite Selection Scheme for a Novel Constellation Composed of Quasi-Geostationary Satellites

Size: px
Start display at page:

Download "A Geographical Location Based Satellite Selection Scheme for a Novel Constellation Composed of Quasi-Geostationary Satellites"

Transcription

1 A Gographical Location Basd Satllit Slction Schm for a Novl Constllation Composd of Quasi-Gostationary Satllits Tarik Talb, Umith Dharmaratna, Ni Kato, and Yoshiaki Nmoto Graduat School of Information Scincs, Tohoku Univ., apan talb, kato@it.ci.tohoku.ac.jp, nmoto@nmoto.ci.tohoku.ac.jp Abstract In ordr to raliz th dram of global broadband covrag, th nd for satllit communication systms has grown rapidly during th last fw yars. Svral Low Earth Orbit (), Mdium Earth Orbit (MEO), and Gostationary(GEO) satllit constllations hav bn thus proposd in th rcnt litratur. Howvr, ths constllations ithr rquir a potntial numbr of satllits or ar unabl to provid data transmission with high lvation angls. This papr proposs a nw satllit constllation composd of Quasi Gostationary Satllits. Th main advantag of th constllation is in its ability to provid global covrag with a significantly small numbr of satllits whil, at th sam tim, maintaining high lvation angls. Sinc nd-trminals can b simultanously covrd by plural satllits in th proposd constllation, a schm is proposd to slct th most appropriat satllit for communication. Th slction is basd on th gographical location information of nd-trminals. Th fficincy of th proposd schm is vrifid through a st of simulations. Simulation rsults rval th good prformanc of th proposd mthod in rducing th dlay, th dlay variation, and ultimatly improving th ovrall quality of srvic. I. INTRODUCTION Nw multimdia srvics rquir mor cost-ffctiv, high-quality, and high-spd tlcommunication tchnologis. Larg-scal dploymnt of ths wid-band srvics in a mtropolitan ara with a potntially larg numbr of usrs is a challnging task for trrstrial tchnologis. Satllit ntwork systms ar sn as an attractiv solution to raliz th vision of a global broadband multimdia infrastructur []. This is bcaus of thir xtnsiv gographic rach, flxibl and rapid dploymnt faturs, and inhrnt multicast capabilitis. Furthrmor, givn th rcnt advancs and ongoing improvmnts in satllit tchnologis, broadband satllit basd multimdia srvics ar likly to opn a promising and strong markt for srvic providrs and oprators in th nar futur [] [3] [4]. In th rcnt litratur, a numbr of Low Earth Orbit (), Mdium Earth Orbit (MEO), and Gostationary (GEO) satllit constllations hav bn proposd to provid broadband srvics. For mor than two dcads, GEO satllit systms hav bn usd for providing commrcial srvics. Thy hav, howvr, faild in providing data transmission with high lvation angls ovr high latitud rgions. In Tokyo, for xampl, th lvation dos not xcd. In GEO systms, nd-trminals, mainly mobil usrs, xprinc consquntly frqunt cut-offs of propagation signals du to high buildings and mountains. Th proposd and MEO satllit constllations rquir, on th othr hand, a larg numbr of satllits for global covrag. Thy ar thus charactrizd by frqunt handovr occurrncs [5] [6]. Additionally, thir satllits can b usd for only a short lif span. As a rmdy to th abov issus, this papr proposs a novl constllation composd of long-lif span Quasi-Gostationary Orbit (Quasi-GSO) satllits. Th strngth of th constllation is in its ability to provid global covrag with a significantly small numbr of satllits whil, at th sam tim, maintaining high lvation angls. Th architctur of th proposd constllation is dynamic in its natur, yt xhibits significantly lss mobility than or MEO constllations. Nvrthlss, to dal with issus rlatd to th initial st-up of connctions or handovr phnomnon, nd-trminals should b acquird with th ability of slcting th most appropriat satllit. Applying th baslin satllit slction procdur [7], th most widly usd mthod for rsarch on and MEO satllit constllations, to th proposd constllation rsults in unncssarily longr dlays and highr lvls of dlay variation. To dal with such an issu, th covrag ara of th constllation is dividd into a numbr of rgions and a satllit slction schm is dvlopd basd on information rlatd to th gographical location of nd-trminals. Th rmaindr of this papr is structurd as follows. Sction II givs a brif dscription of th Quasi-GSO satllit systms and highlights som of thir main mrits. Th ky dsign philosophy and distinct faturs that wr incorporatd in th proposd constllation ar prsntd in Sction III. Following this, Sction IV portrays in dtail th satllit slction schm proposd for th considrd Quasi-Gostationary satllit constllation. In Sction V, th proposd satllit slction mthod is valuatd through a st of simulations. Simulation rsults ar discussd in th sam sction. Th papr concluds in Sction VI with a summary rcapping th main advantags and achivmnts of th proposd constllation. II. QUASI-GEOSTATIONARY ORBIT SATELLITE SYSTEM For mor than thr dcads, satllit systms hav bn succssful in providing som commrcial srvics. Currntly, thr ar two typs of broadband satllit systms: low-altitud arth orbit and gostationary satllit systms. Th formr rquirs a hug infrastructur invstmnt and has cratd som doubts on its conomical practicality mainly aftr th rcnt financial failur of th Iridium systm. Th lattr, on th

2 Systm ID Numbr Satllit Satllit Satllit B S Rgions 3 N A 4 Latitud Elvation Angl Tim (s) C 9 Fig.. Elvation angl variation of th thr satllits obsrvd from Tokyo othr hand, fails to provid a consistntly high-lvation angl and consquntly xprincs frqunt incidncs of signal propagation cut-off du to tall buildings or mountains. Nds for a systm whr satllits hav a clar lin of sight to th ground, in conjunction with covrag of high latitud rgions, hav sparkd th dvlopmnt of nw cost-ffctiv satllit communication systms calld Quasi-Gostationary Orbit satllit systms [8]. Quasi-GSO satllit systms provid constant covrag ovr a particular ara of th Earth through mploymnt of a sris of satllits. Th Quasi-GSO satllits complt on full orbit pr day in synchronization with th Earth s rotation, dscribing a north-south figur of ight locus cntrd around a point on th quator. Th Quasi-GSO satllit systm consists of at last thr satllits placd in circular orbits at an inclination angl of approximatly rlativ to th gostationary orbit. Th satllits ar placd in orbit such that on would b positiond almost dirctly abov th targt ara at any givn point in tim. Th Quasi-GSO satllits guarant a minimum angl and highr valus of lvation of lvation of at last angl can b achivd by using mor than thr satllits. Fig. shows th variation of th lvation angls of a QuasiGSO systm mad of thr satllits obsrvd by a trminal in Tokyo. Quasi-GSO satllit systms ar a promising altrnativ to convntional satllits in gostationary or low-altitud orbits. Thy can dlivr hug amounts of broadcasts at high spd with high quality, and without bing obstructd by tall buildings. Thy hav bn considrd fficint for vhicular satllit communications, frquncy sharing in fixd satllit communications, positioning systms, and north and south polar rgions obsrvation. In addition, thy ar particularly wll suitd to th provision of vido-on-dmand, a srvic whr signal propagation blockings ar not tolratd. It should b strssd that th inhrnt issus with latncy of QuasiGSO satllits should not pos challngs for dlivry of high quality multimdia. This papr aims to study how a constllation of ths satllits could b usd to provid global broadband covrag. III. OVERVIEW OF THE Q UASI -GSO S ATELLITE C ONSTELLATION Th abstract configuration of th constllation is concptually dpictd in Fig.. Th figur portrays th orbits of six E7 W3 W7 W E5 E Longitud No Covrag Covrag by on Satllit Covrag by two Satllits Covrag by thr Satllits Fig.. Illustration of th proposd Quasi-GSO constllation (This is an ditd imag, gnratd by th Satllit constllation Visualizr (SaVi), at Quasi-GSO systms. Each systm consists of thr satllits, giving ris to only 8 satllits in th whol constllation. Stting th minimum valu of th lvation angl to 4, th constllation can provid covrag to th whol glob. It should b mphasizd that th constllation can provid lvation angls largly highr than 4 ovr middl-latitud rgions. Th longr lif span of satllits in gosynchronous orbits, in conjunction with th small numbr of rquird satllits, maks th cost of th whol constllation mor rasonabl than most proposd or MEO systms. Morovr, du to th insignificant mobility charactristic of th constllation, th mobility managmnt rlatd cost of th systm bcoms chapr also. Concrning intr-satllit links, two typs ar considrd: Intra-Systm and Intr-Systm links. Intra-Systm links rfr to th thr links that connct th thr satllits of a givn systm, and ar dubbd Intra-Systm Intr-Satllit Links (Intra-SISLs) throughout this papr. Convrsly, Intr-Systm links rprsnt th thr links that joint btwn a satllit of a givn systm and its corrspondnt in th nighboring systm. Intr-Systm links ar rfrrd to as Intr-Systm Intr-Satllit Links (Intr-SISLs) throughout this papr. It should b notd that Intr-SISLs ar of fixd lngth, whras Intra-SISLs vary in lngth. For as of illustration of Fig., both Intr-Systm and Intra-Systm links ar not plottd. Systm Iridium NLS Tldsic Skybridg Clstri Globalstar Orbilink GEO(3) Quasi-GSO Orbital Latitud MEO GEO GEO Numbr Satllits Elvation Angl covrag (%) TABLE I C OMPARISON WITH OTHER SATELLITE CONSTELLATIONS

3 Tabl I compars th proposd constllation to othr satllit constllations. Th Quasi-GSO constllation is capabl of providing almost global covrag with lss numbr of satllits and high lvation angl. Th frquncy of handovr occurrncs in th constllation is significantly lowr compard to that of or MEO constllations (3 to 6 handovrs pr day). Th ntwork topology is hnc simpl and asy to manag. On th othr hand, th round trip propagation dlay is around. Th constllation is thus not suitabl for dlaysnsitiv applications. It can b, howvr, a good candidat for th provision of applications that ar not affctd by long latncy [9]. Notabl xampls ar Vido-on-Dmand (VoD), liv broadcasting, distanc larning, onlin radio, mssaging, and Global Positioning Systm srvics (GPS). Although th mobility of th proposd Quasi-GSO satllit constllation is insignificant in comparison with or MEO constllations, nd-trminals ar not always continuously connctd to th sam satllit in th constllation during th ntir communication tim. Handovr of Ground to Satllit Link (GSL) to a nw satllit may b thus rquird during th connction tim. Having th minimum lvation angl st to 4, divrsity covrag bcoms rif in this typ of constllation. Fig. 3 shows th variation of th divrsity covrag of on Quasi-GSO satllit systm ovr a tim intrval of ight hours. To cop with this divrsity covrag issu, th baslin satllit slction procdur simply slcts th satllit with th highst lvation angl during th initial stup of connctions or upon a handovr occurrnc [7]. Applying such a mchanism to th proposd constllation rsults in long dlays and significant dlay variations, mainly whn th connction is st btwn two gographically clos trminals. Furthrmor, sinc handovrs occur rarly in th proposd constllation, th slction of an inappropriat satllit may influnc th ovrall connction prformanc for a long priod of tim. In othr words, till th chosn satllit falls blow th lvation mask and th nxt handovr taks plac. In short, a mor accurat satllit slction schm is rquird for th considrd constllation. Th nxt sction dscribs in dtail th satllit slction schm proposd for th Quasi-GSO constllation. IV. SATELLITE SELECTION SCHEME FOR THE QUASI-GSO SATELLITES CONSTELLATION This sction givs an oprational ovrviw of th proposd satllit slction schm. Bfor dlving into dtails of th schm, th following obsrvations should b mad. Firstly, sinc th six Quasi-GSO systms, considrd in th constllation, ar similar, focus is on only on of thm. Th lngth of GSL links,, can b calculatd as follows: "! () # %$'&)(+*, whr and * dnot th satllit altitud and th lvation angl to a satllit from th trminal, rspctivly. Sinc th satllit altitud of th constllation is high, th lngth of GSL Th constllation rturns back to its initial position vry ight hours. varis drastically upon a small variation in th lvation angl. This ultimatly affcts th propagation dlay. Th lvation angl should b thus maximizd to rduc th propagation dlay variation. In th Quasi-GSO orbit, th vrtical spd of satllits rlativ to Earth is not stabl. For xampl, satllits mov fastr nar th cntr of th locus, and slow down at th orbit uppr and lowr tip. To dal with such an issu, th minimum lvation angl should b dynamic and should tak diffrnt valus for diffrnt latituds. Using on minimum lvation angl for th whol constllation, as in th baslin mthod, rsults in drastic dlay variation ovr th Quasi-GSO Satllit constllation. Th covrag ara of a singl Quasi-GSO systm is dividd into thr rgions such that ach rgion is covrd by only on satllit. Rcall that th covrag ara of on systm is in latitud and - in longitud from ach sid of th locus cntr. Basd on latitud, th thr rgions ar dtrmind as follows (Fig. ):. Rgion /3 : Trminals in th northrn part of th glob with latituds gratr than :<;78& (4 >= latitud). Rgion /? : Trminals with latituds within th 58A<9:<;7& and ( DC latitud C 4 ). Rgion /E GF Trminals in southrn part of th glob with latitud smallr than 58A<9:<;78& (latitud ) whr $ idntifis th numbr of th systm in th constllation. Northrn latitud and southrn latitud ar slctd as boundaris for th thr rgions as two satllits of th systm lin up on N or S vry four hours. Trminals in both rgions / 3 and /E prform handovr of GSL vry ight hours, whras usrs in rgion /I? prform handovr vry four hours. Upon handovr occurrncs, nd-trminals us function to slct th most appropriat satllit to communicat through. Th slction dpnds intuitivly on th rgion ndtrminals ar locatd in and th tim of th handovr. Function is formd from thr sub-functions. Each sub-function concrns nd-trminals in a spcific rgion. Trminals blonging to diffrnt rgions gt connctd always to diffrnt satllits. Th satllit slction function,, is dfind as: (LKNM OQPRM O9ST,)! U V WYX (L9 S,Z/ 3 X? (+9ST,[/? X E (+9ST,\/ E whr K M and P M dnot th longitud and latitud of trminal ], rspctivly. 9QS dnots th currnt tim of th day. Outputs of ar,, or. Ths valus corrspond to th ID of th satllit a trminal should gt connctd to at tim 9TS. Satllits ar idntifid as follows. In a systm with a locus cntr at longitud ^, th initial stat of a satllit (at tim _ ) and its corrspondnt idntifir ar givn in Tabl II. Dpnding on th initial positions of satllits and th tim rquird by ach ()

4 c o g (a) t=t (b) t=t+h (c) t=t+h (d) t=t+3h () t=t+4h (f) t=t+5h (g) t=t+6h (h) t=t+7h Fig. 3. Covrag variation of a Quasi-GSO Systm, T:Tim th constllation is in initial position, t:tim lapsd in hours (Ths ar ditd imags, gnratd by th Satllit constllation Visualizr (SaVi), at to cross a givn rgion (Fig. 3), functions X (L9 S,, X?`(+9 S,, and X Ea(+9 S, ar dfind as follows: X (L9 S,b!dcf 9 SaC _hg - i jlk gm i j 9Sa=n_hg (3) j whr! (+9 Spo _ o,qir sg t5ru<v -rw. X? (L9Sq,)!Dc 9 SaC _xg (+9 Spo _ o,qir sg t5ruyv -wz9 S =m_xg (4) X Ea(+9 S,)! 9S C _{g{ (+9S o _ o,qi t5ru<v -rw 9S}=m_{g{ (5) Fig. 4. Propagatoin Dlay (ms) Baslin Satllit Slction Gographical Location Basd Satllit Slction Longitud diffrnc btwn th dstination and sourc nods ( ο ) Dlay variation xprincd by UDP connctions in rgion Šˆ Œ Satllit ID Initial longitud Initial latitud of satllit of satllit ~ ~" ƒ N % ~ˆ S % TABLE II SATELLITES IDENTIFICATION AND THEIR INITIAL POSITIONS Information on th gographical location of trminals and th currnt tim ar rquird to slct th most appropriat satllit. In th rcnt litratur, svral approachs hav considrd th inclusion of gographical location information in trminal addrsss [] []. In addition, a satllit slction mthod basd on gographical location information is proposd in []. Currnt tim can b asily obtaind from th systm clock of th trminal. Th abov approach can b fairly implmntd in ndtrminals. Trminals will b accordingly abl to slct th most appropriat satllit to communicat via. In cas of fixd trminals, handovrs can b initiatd by satllits. Satllits should kp thus track of th nxt handovr tim. This opration can b programmd in advanc in th satllits. Handovrs occur whn two satllits of th sam systm lin up at latituds N or S. At this tim, th Intra-SISL dlay btwn th two satllits taks its shortst valu. This minimizs th communication ovrhad (in trms of tim and systm cost) causd by th handovr. In cas of mobil trminals, handovrs can b initiatd by trminals whn thy ntr th covrag ara of anothr satllit. V. EVALUATION OF THE PROPOSED SCHEME Having dscribd th proposd satllit slction schm, focus is now on valuating its prformanc. Evaluation rlis Fig. 5. Propagatoin Dlay (ms) Baslin Satllit Slction Gographical Location Basd Satllit Slction Longitud diffrnc btwn th dstination and sourc nods ( ο ) Dlay variation xprincd by UDP connctions in rgion Š)ŽlŒ on computr simulation, using Ntwork Simulator- (NS-) [3]. Sinc th Quasi-QSO satllit systm is symmtrical around th quator, simulations ar conductd considring th cas of only northrn latitud rgions / 3 and /?. A UDP packt is snt from a sourc to a dstination vry minut during a tim priod of 4 hours (44 packts). imum, minimum, and avrag path propagation dlays ar calculatd for th transmittd 44 packts. Similar simulations ar carrid out for various sourc and dstination pairs with diffrnt latituds. In rgion /?, sourc and dstination latituds ar varid from th Equator to northrn latitud with an intrval of (Fig. ). As for trminals within rgion /3, latituds ar varid from northrn latitud to northrn latitud with an intrval of. Th longitud diffrnc btwn a sourc and a dstination is varid from E5 to E55 with a intrval for ach sourc and dstination pair. Th longitud of th cntr of th Quasi-GSO systm locus is st at E4 (Fig. ). Th prformanc of th proposd schm is compard to that of th baslin satllit slction

5 approach. In all conductd simulations, th rsults show that th proposd schm achivs significant rduction in both dlay and dlay variation for trminals in both rgions / 3 and /?. Figs. 4 and 5 ar two xampls (among many) that illustrat th good prformanc of th proposd schm ovr th baslin approach in rducing th dlay and dlay variation. Th two figurs show th dlay and dlay variation of two UDP connctions stablishd ovr rgions / 3 and /?, rspctivly. In Fig. 4, th sourc is fixd at N3 and E5. Th latitud of th dstination is st at N45, whras its longitud is varid. Th X axis dnots th diffrnc btwn th longituds of th dstination and sourc nods. Th sourc in Fig. 5 is st at N5 and E5. Th latitud of th dstination is fixd at N5 whil its longitud is varid. Whn th baslin satllit slction schm is usd, trminals ar connctd via ithr th sam satllit or two diffrnt satllits. In cas of th baslin satllit slction schm, th maximum dlay valus in Figs. 4 and 5 dpict th dlay whn trminals ar connctd to diffrnt satllits, whil th minimum valus show th dlay whn trminals ar connctd to th sam satllit. Th two figurs show that th avrag dlay of th proposd mthod is always clos to th minimum dlay of th baslin mthod. This rsult indicats that th proposd schm succds in making trminals communicat via th sam satllit. In both cass, th proposd schm achivd a rduction of ovr 9% in th dlay variation. Rduction in th avrag dlay was of about %. Trminals blonging to two diffrnt rgions usually communicat via two diffrnt satllits. Consquntly, in cas of two trminals blonging to two diffrnt rgions, yt gographically clos to ach othr, an ISL will b rquird for communication. This will intuitivly lad to highr propagation dlays. A rmdy to this issu can b mad by including latitud diffrnc (btwn two trminals) as a paramtr in th satllit slction function. VI. CONCLUSION In this papr, a novl satllit constllation was proposd. Th constllation compriss six Quasi-GSO satllit systms. Each Quasi-GSO systm consists of thr satllits. Th positions of th systms ar dcidd in a mannr that most dns citis with high buildings (i. Nw York City) or mountainous rgions ar ntirly covrd by th systms. Th constllation would b abl thn to covr most populatd rgions of Earth with only satllits. Obsrving that th and r - q systms (Fig. ) covr th Pacific and Atlantic ocans rspctivly, and sinc signal blockings ar not an issu in such aras, th numbr of satllits in th constllation can b furthr rducd to by rmoving th two systms from th constllation. Th constllation maintains transmission with a minimum lvation angl of 4. High latitud rgions that hav bn dprivd from transmission with high lvation angls, should no mor xprinc signal blockings. Furthrmor, th constllation is fairly asy to manag bcaus of its small numbr of satllits and lss mobility charactristic. Th constllation can b sn as a good infrastructur for providing dlay-insnsitiv multimdia applications, such as VoD and distanc larning. A satllit slction schm for th Quasi-GSO constllation was also proposd. Th covrag ara of ach Quasi-GSO systm was dividd into thr rgions such that ach rgion is covrd by at last on satllit at any givn tim. Slction of th most appropriat satllit dpnds on th gographical location of trminals and th handovr occurrnc tim. Th prformanc of th proposd schm was valuatd and compard to that of th baslin satllit slction schm. Extnsiv simulation rsults lucidatd th bttr prformanc of th proposd schm in rducing both th ovrall dlay and dlay variation. Anothr crdit of th proposd schm consists in liminating th last hop ambiguity that xists in and MEO constllations. Indd, sinc trminals in a gographical location should b ncssarily connctd to a known satllit, packt forwarding among satllits can b prformd according to a gographical location basd routing protocol as proposd in []. This will significantly rduc th additional ovrhad that may b du to routing procdurs. Finally, it is our hop that th findings in this papr may contribut in th construction of a nw constllation and hlp to a bttr undrstanding of Quasi-GSO systms whil stimulating furthr work in th ara. REFERENCES [] P. Chitr and F. Ygnoglu, Nxt-Gnration Satllit Ntworks: Architcturs and Implmntations, IEEE Commun. Magazin, Vol. 37, No. 3, Mar. 999, pp [] F. Carducci and G. Losquadro, Th EuroSkyWay Worldwid Systm Providing Broadband Srvic to Fixd and Mobil End-Usrs, Int.. Satll. Commun., Vol. 7, No.-3, 999, pp [3] M. Holzbock, Y.F. Hu, A. ahn, and M. Wrnr, Evolution of Aronautical Communications for Prsonal and Multimdia Srvics, IEEE Commun. Magazin, Vol. 4, No. 7, ul. 3, pp [4] T. L-Ngoc, V. Lung, P. Takats, and P. Garland, Intractiv Multimdia Satllit Accss Communications, IEEE Commun. Magazin, Vol. 4, No. 7, ul. 3, pp [5] T. Talb, N. Kato, and Y. Nmoto, An Explicit and Fair Window Adjustmnt Mthod to Enhanc TCP Efficincy and Fairnss ovr Multi- Hops Satllit Ntworks., IEEE. Slct. Aras in Commun., Vol., No., Fb. 4, pp [6] T. Talb, N. Kato, and Y. Nmoto, A Rcursiv, Explicit and Fair Mthod to Efficintly and Fairly Adjust TCP Windows in Satllit Ntworks, in Proc. of IEEE Int. Conf. Commun., Paris, Franc, un. 4. [7] L. Wood, Intrntworking with Satllit Constllations, Ph. D thsis, Univ. of Surry, un.. [8] K. Kimura, Elvation Proprtis of Quasi-Znith Satllit Systms Using Circular Orbits, IEICE Trans. on Commun., Vol.E87-B, No.8, Aug. 4, pp4-5. [9] T. Talb, N. Kato, and Y. Nmoto, On-Dmand Mdia Straming to Hybrid Wird/Wirlss Ntworks ovr Quasi-Go Stationary Satllit Systms, Elsvir. on Computr Ntworks, Vol. 47, No., Fb. 5. pp [] T. Hain, An IPv6 Providr-Indpndnt Global Unicast Addrss Format, Intrnt Draft, draft-hain-ipv6-pi-addr-5.txt, Aug. 3. [] T. Hndrson, Ntworking ovr Nxt-Gnration Satllit Systms, Ph. D thsis, Univ. of California, 999. [] U. Dharmaratna, T. Tsunoda, N. Kato, and Y. Nmoto, A Satllit Slction Mthod for Walkr Dlta Satllit Ntworks, IEICE Trans. on Commun., Vol.E87-B, No.8, Aug. 4, pp [3] UCB/LBNL/VINT, Ntwork Simulator - ns (vrsion ),

TWO REFERENCE japollo LUNAR PARKING - ORBITS / T. P. TIMER. (NASA CR OR rmx OR AD NUMBER) OCTOBER 1965 GODDARD SPACE FLIGHT CENTER

TWO REFERENCE japollo LUNAR PARKING - ORBITS / T. P. TIMER. (NASA CR OR rmx OR AD NUMBER) OCTOBER 1965 GODDARD SPACE FLIGHT CENTER x-543-55-399 * 1 TWO REFERENCE japollo LUNAR PARKING - ORBITS / I - -. -! BY T. P. TIMER,< CFSTI PRICE(S) $ c 4 (PAGES1 (NASA CR OR rmx OR AD NUMBER) 277 I (CATEGORY) ff 653 July 65 OCTOBER 1965,r ; I

More information

Going Below the Surface Level of a System This lesson plan is an overview of possible uses of the

Going Below the Surface Level of a System This lesson plan is an overview of possible uses of the Titl Acknowldgmnts Ovrviw Lngth Curriculum Contxt Lsson Objctiv(s) Assssmnt Systms Thinking Concpt(s) Instructional Considrations Matrials Going Blow th Surfac Lvl of a Systm This lsson plan is an ovrviw

More information

Design of a Low Noise Amplifier in 0.18µm SiGe BiCMOS Technology

Design of a Low Noise Amplifier in 0.18µm SiGe BiCMOS Technology Dsign of a Low Nois Amplifir in 0.8µm SiG BiCMOS Tchnology Astract Wi Wang, Fng Hu, Xiaoyuan Bao, Li Chn, Mngjia Huang Chongqing Univrsity of Posts and Tlcommunications, Chongqing 400065, China A 60GHz

More information

AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME

AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME AN ANALYSIS OF TELEPHONE MESSAGES: MINIMIZING UNPRODUCTIVE REPLAY TIME Michal D. Fltwood, Danill L. Paig, Chris S. Fick, and Knnth R. Laughry, Sr. Dpartmnt of Psychology Ric Univrsity Houston, TX flt@ric.du

More information

Optimize Neural Network Controller Design Using Genetic Algorithm

Optimize Neural Network Controller Design Using Genetic Algorithm Procdings of th 7th World Congrss on Intllignt Control and Automation Jun 25-27, 28, Chongqing, China Optimiz Nural Ntwork Controllr Dsign Using Gntic Algorithm Aril Kopl, Xiao-Hua Yu Dpartmnt of Elctrical

More information

DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14.

DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14. SPORT NORTHERN IRELAND DISCUSSION ON THE TIMEFRAME FOR THE ACHIEVEMENT OF PE14. 1. PURPOSE OF PAPER 1.1 Th purpos of this papr is: to updat mmbrs on progrss that is bing mad in achiving Stratgy targt PE14

More information

Blind Estimation of Block Interleaver Parameters using Statistical Characteristics

Blind Estimation of Block Interleaver Parameters using Statistical Characteristics Advancd Scinc and Tchnology Lttrs Vol.139 (FGC 2016), pp.51-56 http://dx.doi.org/10.14257/astl.2016.139.10 Blind Estimation of Block Intrlavr Paramtrs using Statistical Charactristics Jinwoo Jong 1, Youngkyun

More information

Or-Light Efficiency and Tolerance New-generation intense and pulsed light system

Or-Light Efficiency and Tolerance New-generation intense and pulsed light system Or-Light Efficincy and Tolranc Nw-gnration intns and pulsd light systm Dr Patricia BERGER INTRODUCTION Th us of pulsd and intns light systms (polychromatic, non-cohrnt and non-focussd light) is a commonly

More information

e/m apparatus (two similar, but non-identical ones, from different manufacturers; we call them A and B ) meter stick black cloth

e/m apparatus (two similar, but non-identical ones, from different manufacturers; we call them A and B ) meter stick black cloth Stony Brook Physics Laboratory Manuals Lab 6 - / of th lctron Th purpos of this laboratory is th asurnt of th charg ovr ass ratio / for th lctron and to study qualitativly th otion of chargd particls in

More information

EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW

EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW EXPERIMENT 4 DETERMINATION OF ACCELERATION DUE TO GRAVITY AND NEWTON S SECOND LAW I. Introduction. Thr ar two objctivs in this laboratory xrcis. Th first objctiv, (A), is th study of th bhavior of a body

More information

Difference in Characteristics of Self-Directed Learning Readiness in Students Participating in Learning Communities

Difference in Characteristics of Self-Directed Learning Readiness in Students Participating in Learning Communities Advancd Scinc and Tchnology Lttrs, pp.135-14 http://dx.doi.org/1.14257/astl.215.92.28 Diffrnc in Charactristics of Slf-Dirctd Larning Radinss in Studnts Participating in Larning Communitis Hur, Young Ju

More information

PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER

PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER Not: this papr was not abl to b rviwd in accordanc with DEST rquirmnts. PRELIMINARY STUDY ON DISPLACEMENT-BASED DESIGN FOR SEISMIC RETROFIT OF EXISTING BUILDINGS USING TUNED MASS DAMPER Chang-Yu Chn 1

More information

Dr She Lok, Dr David Greenberg, Barbara Gill, Andrew Murphy, Dr Linda McNamara

Dr She Lok, Dr David Greenberg, Barbara Gill, Andrew Murphy, Dr Linda McNamara Dr Sh Lok, Dr David Grnbrg, Barbara Gill, Andrw Murphy, Dr Linda McNamara This is a joint working projct btwn Mount Vrnon Cancr ntwork and Roch Products Ltd. 1 Introduction Dscrib th work that Mount Vrnon

More information

EXECUTIVE SUMMARY 1. CLEAN. - meets recreational water quality guideline 2. GREEN

EXECUTIVE SUMMARY 1. CLEAN. - meets recreational water quality guideline 2. GREEN EXECUTIVE SUMMARY Mting Public Accssibility and Rcrational Nds in Urban Watrfront Opn Spac Systms: A Comparati.v Analysis of Missi.ssauga and Etobicok l

More information

SinoAero 1.8M Flyaway Antenna. Installation Instructions(C and Ku band Applicable)

SinoAero 1.8M Flyaway Antenna. Installation Instructions(C and Ku band Applicable) SinoAro 1.8M Flyaway Antnna Installation Instructions(C and Ku band Applicabl) 1 Th antnna proprty 1.1 Elctric proprty 1.1.1 frquncy: Transmission: 5.925~6.425GHz Rcption: 3.7~4.2GHz 1.1.2 Gain: Transmission:

More information

List 3 ways these pictures are the same, and three ways they are different.

List 3 ways these pictures are the same, and three ways they are different. List 3 ways ths picturs ar th sam, and thr ways thy ar diffrnt. Human Nuron Comptition i i i i Follow dirctions on th sht in Bindr. 1. Mak Storyboard today and all plans to show nuron firing 2. Monday

More information

National Assessment in Sweden. A multi-dimensional (ad)venture

National Assessment in Sweden. A multi-dimensional (ad)venture Challngs in Educational Masurmnt Contnt, Mthods and Consquncs Gothnburg, 12 Oct. 2016 National Assssmnt in Swdn A multi-dimnsional (ad)vntur Gudrun Erickson Univrsity of Gothnburg Dpt. of Education and

More information

Reliability Demonstration Test Plan

Reliability Demonstration Test Plan Rliability Dmonstration Tst Plan STATGRAPHICS Cnturion Rv. 6/7/04 Summary... Exampl... Analysis Window... Output... 4 Calculations... 5 Distributions... 5 Summary This procdur crats tst plans to dmonstrat

More information

Design and simulation of the microstrip antenna for 2.4 GHz HM remote control system Deng Qun 1,a,Zhang Weiqiang 2,b,Jiang Jintao 3,c

Design and simulation of the microstrip antenna for 2.4 GHz HM remote control system Deng Qun 1,a,Zhang Weiqiang 2,b,Jiang Jintao 3,c Dsign and simulation of th microstrip antnna for 2.4 GHz HM rmot control systm Dng Qun 1,a,Zhang Wiqiang 2,b,Jiang Jintao 3,c 1,2,3 Institut of Information Enginring &Tchnical, Ningbo Univrsity,Ningbo,

More information

CUSTOMIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAMMING PROPOSED MODEL

CUSTOMIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAMMING PROPOSED MODEL CUSTOIZED INSTRUCTIONAL PEDAGOGY IN LEARNING PROGRAING PROPOSED ODEL 1 UHAED YOUSOOF, OHD SAPIYAN 1 Dhofar Univrsity, Dpartmnt of IS, Salalah, OAN GUST, Dpartmnt of Computr Scinc, Kuwait, KUWAIT E-mail:

More information

Cattle Finishing Net Returns in 2017 A Bit Different from a Year Ago Michael Langemeier, Associate Director, Center for Commercial Agriculture

Cattle Finishing Net Returns in 2017 A Bit Different from a Year Ago Michael Langemeier, Associate Director, Center for Commercial Agriculture May 2017 Cattl Finishing Nt Rturns in 2017 A Bit Diffrnt from a Yar Ago Michal Langmir, Associat Dirctor, Cntr for Commrcial Agricultur With th xcption of May 2016, monthly fd cattl nt rturns wr ngativ

More information

Form. Tick the boxes below to indicate your change(s) of circumstance and complete the relevant sections of this form

Form. Tick the boxes below to indicate your change(s) of circumstance and complete the relevant sections of this form tification of chang of circumstancs for EU studnts on full-tim courss - Acadmic Yar 2013/14 Form EUCO1 This form is also availabl at www.gov.uk/studntfinanc First nam(s) Surnam/family nam Important information

More information

Implementation of a planar coil of wires as a sinusgalvanometer. Analysis of the coil magnetic field

Implementation of a planar coil of wires as a sinusgalvanometer. Analysis of the coil magnetic field mplmntation of a planar coil of wirs as a sinusgalvanomtr Analysis of th coil magntic fild Dimitar G Stoyanov Sofia Tchnical Univrsity, Slivn Enginring and Pdagogical Faculty, 59 Burgasko Shoss Blvd, 88

More information

Presentation to the Senate Committee on Health & Human Services June 16, The University of Texas Health Science Center at Houston (UTHealth)

Presentation to the Senate Committee on Health & Human Services June 16, The University of Texas Health Science Center at Houston (UTHealth) Prsntation to th Snat Committ on Halth & Human Srvics Jun 16, 2016 Th Univrsity of Txas Halth Scinc Cntr at Houston (UTHalth) Stphn Glazir, MBA, FACHE Chif Oprating Officr, UTHalth HCPC 1 Th UTHalth Harris

More information

Rudolf Huber GmbH ELECTROMAGNETIC TOOTH CLUTCHES

Rudolf Huber GmbH ELECTROMAGNETIC TOOTH CLUTCHES Rudolf Hubr GmbH ELECTROMAGNETIC TOOTH CLUTCHES Aubingrwg 41 82178 Puchhim Tl: +49 (0)89 89026426 Fax: +49 (0)89 89026427 www.mz-kupplungn.d info@hubr-prazisionsmchanik.d Elctromagntic tooth clutchs with

More information

How to Combine Expert (or Novice) Advice when Actions Impact the Environment?

How to Combine Expert (or Novice) Advice when Actions Impact the Environment? How to Combin Exprt (or Novic) Advic whn Actions Impact th Environmnt? Danila Pucci d Farias Dpartmnt of Mchanical Enginring Massachustts Institut of Tchnology Cambridg, MA 02139 pucci@mit.du Nimrod Mgiddo

More information

Alternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders.

Alternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders. SIDE MOTOR MOUNT Drawn 09-15-2013 Altrnat Mount and Location for a Trolling Motor Rv. 09-21-2013 Print in Landscap Mod with ¼ inch bordrs. Th primary purpos of locating th trolling motor nxt to th oprator

More information

Alternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders.

Alternate Mount and Location for a Trolling Motor. Print in Landscape Mode with ¼ inch borders. SIDE MOTOR MOUNT Altrnat Mount and Location for a Trolling Motor Drawn 09-15-2013 Rv. 07-11-2016 Print in Landscap Mod with ¼ inch bordrs. Th primary purpos of locating th trolling motor nxt to th oprator

More information

Research on reforming the teaching of satellite communications based on STK

Research on reforming the teaching of satellite communications based on STK World Transactions on Enginring and Tchnology Education Vol.11, No., 013 013 WIETE Rsarch on rforming th taching of satllit communications basd on STK Fijiang Huang, Guangcan Liu, Xiaoyong Li & Wang Shn

More information

Emerging Subsea Networks

Emerging Subsea Networks MODELLING OF NONLINEAR FIBER EFFECTS IN SYSTEMS USING CODIRECTIONAL RAMAN AMPLIFICATION Nlson Costa (Coriant Portugal), Lutz Rapp (Coriant R&D GmbH) Email: nlson.costa@coriant.com Coriant Portugal, R.

More information

Evaluation of Accuracy of U.S. DOT Rail-Highway Grade Crossing Accident Prediction Models

Evaluation of Accuracy of U.S. DOT Rail-Highway Grade Crossing Accident Prediction Models 166 TRANSPORTATION RESEARCH RECORD 1495 Evaluation of Accuracy of U.S. DOT Rail-Highway Grad Crossing Accidnt Prdiction Modls M.I. MUTABAZI AND W.D. BERG Svral vrsions of th U.S. Dpartmnt of Transportation

More information

Car Taxes and CO 2 emissions in EU. Summary. Introduction. Author: Jørgen Jordal-Jørgensen, COWI

Car Taxes and CO 2 emissions in EU. Summary. Introduction. Author: Jørgen Jordal-Jørgensen, COWI Car Taxs and CO 2 missions in EU Author: Jørgn Jordal-Jørgnsn, COWI Summary Th ful fficincy of passngr cars is oftn mphasisd as on of th most significant aras of action in trms of limiting th transport

More information

An Empirical Analysis of Software Productivity

An Empirical Analysis of Software Productivity An Empirical Analysis of Softwar Productivity Martin Shpprd, Carolyn Mair, Pkka Forslius Abstract Th aim of our rsarch is to discovr what factors impact softwar projct productivity (masurd as function

More information

MATH 1300: Finite Mathematics EXAM 1 15 February 2017

MATH 1300: Finite Mathematics EXAM 1 15 February 2017 MATH 1300: Finit Mathmatics EXAM 1 15 Fbruary 2017 NAME:... SECTION:... INSTRUCTOR:... SCORE Corrct (A): /15 = % INSTRUCTIONS 1. DO NOT OPEN THIS EXAM UNTIL INSTRUCTED TO BY YOUR ROOM LEADER. All xam pags

More information

Comparison of lower-hybrid (LH) frequency spectra between at the high-field side (HFS) and low-field side (LFS) in Alcator C-Mod

Comparison of lower-hybrid (LH) frequency spectra between at the high-field side (HFS) and low-field side (LFS) in Alcator C-Mod Comparison of lowr-hybrid (LH) frquncy spctra btwn at th high-fild sid (HFS) and low-fild sid (LFS) in Alcator C-Mod S. G. Bak, R. R. Parkr, S. Shiraiwa, G. M. Wallac, P. T. Bonoli, D. Brunnr, I. Faust,

More information

MUDRA PHYSICAL SCIENCES

MUDRA PHYSICAL SCIENCES Physical Scincs For ET & SET Exams. Of UGC-CSIR MUDRA PHYSICAL SCIECES VOLUME-05 PART B & C MODEL QUESTIO BAK FOR THE TOPICS: 7. Exprimntal Tchniqus and Data Analysis UIT-I UIT-II 5 UIT-III 9 8. Atomic

More information

A multiple mediator model: Power analysis based on Monte Carlo simulation

A multiple mediator model: Power analysis based on Monte Carlo simulation Amrican Journal of Applid Psychology 2014; 3(3): 72-79 Publishd onlin Jun 20, 2014 (http://wwwscincpublishinggroupcom/j/ajap) doi: 1011648/jajap2014030315 A multipl mdiator modl: Powr analysis basd on

More information

www. ElectricalPartManuals. com INSTRUCTIONS TEMPERATURE INDICATOR OPERATION INSTALLATION RECEIVING

www. ElectricalPartManuals. com INSTRUCTIONS TEMPERATURE INDICATOR OPERATION INSTALLATION RECEIVING + DC SOURCE --=-TN:oo RE S I STANCE--- COl L I.L. 46-717-SA RECEIVING INSTALLATION OPERATION INSTRUCTIONS TEMPERATURE INDICATOR Hottst Spot Rsistanc Bridg Typ Wall Mountd Switchboard Indicating CURRENT

More information

Tests on a Single Phase Transformer

Tests on a Single Phase Transformer Hong Kong nstitut of ational Education (Tsing Yi) Dpartmnt of Enginring Elctrical Enginring Principls Laboratory Sht: EEE3405/LAB03 Studnt nam: Cours / Yar: Dat: Tsts on a Singl Phas Transformr Objctivs

More information

Improving the Surgical Ward Round.

Improving the Surgical Ward Round. Postr Sssion HRT1317 Innovation Awards Novmbr 2013 Brisban Improving th Surgical Ward Round. Prsntr(s):J. Lin, G. Thompson, M. Pitchr, S.Chan KEY PROBLEM -Ward Round Issus 1. Tim constraints 2. Staff changs

More information

ON-LINE MONITORING AND FAULT DETECTION

ON-LINE MONITORING AND FAULT DETECTION ON-LINE MONITORING AND FAULT DETECTION OF CONTROL SYSTEM PERFORMANCE John E. Sm Johnson Controls, Inc. Milwauk, WI 53211-0423 USA John M. Hous National Institut of Standards and Tchnology Gaithrsburg,

More information

Localization Performance of Real and Virtual Sound Sources

Localization Performance of Real and Virtual Sound Sources M.Sc.E.E. Jan Abildgaard Pdrsn AM3D A/S Riihimäkivj 6 DK-9200 Aalborg Dnmark M.Sc.E.E. Torbn Jørgnsn Trma A/S Hovmarkn 4 DK-8520 Lystrup Dnmark E-mail: jap@am3d.com / toj@trma.dk ABSTRACT This papr dscribs

More information

FEM Analysis of Welded Spherical Joints Stiffness Fan WANG a, Qin-Kai CHEN b, Qun WANG b, Ke-Wei ZHU b, Xing WANG a

FEM Analysis of Welded Spherical Joints Stiffness Fan WANG a, Qin-Kai CHEN b, Qun WANG b, Ke-Wei ZHU b, Xing WANG a Intrnational Confrnc on Mchanics and Civil Enginring (ICMCE 014) FEM Analysis of Wldd phrical Joints tiffnss Fan WANG a, Qin-Kai CHEN b, Qun WANG b, K-Wi ZHU b, Xing WANG a chool of Architctur and Civil

More information

PHA Exam 1. Spring 2013

PHA Exam 1. Spring 2013 PHA 5128 Exam 1 Spring 2013 1 Antibiotics (5 points) 2 Body Wight/Pdiatrics (5 points) 3 Rnal Disas (10 points) 4 Aminoglycosids (5 points) 5 Amikacin (10 points) 6 Gntamicin (10 points) 7 Aminoglycosids

More information

IBM Research Report. A Method of Calculating the Cost of Reducing the Risk Exposure of Non-compliant Process Instances

IBM Research Report. A Method of Calculating the Cost of Reducing the Risk Exposure of Non-compliant Process Instances RC24930 (W1001-025) January 8, 2010 Computr Scinc IBM Rsarch Rport A Mthod of Calculating th Cost of Rducing th Risk Exposur of Non-compliant Procss Instancs Yurdar N. Doganata, Francisco Curbra IBM Rsarch

More information

YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE

YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE YOUR VIEWS ABOUT YOUR HIGH BLOOD PRESSURE W ar intrstd in your viws about your high blood prssur. Ths ar statmnts othr popl hav mad about thir high blood prssur. Plas show how much you or dis with ach

More information

Office of Emergency Services (3055P)

Office of Emergency Services (3055P) Offic of Emrgncy Srvics (3055P) Dpartmnt: Shriff's Offic FY 2003 and 2004 Rcommndd Budgt Offic of Emrgncy Srvics (3055P) Program Outcom Statmnt Th Shriff s Offic of Emrgncy Srvics provids sarch and rscu;

More information

A e C l /C d. S j X e. Z i

A e C l /C d. S j X e. Z i DESIGN MODIFICATIONS TO ACHIEVE LOW-BOOM AND LOW-DRAG SUPERSONIC CONCEPTUAL DESIGNS Danil. B. L Advisor: Prof. Jams C. McDanil Univrsity of Virginia, Charlottsvill, VA 94 NASA Mntor: Dr. Wu Li NASA Langly

More information

A Robust R-peak Detection Algorithm using Wavelet Packets

A Robust R-peak Detection Algorithm using Wavelet Packets Intrnational Journal of Computr Applications (975 8887) A Robust R-pak Dtction Algorithm using Wavlt Packts Omkar Singh School of Elctronics and Communication Enginring Lovly Profssional Univrsity Punjab-INDIA

More information

PHA Case Study III (Answers)

PHA Case Study III (Answers) PHA 5128 as Study III (Answrs) 1. TL is a 25 yar old mal who was admittd for a soft tissu infction in his abdomn. H is 5'10", 175 Ibs, WB 19, and BUN/Sr 12/1.1. Wound culturs ar positiv for Klbsilla pnumonia.

More information

Evaluating the Impact of Interventions on Network Capacity

Evaluating the Impact of Interventions on Network Capacity Evaluating th Impact of Intrvntions on Ntwork Capacity by Sujith Rddy Rapolu Bachlor of Tchnology in Civil Enginring Indian Institut of Tchnology, Roork, India (2008) Submittd to th Dpartmnt of Civil and

More information

Mathematical Simulation on Self-tuning Fuzzy Controller for Small Cylindrical Object Navigating near Free-surface

Mathematical Simulation on Self-tuning Fuzzy Controller for Small Cylindrical Object Navigating near Free-surface Availabl onlin at www.scincdirct.com Procdia Enginring () 9 96 SREE Confrnc on Enginring Modlling and Simulation (CEMS ) Mathmatical Simulation on Slf-tuning Fuzzy Controllr for Small Cylindrical Objct

More information

EXPERIMENTAL DRYING OF TOBACCO LEAVES

EXPERIMENTAL DRYING OF TOBACCO LEAVES 6 TH INTERNATIONAL MULTIDISCIPLINARY CONFERENCE EXPERIMENTAL DRYING OF TOBACCO LEAVES Bndk Krks and Tamás Antal Collg of Nyírgyháza, Faculty of Enginring and Agricultur, H-441 Nyírgyháza, Hungary, E-mail:

More information

SCIENCE Student Book. 3rd Grade Unit 3

SCIENCE Student Book. 3rd Grade Unit 3 SCIENCE Studnt Book 3rd Grad Unit 3 Unit 3 CHANGES IN ANIMALS AND ENVIRONMENTS SCIENCE 303 CHANGES IN ANIMALS AND ENVIRONMENTS Introduction 3 1. What Changs an Environmnt?...5 Tmpratur 7 Watr 11 Light

More information

Improving the Energy Balance of Field-based Routing in Wireless Sensor Networks

Improving the Energy Balance of Field-based Routing in Wireless Sensor Networks his full txt papr was pr rviwd at th dirction of IEEE Communications Socity subjct mattr xprts for publication in th IEEE Globcom 1 procdings. Improving th Enrgy Balanc of Fild-basd Routing in Wirlss Snsor

More information

Eugene Charniak and Eugene Santos Jr. Department of Computer Science Brown University Providence RI and

Eugene Charniak and Eugene Santos Jr. Department of Computer Science Brown University Providence RI and From: AAAI-92 Procdings. Copyright 1992, AAAI (www.aaai.org). All rights rsrvd. mic MAP Calcul Eugn Charniak and Eugn Santos Jr. Dpartmnt of Computr Scinc Brown Univrsity Providnc RI 02912 c@cs.brown.du

More information

Reliability of fovea palatinea in determining the posterior palatal seal

Reliability of fovea palatinea in determining the posterior palatal seal J Bagh Collg Dntistry Vol.21(1, 9 Rliability of fova Rliability of fova palatina in dtrmining th postrior palatal sal Yasmn T. AL Alousi, B.D.S, M.Sc. (1 ABSTRACT Background: Th prsnt study was carrid

More information

IOP Conference Series: Materials Science and Engineering. Related content PAPER OPEN ACCESS

IOP Conference Series: Materials Science and Engineering. Related content PAPER OPEN ACCESS IOP Confrnc Sris: Matrials Scinc and Enginring PAPER OPEN ACCESS Comparison of Sismic Rsponss for Rinforcd Concrt Buildings with Mass and Stiffnss Irrgularitis Using Pushovr and Nonlinar Tim History Analysis

More information

Adaptive Load Balancing: A Study in Multi-Agent. Learning. Abstract

Adaptive Load Balancing: A Study in Multi-Agent. Learning. Abstract Journal of Articial Intllignc Rsarch 2 (1995) 475-500 Submittd 10/94; publishd 5/95 Adaptiv Load Balancing: A Study in Multi-Agnt Larning Andra Scharf ascharf@dis.uniroma1.it Dipartimnto di Informatica

More information

Towards User-Adaptive Information Visualization

Towards User-Adaptive Information Visualization Towards Usr-Adaptiv Information Visualization Cristina Conati, Giuspp Carnini, Drck Tokr, Sbastian Lall Univrsity of British Columbia, Vancouvr, Canada. {conati, carnini, tokr, lall}@cs.ubc.ca Abstract

More information

Soft Tissue Pathology: A One-on-One Tutorial. Expert Series with Jason L. Hornick, M.D., Ph.D. ON-DEMAND, USB & DVD

Soft Tissue Pathology: A One-on-One Tutorial. Expert Series with Jason L. Hornick, M.D., Ph.D. ON-DEMAND, USB & DVD Exprt Sris with Soft Tissu Pathology: A On-on-On Tutorial ON-DEMAND, USB & DVD 16.0 AMA PRA Catgory 1 Crdit(s) Rlas Dat: May 15, 2019 Educational Symposia About This This sminar is dsignd to provid a practical

More information

CARAT An Operational Approach to Risk Assessment Definitions, Processes, and Studies

CARAT An Operational Approach to Risk Assessment Definitions, Processes, and Studies CARAT An Oprational Approach to Risk Assssmnt Dfinitions, Procsss, and Studis K.G. Phillips NOVA Chmicals Corporation, PO Box 5006, Rd Dr, Albrta, T4N 6A1. Introduction Risk Assssmnt

More information

IV Congresso RIBIE, Brasilia 1998

IV Congresso RIBIE, Brasilia 1998 IV Congro RIBIE, Brailia 1998 Collaboration in Onlin Claroom: Group Tak and Pattrn of Intraction Colaboração m ala d aula onlin: Tarfa d grupo padrõ d intração onlin Lucio Tl, Ph.D., tl@fu.ca LohnLab para

More information

LIFE CYCLE COST AND RISK ESTIMATION OF ENVIRONMENTAL MANAGEMENT OPTIONS. David Shropshire and Michael Sherick, Lockheed Idaho Technologies Company'

LIFE CYCLE COST AND RISK ESTIMATION OF ENVIRONMENTAL MANAGEMENT OPTIONS. David Shropshire and Michael Sherick, Lockheed Idaho Technologies Company' i LIFE CYCLE COST AND RISK ESTIMATION OF ENVIRONMENTAL MANAGEMENT OPTIONS David Shropshir and Michal Shrick, Lockhd Idaho Tchnologis Company' ABSTRACT Th Lockhd Idaho Tchnologis Company (LITCO) Economic

More information

Research into the effect of the treatment of the carpal tunnel syndrome with the Phystrac traction device

Research into the effect of the treatment of the carpal tunnel syndrome with the Phystrac traction device Rsarch into th ffct of th tratmnt of th carpal tunnl syndrom with th Phystrac traction dvic Rsarch carrid out in commission of: Fysiothrapi Cntrum Zuidwold By: Irn Kloostrman MA Octobr 2006 Forword This

More information

AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhise, **Dr. S. D.

AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhise, **Dr. S. D. AGE DETERMINATION FROM RADIOLOGICAL STUDY OF EPIPHYSIAL APPEARANCE AND FUSION AROUND ELBOW JOINT *Dr. S.S. Bhis, **Dr. S. D. Nanandkar * Corrsponding author, Assistant profssor, Fornsic mdicin dpt., Grant

More information

Technology offer. Safe and effective Salmonella vaccines for poultry

Technology offer. Safe and effective Salmonella vaccines for poultry Tchnology offr Saf and ffctiv Salmonlla vaccins for poultry Attnuatd vaccins basd on Salmonlla dltion mutant strains (with dfctiv multi drug rsistanc (MDR) fflux pump systms) Targt markt and valu Th two

More information

Survey shows participants positive to Gdansk conference

Survey shows participants positive to Gdansk conference Survy shows participants positiv to Gdansk cfrnc Th 13 th Baltic Dvlopmnt Forum Summit and th Europan Commissi s 2 nd Annual Forum th EU Stratgy for th Baltic Sa Rgi was hld in Gdansk, Poland, 24-26 Octobr

More information

Artificial Neural Network to the Control of the Parameters of the Heat Treatment Process of Casting

Artificial Neural Network to the Control of the Parameters of the Heat Treatment Process of Casting A R C H I V E S o f F O U N D R Y E N G I N E E R I N G Publishd quartrly as th organ of th Foundry Commission of th Polish Acadmy of Scincs ISSN (1897-3310) Volum 15 Issu 1/2015 119 124 22/1 Artificial

More information

Rearview Video System as Countermeasure for Trucks Backing Crashes

Rearview Video System as Countermeasure for Trucks Backing Crashes Rarviw Vido ystm as Countrmasur for Trucks Backing Crashs Evaluating th ystm s Effctivnss by Controlld Tst Chanyoung L, Achillas Kourtllis, Pi-ung Lin, and Ptr su In gnral, th opration of larg trucks involvs

More information

Accelerated Bit Error Rate Measurement Technique for Gigabit Link Power Optimization

Accelerated Bit Error Rate Measurement Technique for Gigabit Link Power Optimization Acclratd Bit Error Rat Masurmnt Tchniqu for Gigabit Link Powr Optimization Joshua I Kramr, Fouad Kiamilv Univrsity of Dlawar 140 Evans Hall Nwark, DE 19716 jkramr@.udl.du, kiamilv@udl.du Abstract With

More information

Measuring Cache and TLB Performance and Their Effect on Benchmark Run Times

Measuring Cache and TLB Performance and Their Effect on Benchmark Run Times Masuring Cach and TLB Prformanc and Thir Effct on Bnchmark Run Tims Rafal H. Saavdra Alan Jay Smith ABSTRACT In prvious rsarch, w hav dvlopd and prsntd a modl for masuring machins and analyzing programs,

More information

A HIERARCHICAL AND GEOREFERENCED APPROACH FOR FREIGHT TERMINAL LOCATION

A HIERARCHICAL AND GEOREFERENCED APPROACH FOR FREIGHT TERMINAL LOCATION A HIERARCHICAL AND GEOREFERENCED APPROACH FOR FREIGHT TERMINAL LOCATION by Yako YAMASHITA **, André DANTAS ***, Eizo HIDESHIMA **** and Koshi YAMAMOTO ***** Introduction: In transportation, dcision-making

More information

Combined use of calcipotriol solution (SOp.g/ ml) and Polytar liquid in scalp psoriasis.

Combined use of calcipotriol solution (SOp.g/ ml) and Polytar liquid in scalp psoriasis. MCS9506INT 27 April1999 Pag 11 of 189 Summary This documnt has bn dov.;nloadd from \v\vw.lo-pharma.com subjct to th trms of us stat on th wbsit. It contains data and rsults rgarding approvd and non-approvd

More information

2 Arrange the following angles in order from smallest to largest. A B C D E F. 3 List the pairs of angles which look to be the same size.

2 Arrange the following angles in order from smallest to largest. A B C D E F. 3 List the pairs of angles which look to be the same size. I n rcnt yars thr has bn an xplosion in rsarch basd on dinosaur tracks. Using trackways w can tll whthr a dinosaur was walking, trotting, running or wading. W can stimat its spd by looking at th lngth

More information

Reliability of a silo structure with initial geometric imperfections loaded with pressure below atmospheric and wind

Reliability of a silo structure with initial geometric imperfections loaded with pressure below atmospheric and wind Rliability of a silo structur with initial gomtric imprfctions loadd with prssur blow atmosphric and wind Magdalna Gołota, Karol Winklmann, Jarosław Górski and Tomasz Mikulski Dpartmnt of Structural Mchanics

More information

Multiresolution Feature Extraction from Unstructured Meshes

Multiresolution Feature Extraction from Unstructured Meshes Multirsolution Fatur Extraction from Unstructurd Mshs Andras Hubli, Markus Gross Dpartmnt of Computr Scinc ETH Zurich, Switzrland Abstract W prsnt a framwork to xtract msh faturs from unstructurd two-manifold

More information

Triple-Band Printed Dipole Antenna for RFID/GPS/BLE Applications

Triple-Band Printed Dipole Antenna for RFID/GPS/BLE Applications Progrss In Elctromagntics Rsarch M, Vol. 7, 11 2, 218 Tripl-Band Printd Dipol Antnna for RFID/GPS/BLE Applications Khodor Jbbawi *, Matthiu Egls, and Philipp Pannir Abstract Progrss in wirlss communication

More information

Scheduling of Conditional Process Graphs for the Synthesis of Embedded Systems

Scheduling of Conditional Process Graphs for the Synthesis of Embedded Systems Downloadd from orbitdtudk on: Jan 06, 2019 Schduling of onditional Procss Graphs for th Synthsis of Embddd Systms Els, Ptru; Kuchcinski, Krzysztof; Png, Zbo; Pop, Paul; Doboli, Alx Publishd in: Procdings

More information

PRINCIPLES OF SAFETY BUS SYSTEMS PART II. Börcsök J 1,2,Ugljesa E. 2, Holub P. 1,2

PRINCIPLES OF SAFETY BUS SYSTEMS PART II. Börcsök J 1,2,Ugljesa E. 2, Holub P. 1,2 PRINCIPLES OF SAFETY BUS SYSTEMS PART II Börcsök J 1,2,Ugljsa E. 2, Holub P. 1,2 HIMA GmbH+CoKG, Brühl, Grmany 1 Univrsity of Kassl, Computr architctur & Systm programming, Grmany 2 Abstract: This papr

More information

ANALYTIC NETWORK PROCESS MODEL FOR HIGHWAY CORRIDOR PLANNING

ANALYTIC NETWORK PROCESS MODEL FOR HIGHWAY CORRIDOR PLANNING ISAHP 25, Honolulu, Hawaii, July 8-1, 25 ANALYTIC NETWORK PROCESS MODEL FOR HIGHWAY CORRIDOR PLANNING Mongkut Piantanakulchai, Ph.D. 1 Sirindhorn Intrnational Institut of Tchnology Thammasat Univrsity,

More information

A Practical System for Measuring Film Thickness. Means of Laser Interference with Laminar-Like Laser

A Practical System for Measuring Film Thickness. Means of Laser Interference with Laminar-Like Laser A Practical Systm for Masuring Film Thicknss by Mans of Lasr Intrfrnc with Laminar-Lik Lasr Fng ZHU, Kazuhiko ISHIKAWA, Toru IBE, Katsuhiko ASADA,' and Masahiro UEDA4 Dpartmnt of Information Scinc, Faculty

More information

SOLUTIONS FOR THEORETICAL COMPETITION

SOLUTIONS FOR THEORETICAL COMPETITION VI Intrnational Zhautykov Olympiad Thortical Comptition/Solutions Pag /5 SOLUTIONS FOR THEORETICAL COMPETITION Thortical Qustion A Potntial nrgy of th rigid rod U=mgl/sinα transforms to th kintic nrgy

More information

Computer Aided Design and Modeling of High Frequency Magnetic Components *

Computer Aided Design and Modeling of High Frequency Magnetic Components * Computr Aidd Dsign and Modling of High Frquncy Magntic Componnts * B. Bckr H. Grotstolln Univrsity of Padrborn, FB 14 Powr Elctronics and Elctrical Drivs Pohlwg 47 33098 Padrborn, Grmany Tl. : 0049/5251/603039

More information

Statistical Approach to Mitigating 3G Interference to GPS in 3G Handset

Statistical Approach to Mitigating 3G Interference to GPS in 3G Handset Int. J. Communications, Ntwork and Systm Scincs, 1, 3, 73-736 doi:1.436/ijcns.1.3997 Publishd Onlin Sptmbr 1 (http://www.scirp.org/journal/ijcns) Statistical Approach to Mitigating 3G Intrfrnc to GPS in

More information

Published in Public Opinion Quarterly, 39, 1975, Monetary Incentives in Mail Surveys

Published in Public Opinion Quarterly, 39, 1975, Monetary Incentives in Mail Surveys Publishd in Public Opinion Quartrly, 39, 1975, 111-116. Montary Incntivs in Mail Survys J. Scott Armstrong Th Wharton School, Univrsity of Pnnsylvania Abstract Eightn mpirical studis from fourtn diffrnt

More information

Efficient Spectral Power Estimation on an Arbitrary Frequency Scale

Efficient Spectral Power Estimation on an Arbitrary Frequency Scale 178 F. ZPLT, M. KSL, EFFCET SPECTL POWE ESTMTO O BTY FEQUECY SCLE Efficint Spctral Powr Estimation on an rbitrary Frquncy Scal Filip ZPLT, Miroslav KSL Dpt. of adio Elctronics, Brno Univrsity of Tchnology,

More information

Probability, Genetics, and Games

Probability, Genetics, and Games " Probability, Gntics, and Gams Hav you vr hard of gns? (W don t man th kind you war!) What color ar your ys? Can you curl your tongu? Your birth parnts gav you a uniqu st of gns that dtrmin such things.

More information

Multi-domain Unified Modeling of High Speed Motorized Spindle Water Cooling System Based on Modelica

Multi-domain Unified Modeling of High Speed Motorized Spindle Water Cooling System Based on Modelica Int'l Conf. Modling, Sim. and Vis. Mthods MSV'16 101 Multi-domain Unifid Modling of High Spd Motorid Spindl Watr Cooling Sstm Basd on Modlica Chao Ni, Zhihua Li, Huii Zng School of Mchanical Enginring,

More information

Efficient MBS-FEM integration for structural dynamics

Efficient MBS-FEM integration for structural dynamics Th 2012 World Congrss on Advancs in Civil, Environmntal, and Matrials Rsarch (ACEM 12) Soul, Kora, August 26-30, 2012 Efficint MBS-FEM intgration for structural dynamics *Dragan Z. Marinkovic 1) and Manfrd

More information

REGRESSION ASSOCIATION VS. PREDICTION

REGRESSION ASSOCIATION VS. PREDICTION BIOSTATISTICS WORKSHOP: REGRESSION ASSOCIATION VS. PREDICTION Sub-Saharan Africa CFAR mting July 18, 2016 Durban, South Africa Rgrssion what is it good for? Explor Associations Btwn outcoms and xposurs

More information

Research Article Game Theoretic Modeling of NGANs: Impact of Retail and Wholesale Services Price Variation

Research Article Game Theoretic Modeling of NGANs: Impact of Retail and Wholesale Services Price Variation Intrnational Scholarly Rsarch Ntwork ISRN Communications and Ntworking Volum 22, Articl ID 746, 9 pags doi:.542/22/746 Rsarch Articl Gam Thortic Modling of NGANs: Impact of Rtail and Wholsal Srvics Pric

More information

International Conference on Global Trends in Engineering, Technology and Management (ICGTETM-2016)

International Conference on Global Trends in Engineering, Technology and Management (ICGTETM-2016) Taguchi and ANOVA Analysis of Dburring Procss Paramtrs of PP Mat Prajitsn G. Daml *, Dr. Vijaykumar P. Wani 2, Dr. Indrasingh D. Patil 3. Rsarch Scholar, North Maharashtra Univrsity, Jalgaon (MS) 2. Principal,

More information

L4-L7 network services in shared network test plan

L4-L7 network services in shared network test plan ntwork srvics twork tst plan Tst cass cratd by Swamy As th primary rquirmnt of this fatur is to support its srvics supportd, QA primary focus whil runn th follow tsts is to nsur vryth is functional w.r.to

More information

APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS

APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS Intrnational Journal of Innovativ Managmnt, Information & Production ISME Intrnationalc200 ISSN 285-5439 Volum, Numbr, Dcmbr 200 PP. 90-96 APPLYING THE MIXED RASCH MODEL TO THE FRACTION CONCEPT OF PUPILS

More information

Modelling of System Properties in a Modelica Framework

Modelling of System Properties in a Modelica Framework Modlling of Systm Proprtis in a Modlica Framwork Audry Jardin Danil Bouskla Thuy Nguyn Nancy Rul EDF R&D, STEP Dpartmnt 6 quai Watir, 784 CHATOU Cdx, FRANCE audry.jardin@df.fr danil.bouskla@df.fr nancy.rul@df.fr

More information

Climber Motion Optimization for the Tethered Space Elevator

Climber Motion Optimization for the Tethered Space Elevator Climbr Motion Optimization for th Tthrd Spac lvator Paul Williams * and Wubbo Ockls Dlft Univrsity of Tchnology, Th Nthrlands Th tthrd spac lvator could provid a rvolutionary mans for nabling chap transportation

More information

Input Techniques for Neural Networks in Stock Market Prediction Ensembles

Input Techniques for Neural Networks in Stock Market Prediction Ensembles Procdings of Studnt-Faculty Rsarch Day, CSIS, Pac Univrsity, May 7 th, 2010 Input Tchniqus for Nural Ntworks in Stock Markt Prdiction Ensmbls Robb Zuckr, Shilp Gajjar, Victoria Rodriguz, Mohamd Trmoul,

More information

Policy Coherence for Development In Fisheries and Aquaculture

Policy Coherence for Development In Fisheries and Aquaculture Policy Cohrnc for Dvlopm In Fishris and Aquacultur 10-11 April 2014 Dr Christoph Béné Institut of Dvlopm Studis, UK commissiond by UK-DFID Clustr Quality Evaluation Siz Consistnc y Gap Fish and nutritional

More information

VIRTUALLY PAINLESS DROSOPHILA GENETICS STANDARDS A, B, C B, C C, C

VIRTUALLY PAINLESS DROSOPHILA GENETICS STANDARDS A, B, C B, C C, C VIRTUALLY PAINLESS DROSOPHILA GENETICS STANDARDS 3.1.1A, 3.1.1B, 3.1.1C 3..1B, 3..1C 3.3.10C, 3.3.1C Wstminstr Collg INTRODUCTION Drosophila mlanogastr, th fruit fly, is an xcllnt organism for gntics studis

More information