Prof. Dr.-Ing. Reiner Jäger
|
|
- Allan Tucker
- 8 years ago
- Views:
Transcription
1 Geodetc Infrastructures for GNSS-Postonng-Servces (GIPS) - The Motor for Prospectve and Economy Relevant Developments n Publc, RaD and Industry Sector at Brazl - Prof. Dr.-Ing. Rener Jäger Hochschule Karlsruhe Technk und Wrtschaft. Faculty of Geomatcs Department Vermessung&Geomatk and GIManagement Internatonal Study Programme Geomatcs (MSc) Insttut für Angewandte Forschung (IAF) Moltkestrasse 30, D Karlsruhe Honorary Professor of the Sberan State Academy of Geodesy (SSGA)
2 GNSS Postonng Servces
3 GNSS for Global Postonng n ITRF/ECEF Frames GPS < 50 (2010) 105! (2014) 105! GALILEO 2014 Space Segment GLONASS COMPASS User Segment Control Segment GNSS - Systems BeDou-1/2 14-Aprl Aprl-07
4 Space/Satellte Based Augmentaton Systems (SBAS) DNGSS-Correctons Correctons.. Standard RTCA and RTCM GNSS-Reference Statons => RTCM / RTCA Correctons - Satellte Communcaton - Internet Communcaton va GSM Exstng WAAS Satellte or Moble Internet (NTRIP) RTCM or RTCA Correctons Accuracy: 1 m WAAS (USA),CNSS (Chna),GAGAN( Chna),GAGAN/IRNSS (Inda),QZSS( Inda),QZSS/MSAS (Japan),SDCM( (Russa)
5 SITUATION n GERMANY TRIMBLE VRSNOW 4 Accuracy: 1-3 cm!!! (B,L,h) ITRF-related
6 Precse Dfferental ( cm ) DGNSS Regonal DGNSS-Servces n and outsde Europe Insttuto Braslero de Geografa e Statístca SWEPOS MOLDOVA cm!code- and Phase- Correctons! RTCM 3.1 SWIPOS + SWISSAT Unversdade Federal Rural do Ro de Janero, Insttuto de Tecnolgoa, Departamento de Engenhara (UFRRJ)
7 Augmentaton Systems (SBAS, GSM/Internet-based)... wth RTCM-Correctons Correctons for Precse Postonng and Navgaton Networked RTCM Correctons Inhomogenously dstrbuted GNSS-Reference Statons, lke e.g. Brasl
8 Alternatve to Commercal or State Regonal GNSS-Servces Servces EUREF-IP or IGS-IP IP and RTCM InterNet-Servce (NTRIP) EUREF oder IGS RTCM-Correctons Correctons NTRIP-Format Moble Internet (USB-Stck) and InterNet GNSS- Rado GNSS-Internet Rado
9 EUREF-IP or IGS-IP IP InterNet-Servce (NTRIP) GNSS-Internet Rado EUREF oder IGS RTCM-Correctons Correctons NTRIP-Format Moble Internet (USB-Stck) and InterNet GNSS- Rado
10 Geodetc Infrastructures for GNSS Postonng Servces (GIPS) 4 Components (GIPS 1,2,3,4) GIPS 1,2 before Installaton of a GNSS Servce - Infrastructure for Spatal Informaton (Bascs) E.g. Europe: INSPIRE (Infrastructure for Spatal Informaton n Europe) see nspre.jrc.ec.europa.eu Necessary for daly GNSS-Postonng of the users of a GNSS- Postonng Servce and for GIS purposes Ready for Brasl!!! GIPS 3,4 for runnng a GNSS Postonng Servce (Provder and for specal taks e.g. Geomontorng) NSS-Denste_%28GIPS%29.Jaeger..pdf
11 e.g
12 GIPS-1 Horzontal Postonng
13 GIPS-1: Horzontal Datum-Trafo from (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Trafo-Database Computaton All-over-the-World Problem B,L) Classcal - X 1 X 2 x = (N + h) cos B cos L y = (N + h) sn B sn L 2 b z = ( N + h) snb 2 a mt N(B) = Normalkrümmungshalbmesser 3D Smlary Transformaton X 2 x1(b1,l1,h1 ) x2(b2,l2,h2) = m R X1 + t, mt X1 = y (B,L,h ) und X2 = y2(b2,l2,h2) z1(b1,l1,h1) z2(b2,l2,h2) Rotaton Matrx 3 Rotatons Non-Lnear Realaton (see above)
14 B ( L h GIPS-1 Horzontal Datum Transton from (B,L) GNSS,ITRF to Classcal Datum (B,L) Classcal Karlsruhe Approach (COPAG) and Trafo-Database Database-Computon B,L) Classcal 2 B L h (N + h) cos(b) Soluton of the horzontal Transformaton Problem (a,b) 1,(a,b) 2 (a,b)1,(a,b)2 (a,b)1,(a,b)2 a W + h sn(l) M + h 2 sn(b) cos(l) (N (1 e ) + h) 2 N e sn(b) cos(b) sn(l) B L ) h 1 v + v v (N + h) cos(b) B L h a W + h cos(l) M + h 2 sn(b) sn(l) (N (1 e ) + h) 2 N e sn(b) cos(b) cos(l) = [ Moldensk] h + a W (B,L,h)1, 2 sn(b) cos(b) N e M + h 0 ε x ε y εz s t x t y t z sn(b) cos(l) M + h sn(l) (N + h) cos(b) cos(b) cos(l) a W = = 1 e sn B 2 a b N e = 2 a 3D Smlarty ransformaton Related to (B,L,h) 1D-,2D-,3D- Identcal Ponts WTRANS sn(b) sn(l) M + h cos(l) (N + h) cos(b) cos(b) sn(l) cos(b) M + h 0 sn(b)
15 GIPS-1: Horzontal Datum-Trafo from (B,L) GNSS,ITRF to Classcal Datum (B,L)( - Karlsruhe Approach (COPAG) and Trafo-Database Computaton B,L) Classcal Long waved deflectons - Weak shapes GIS Transton to ITRFGNSS consstent frame Strct and General TRAFO ITRF / ETRF89 - Datum GNSS-practce Old Classcal Systems
16 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton B,L) Classcal COPAG = Contnuously Patched Georeferencng Contnuty along the Mesh Borders!
17 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton B,L) Classcal Reference-Transformaton (Data / Parameters / Algorthms) Source CRS Target CRS (B,L,h) GNSS (B,L,h) GNSS => (B,L) Classcal => (B,L,H) Classcal Hungary 1-3 cm DFLBF_DB Transformaton Parameters & Resduals
18 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton B,L) Classcal Brasl Meshes = Patchng for Corrego Alegre Classcal Datum Brasl Corrego Alegre Srgas
19 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton DFLBF/COPAG Databases for Brazl Meshes SAD69 SIRGAS B,L) Classcal DFLBF/COPAG Databases for Brazl Meshes SAD96 SIRGAS Brazl
20 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton Accuracy of DFLBF/COPAG Databases for Brazl SAD99 SIRGAS B,L) Classcal BRASIL
21 GIPS-1: : Horzontal Datum-Trafo (B,L) GNSS,ITRF to Classcal Datum (B,L)( Karlsruhe Approach (COPAG) and Database Computaton B,L) Classcal GIPS-1.1: Horzontal Datum Transton from (B,L) to GNSS,ITRF (B,L) Classcal DFLBF-Databases. Use n GNSS-Servces on controllers and va RTCM GIPS-1.2 :Horzontal Datum Transton from (B,L) Classcal to (B,L) GNSS,ITRF COPAG-Databases for GIS
22 GIPS-2 GNSS-Heghtng
23 GIPS-2: Heght Heght Reference Surface (HRS) Qgeod/Geod (N) for Transton h GNSS,ITRF to Physcal Heghts H = h-n h - Karlsruhe Approach (DFHBF) and DFHBF-DBComputaton DBComputaton +/- 70 m Geod (HBF) Ellpsod h GNSS Heghtng H from h- GNSS H = h - N(B,L,h) Reference-Transformaton Source CRS Target CRS (B,L,h) GNSS => N h H N HRS
24 GIPS-2: Heght Reference Surface (HRS) Qgeod/Geod (N) for Transton hgnss,itrf to Physcal Heghts H = h-n - Karlsruhe Approach (DFHBF) and DFHBF-DBComputaton H +v = H Patchng NG j + v j = ft p + NG(d j) a 4 π γ(b) σ g S(ψ)dσ -Exstng nonftted Qgeod Identca Ponts hgnss+ v = H + ft p - hgps m -/ Geod GrdsGrds ξj + v = - fbt / M(B) p + ξ (dξ,ηη) j η j + v = - flt/(n(b) cos(b)) p + η(dξ,ηη) j Deflectons fo the Vertcal from modern ZenthCameras or from Classcal Geod- Astron. Campagns New: Global Geopotental Model (EIGEN,EGM2008) Coeffcents (Cnm,Snm) => Mapped to Sphercal Cap-Harmonc Coeffcents (C nm, S nm) (C nm, S nm) => Introduced as drect observatons a n ( k ) +1 (n (k ) + 1) k LGV g grav + v = ( C 'n ( k )), m cos mλ'+ S 'n ( k ), m sn mλ' ) Pn ( k ), m (cos θ' ) + dg(d) r r k =0 r m =0 0 + v N = N ( C ' n ( k ),m, S 'n ( k ),m ) (f T p + m h ) Goana Jul 2011
25 GIPS-2: Heght Reference Surface (HRS) Qgeod/Geod (N) for Transton h GNSS,ITRF to Physcal Heghts H = h-n h - Karlsruhe Approach (DFHBF) and DFHBF-DBComputaton DBComputaton Software Sreenshot Identcal Fttng Ponts (B,L,h;H) Meshes
26 GIPS-2: Heght Heght Reference Surface (HRS) Qgeod/Geod (N) for Transton h GNSS,ITRF to Physcal Heghts H = h-n h - Karlsruhe Approach (DFHBF) and DFHBF-DBComputaton DBComputaton - DataBase Quas-Geod N QG Quas-Geod N G N G = N QG + g γ γ H
27 GIPS-2: Heght Reference Surface (HRS) Qgeod/Geod (N) for Transton h GNSS,ITRF to Physcal Heghts H = h-n h - Karlsruhe Approach (DFHBF) and DFHBF-DBComputaton DBComputaton Brazl Geod-Computaton for Brasl: Patches and Meshes
28 GIPS-3 RTCM Transformaton Messages Provson
29 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Present or old standard:trafo-databases or Grds n GNSS-controllers (Trmble, Leca-Geosystems, Topon, etc.)
30 New standard:rtcm-transformaton Parameters from GNSS-Postonng Servce HS Karlsruhe BMBF-Project :
31 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach New standard:rtcm-transformaton Parameters from GNSS-Postonng Servce Grddng of Reference Transformatons by Vrtual Fttng Ponts
32 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Message 1021 or 1022 Geod-Grd or not Grd Locaton&Sze 7 Parameters Ellpsod Parameters Source / Target
33 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Message 1023 or Message 1024 :: :: Resduals P 14 Resduals P 15 Resduals P 16 Heght Indcator = 1 dh = Physcal Heghts Resduals dh Heght Indcator = 2 dh = Geod / HRS Heghts N (dn )
34 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Usng Reference Transformatons to compute a country-wde 1.) STATIC GRID ( Large Resduals Grd)
35 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Usng Reference Transformatons to compute country-wde grds dynamcally onlne on NMEA-request by vrtual fttng ponts 2.) Dynamc Grd Advantages 1.) No preceedng Grddng Dscretzaton Error 2.) Small Resduals - Small Interpolaton error 3.) De facto - De facto ndependence of the resdual nterpolaton method n the rover
36 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Usng Reference Tranformatons to compute grds dynamcally Dynamc Grd 4.) Drect use of Orgnal Reference Transformatons GM n W(r, ϑ, λ) = (1 + r n= 2 m= x u = y u z 0 a ( GRS ε u cosß cosλ ε u cosβ sn λ u snβ r ) n (C nm cosmλ + S nm sn mλ) P U = U(a, ε, ω,m) REF (ß, λ, u)) nm (cosϑ) N((x, y,z) GNSS ) = W U γ h N
37 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Usng Reference Tranformatons to compute grds dynamcally Dynamc Grd 5.) Combned Message Generaton Part 1 - Plate Models [(B,L,h) ITRF ITRF-related ] [(B,L,h) GNSS,ITRF ] Vrtual Fttng-Ponts Part 2 - Standard Reference Transformatons [(B,L,h) ITRF-related ] [(B,L) T, H T or N)] Vrtual Fttng Ponts Dynamc Message Set up by local 7PT Grddng
38 GIPS-3: RTCM Transformatonmessages and Setup from Reference Transformatons - Karlsruhe Approach Reference Transformatons DFHBF Florda DFHBF Bavara DFLBF Bavara
39 GIPS-4 Montorong of GNSS-Reference Statons ncludng Geomontorng
40 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) GNSS Reference Staton MONItorng by the KArlsruhe approach and software (MONIKA) T( ˆ x,k R ˆ x ) =,k T R ( Q,k ˆ ˆ R 2 3 σˆ ) 1 ˆ x,k R Old Classcal Systems
41 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Coordnate related Reference- Ponts Deformaton Analyss Multvarate and Mult-Epoch Congruency Testng Addtonally: Local Object Montorng and Deformaton Analyss
42 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 1 I. GNSS RINEX GNSSControl-Software l( t), C l (t) 1. Data Communcaton 2. Processng Processng Engnes WA1 (Wannnger Software) Berner GNSS-Software 5.0 RTKLIB - based x(t ) j, Cx (t ) j II. GNSS SINEX Import x(t ) j, Cx (t ) j
43 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 2 Baselnes Epoch Networks Partal networks Daly Solutons x(t ) j, Cx (t ) j t x(t ), C x (t Epoch States )
44 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 2 Coordnate related Referencepont-Deformatonanalyss MONIKA Free GNSS-network Deformaton Analyss Concept Orgnal GNSS observatons l( t) C RINEX, l(t) x(t New Helmert-Transformaton d=3 x (t ) = : ), x 0 C x x(t (t ) ) x 0 x(t SINEX ), C x (t ) Epoch States MONIKA Step 2 Sngular x 0? Unknown Datum S-Transformaton d=3 T Cx (t ) = S Cx (t ) S MONIKA Trafo 2 - Step 2
45 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 2 Coordnate related Referencepont-Deformatonanalyss 27cm/10y Use of IERS Parameters Consderaton of Datum-drft and Plate-Movement Rates x(t 1 ) ITRFzz,t x y z 1) ITRFyy 1,t1 MONIKA Trafos 1 - Step 2 = (1 + m) R ( ε, ε, ε ) x(t + t ( ( R& + m) & x(t ) + t& ) + ( R& (t ) ) ) (t t ) x ( t ) ITRFzz.t = x(t1) ITRFzz.t + 1 ITRFzz.t P( j) x 1 ITRFzz.t Reference tme t 0 Epoch tme t
46 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 3 Coordnate related Reference-Pont-Deformatonanalyss ( x(t ) x 0 ) + v x(t ) = D R dˆ x R + D O dxˆ O and C x ( t ) T k ( (t ) ) ' dˆ' dˆ' ˆ,k x x 0 + v x(t ) = D R x R + D O x O + B x (t ) B k ˆ x,k R (t ) = R T ˆ x,k R (t ) ˆ x,k R (t ) = ( B k T P Q vv P B k ) 1 B k T P v x(t ) and Q,k k T k 1 ˆ ˆ (t R ) = ( B P Q vv P B )
47 GIPS-4: GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) MONIKA Step 3 Coordnate related Referencepont-Deformatonanalyss 3D a-posteror Teststatstcs Sgnfcance of T( ˆ x,k R ) = ˆ x ˆ x =,k T R,k T R ( Q ( B,k ˆ ˆ R 2 3 σˆ k T ) P Q 3 σˆ 1 vv 2 ˆ x P B,k R k = ) ˆ x,k R ~ F 3,r 3 σˆ 2 = v T, k x R Pv ˆ x,k T R ( Q r 3,k ˆ ˆ R ) 1 ˆ x Test related to 1-α, e.g = 95% Confdence ellpsod,k R Senstvty ellpsod α = 5 %, ß=95% Detectablty of GNSS Reference Staton,k Deformatons x R ˆ x,k T R = λ(f' ( Q 3,r 3,k ˆ ˆ R ) 1 ˆ x, α, β) = 17.3,k R ß%-Senstvty f = 17.3 = 4.2 ( = 1.0 accuracy, 1-α = 19.9 % error ellpsod )
48 GNSS-Reference Staton Montorng and Use as Geosensor-Networks for Geomontorng and Hazard Mtgaton Karlsruhe Approach (MONIKA) - GNSS-Postonng-Servce of Rhenland-Pfalz (SAPOS) - Volcano Montorng - GNSS-Postonng-Servce Geomontorng of Local Objects GNSS-Postonng-Servce Geomontorng of Natur Hazard Zones
49 GNSS Postonng Servces + GIPS Motor for New Developments e.g. Precse Multsensor Navgaton! Geodetc Know How questoned!
50 GNSS-Postonng Servces Precse Postonng/Geodata Acquston/Navgaton Moble GIS Augmented Realty and Moble Data-Acquston Moble Servces Seamless Outdoor/Indoor Navgaton Multsensor-Systems
51 GNSS-Postonng Servces Precse Postonng/Geodata Acquston/Navgaton ( ) ( ) ( ) ( ) ( ) ( ) k k k k k k k k k k k k k k k k k k k k k k y t y y v t v v t y y v y v t y v E t y y v y v t y v N y y v v E N = + & & & & & & & & & & ] sn cos [ 2 1 ] cos [ ] cos sn [ 2 1 ] sn [ ( ) ( ) ( )] 3 ] t ] y 0, 0,p r [ (3) [ (3) y n n p n p p p np ω R ω ω = = & Algorthms for Precse Multsensor-Mult-Purpose Navgaton-Platforms GNSS GNSS + Autonomous Autonomous Sensors (MEMS) Sensors (MEMS) Gyroscopes Gyroscopes Accelerometers Accelerometers, etc., etc. Feld Robots Water-Drones Ar-Drones Jont Research Project
52 GNSS-Postonng Servces Precse Postonng/Geodata Acquston/Navgaton Algorthms for Precse Multsensor-Mult-Purpose Navgaton-Platforms Jont Research Project 2011,2012, Moble Data Acquston Systems Autonomous Indoor Navgaton
53
Deformation Integrity Monitoring for GNSS- Positioning Services including a Scalable Hazard Monitoring by the Karlsruhe Approach (MONIKA)
Deformaton Integrty Montorng for GNSS- Postonng Servces ncludng a Scalable Hazard Montorng by the Karlsruhe Approach (MONIKA Prof. Dr.-Ing. ener Jäger Hochschule Karlsruhe Technk und Wrtschaft Faculty
More informationAlgorithmen und Systementwicklungen zur präzisen multisensorischen GNSS/MEMS-basierten Navigation und Objektgeoreferenzierung
Algorithmen und Systementwicklungen zur präzisen multisensorischen GNSS/MEMS-basierten Navigation und Objektgeoreferenzierung Prof. Dr.-Ing. Reiner Jäger Email: reiner.jaeger@web.de Hochschule Karlsruhe
More informationAn Integrated Semantically Correct 2.5D Object Oriented TIN. Andreas Koch
An Integrated Semantcally Correct 2.5D Object Orented TIN Andreas Koch Unverstät Hannover Insttut für Photogrammetre und GeoInformaton Contents Introducton Integraton of a DTM and 2D GIS data Semantcs
More information1 Introduction. Keywords: GNSS (GPS, GLONASS, GALILEO) and LPS (total stations, levelling) online and real-time
GNSS/GPS/LPS based nlne Control Alarm System (GCA) - Mathematcal Models Techncal ealsaton of a System for Natural Geotechncal Deformaton Montorng Hazard Preventon. Jä ger F.González, Insttute of Appled
More informationAutomated information technology for ionosphere monitoring of low-orbit navigation satellite signals
Automated nformaton technology for onosphere montorng of low-orbt navgaton satellte sgnals Alexander Romanov, Sergey Trusov and Alexey Romanov Federal State Untary Enterprse Russan Insttute of Space Devce
More informationα α λ α = = λ λ α ψ = = α α α λ λ ψ α = + β = > θ θ β > β β θ θ θ β θ β γ θ β = γ θ > β > γ θ β γ = θ β = θ β = θ β = β θ = β β θ = = = β β θ = + α α α α α = = λ λ λ λ λ λ λ = λ λ α α α α λ ψ + α =
More informationAlberding GNSS data management & monitoring tools
Alberding GNSS data management & monitoring tools 1/24 Alberding GNSS data management & monitoring tools Tamás Horváth Alberding GmbH EUREF 2013 Symposium, 29-31 May 2013, Budapest, Hungary Alberding GNSS
More informationImperial College London
F. Fang 1, C.C. Pan 1, I.M. Navon 2, M.D. Pggott 1, G.J. Gorman 1, P.A. Allson 1 and A.J.H. Goddard 1 1 Appled Modellng and Computaton Group Department of Earth Scence and Engneerng Imperal College London,
More informationPoint cloud to point cloud rigid transformations. Minimizing Rigid Registration Errors
Pont cloud to pont cloud rgd transformatons Russell Taylor 600.445 1 600.445 Fall 000-014 Copyrght R. H. Taylor Mnmzng Rgd Regstraton Errors Typcally, gven a set of ponts {a } n one coordnate system and
More informationCausal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting
Causal, Explanatory Forecastng Assumes cause-and-effect relatonshp between system nputs and ts output Forecastng wth Regresson Analyss Rchard S. Barr Inputs System Cause + Effect Relatonshp The job of
More informationDescription of the Force Method Procedure. Indeterminate Analysis Force Method 1. Force Method con t. Force Method con t
Indeternate Analyss Force Method The force (flexblty) ethod expresses the relatonshps between dsplaceents and forces that exst n a structure. Prary objectve of the force ethod s to deterne the chosen set
More information2. Illustration of the Nikkei 225 option data
1. Introduction 2. Illustration of the Nikkei 225 option data 2.1 A brief outline of the Nikkei 225 options market τ 2.2 Estimation of the theoretical price τ = + ε ε = = + ε + = + + + = + ε + ε + ε =
More informationUniversity of Maryland Fraternity & Sorority Life Spring 2015 Academic Report
University of Maryland Fraternity & Sorority Life Academic Report Academic and Population Statistics Population: # of Students: # of New Members: Avg. Size: Avg. GPA: % of the Undergraduate Population
More informationLoop Parallelization
- - Loop Parallelzaton C-52 Complaton steps: nested loops operatng on arrays, sequentell executon of teraton space DECLARE B[..,..+] FOR I :=.. FOR J :=.. I B[I,J] := B[I-,J]+B[I-,J-] ED FOR ED FOR analyze
More informationEuropean Geodetic Status European Geodetic Reference Systems
European Geodetic Status European Geodetic Reference Systems Reporter: Hansjörg Kutterer, Federal Agency of Cartography and Geodäsie (BKG), Germany Contributors to this report: Johannes Ihde, Federal Agency
More informationUSE OF THE SRTM DEM AS A GEO-REFERENCING TOOL BY ELEVATION MATCHING
USE OF THE SRTM DEM AS A GEO-REFERENCING TOOL BY ELEVATION MATCHING J. A. Gonçalves a, A. M. Morgado b a Faculdade de Cêncas - Unversdade do Porto, Rua Campo Alegre, 4430-354 Porto, Portugal - jagoncal@fc.up.pt
More informationFinite difference method
grd ponts x = mesh sze = X NÜÆ Fnte dfference method Prncple: dervatves n the partal dfferental eqaton are approxmated by lnear combnatons of fncton vales at the grd ponts 1D: Ω = (0, X), (x ), = 0,1,...,
More informationAlberding DGNSS solutions for inland waterways
Alberding DGNSS solutions for inland waterways December 2012 1/29 Alberding DGNSS solutions for inland waterways Tamás Horváth Alberding GmbH DISC 12 Vukovar 13 December 2012 Alberding DGNSS solutions
More informationRESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo.
ICSV4 Carns Australa 9- July, 007 RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL Yaoq FENG, Hanpng QIU Dynamc Test Laboratory, BISEE Chna Academy of Space Technology (CAST) yaoq.feng@yahoo.com Abstract
More informationRealtimePPP using EUREF and IGS Networks
RealtimePPP using EUREF and IGS Networks Georg Weber 1) Leos Mervart 2), Peter Neumaier 1), Andrea Stürze 1) 1) Federal Agency for Cartography and Geodesy, Frankfurt am Main, Germany 2) Technical University
More informationPRECISE GPS POSITIONING IMPROVEMENTS BY REDUCING ANTENNA AND SITE DEPENDENT EFFECTS
PRECISE GPS POSITIONING IMPROVEMENTS BY REDUCING ANTENNA AND SITE DEPENDENT EFFECTS Günter Seeber, Falko Menge, Chrstof Völksen Insttut für Erdmessung, Unverstät Hannover, D-3167 Hannover, Germany Gerhard
More informationThe Effects of Geodetic Configuration of the Network in Deformation Analysis
The Effects of Geodetc Confguraton of the Network n Deformaton Analyss M. Onur KAPLAN, Tevfk AYAN and Serdar EROL Turkey Key words: Network confguraton, deformaton analyss, optmzaton, confdence ellpses
More informationAvailability Benefit of Future Dual Frequency GPS Avionics under Strong Ionospheric Scintillation
Avalablty Beneft of Future Dual Frequency GPS Avoncs under Strong Ionospherc Scntllaton Jwon Seo, Todd Walter, and Per Enge Stanford Unversty BIOGRAPHY Jwon Seo s a Ph.D. canddate n aeronautcs and astronautcs
More informationHow To Understand The Results Of The German Meris Cloud And Water Vapour Product
Ttel: Project: Doc. No.: MERIS level 3 cloud and water vapour products MAPP MAPP-ATBD-ClWVL3 Issue: 1 Revson: 0 Date: 9.12.1998 Functon Name Organsaton Sgnature Date Author: Bennartz FUB Preusker FUB Schüller
More informationThe Choice of Direct Dealing or Electronic Brokerage in Foreign Exchange Trading
The Choce of Drect Dealng or Electronc Brokerage n Foregn Exchange Tradng Mchael Melvn & Ln Wen Arzona State Unversty Introducton Electronc Brokerage n Foregn Exchange Start from a base of zero n 1992
More informationEstablishment of Geodetic Control in Jebba Dam using CSRS PPP Processing Software
Journal o Emergng Trends n Engneerng and Aled Scences (JETEAS) (5): 763-769 Scholarlnk Research Insttute Journals, (ISSN: 4-76) jeteas.scholarlnkresearch.org Journal o Emergng Trends n Engneerng and Aled
More informationForm-finding of grid shells with continuous elastic rods
Page of 0 Form-fndng of grd shells wth contnuous elastc rods Jan-Mn L PhD student Insttute of Buldng Structures and Structural Desgn (tke), Unversty Stuttgart Stuttgar, Germany quantumamn@gmal.com Jan
More informationtechnical notes TRIMBLE SURVEY MANAGER SOFTWARE
TRIMBLE SURVEY MANAGER SOFTWARE technical notes The Trimble survey manager software is a powerful Field and office software for the collection, processing, and visualization of data collected during precise
More informationDamage detection in composite laminates using coin-tap method
Damage detecton n composte lamnates usng con-tap method S.J. Km Korea Aerospace Research Insttute, 45 Eoeun-Dong, Youseong-Gu, 35-333 Daejeon, Republc of Korea yaeln@kar.re.kr 45 The con-tap test has the
More informationIMPACT ANALYSIS OF A CELLULAR PHONE
4 th ASA & μeta Internatonal Conference IMPACT AALYSIS OF A CELLULAR PHOE We Lu, 2 Hongy L Bejng FEAonlne Engneerng Co.,Ltd. Bejng, Chna ABSTRACT Drop test smulaton plays an mportant role n nvestgatng
More informationEuropean Position Determination System. Guidelines For Cross- Border Data Exchange
European Position Determination System Guidelines For Cross- Border Data Exchange Version 1.0 21 September 2006 Copyright: Publisher: 2007 by the International EUPOS Steering Committee Office of the International
More informationAutonomous Navigation and Map building Using Laser Range Sensors in Outdoor Applications
Autonomous Navgaton and Map buldng Usng aser Range Sensors n Outdoor Applcatons Jose Guvant, Eduardo Nebot and Stephan Baker Australan Centre for Feld Robotcs Department of Mechancal and Mechatronc Engneerng
More informationEconomic Interpretation of Regression. Theory and Applications
Economc Interpretaton of Regresson Theor and Applcatons Classcal and Baesan Econometrc Methods Applcaton of mathematcal statstcs to economc data for emprcal support Economc theor postulates a qualtatve
More informationCase Study: Load Balancing
Case Study: Load Balancng Thursday, 01 June 2006 Bertol Marco A.A. 2005/2006 Dmensonamento degl mpant Informatc LoadBal - 1 Introducton Optmze the utlzaton of resources to reduce the user response tme
More informationHelp is a tou ch of a button away. Telecare - keeping you safe and independent in your own home. i Personal emergency equipment
Help s a tou ch of a button away Telecare - keepng you safe and ndependent n your own home Personal emergency equpment 24/7 moble response - ncludng a dgnty savng lftng servce Professonal support Welcome
More informationA Crossplatform ECG Compression Library for Mobile HealthCare Services
A Crossplatform ECG Compresson Lbrary for Moble HealthCare Servces Alexander Borodn, Yulya Zavyalova Department of Computer Scence Petrozavodsk State Unversty Petrozavodsk, Russa {aborod, yzavyalo}@cs.petrsu.ru
More informationAN EFFICIENT GROUP AUTHENTICATION FOR GROUP COMMUNICATIONS
Internatonal Journal of Network Securty & Its Applcatons (IJNSA), Vol.5, No.3, May 2013 AN EFFICIENT GROUP AUTHENTICATION FOR GROUP COMMUNICATIONS Len Harn 1 and Changlu Ln 2 1 Department of Computer Scence
More informationLei Liu, Hua Yang Business School, Hunan University, Changsha, Hunan, P.R. China, 410082. Abstract
, pp.377-390 http://dx.do.org/10.14257/jsa.2016.10.4.34 Research on the Enterprse Performance Management Informaton System Development and Robustness Optmzaton based on Data Regresson Analyss and Mathematcal
More informationFrequency Selective IQ Phase and IQ Amplitude Imbalance Adjustments for OFDM Direct Conversion Transmitters
Frequency Selectve IQ Phase and IQ Ampltude Imbalance Adjustments for OFDM Drect Converson ransmtters Edmund Coersmeer, Ernst Zelnsk Noka, Meesmannstrasse 103, 44807 Bochum, Germany edmund.coersmeer@noka.com,
More informationNPAR TESTS. One-Sample Chi-Square Test. Cell Specification. Observed Frequencies 1O i 6. Expected Frequencies 1EXP i 6
PAR TESTS If a WEIGHT varable s specfed, t s used to replcate a case as many tmes as ndcated by the weght value rounded to the nearest nteger. If the workspace requrements are exceeded and samplng has
More informationApplication of Quasi Monte Carlo methods and Global Sensitivity Analysis in finance
Applcaton of Quas Monte Carlo methods and Global Senstvty Analyss n fnance Serge Kucherenko, Nlay Shah Imperal College London, UK skucherenko@mperalacuk Daro Czraky Barclays Captal DaroCzraky@barclayscaptalcom
More informationStreaming Real-Time IGS Data and Products Using NTRIP
Streaming Real-Time IGS Data and Products Using NTRIP Georg Weber Federal Agency for Cartography and Geodesy (BKG), Frankfurt, Germany 1. Introduction The Real-Time IGS Working Group developed the RTIGS
More informationData Mining from the Information Systems: Performance Indicators at Masaryk University in Brno
Data Mnng from the Informaton Systems: Performance Indcators at Masaryk Unversty n Brno Mkuláš Bek EUA Workshop Strasbourg, 1-2 December 2006 1 Locaton of Brno Brno EUA Workshop Strasbourg, 1-2 December
More informationThe Virtual Movable Human Upper Body for Palpatory Diagnostic Training
Paper Number 26-1-232 Sesson DHM5 The Vrtual Movable Human Upper Body for Palpatory Dagnostc Tranng Meng-Yun Chen, Robert L. Wllams II, Robert R. Conatser Jr. and John N. Howell Interdscplnary Insttute
More informationSolving Factored MDPs with Continuous and Discrete Variables
Solvng Factored MPs wth Contnuous and screte Varables Carlos Guestrn Berkeley Research Center Intel Corporaton Mlos Hauskrecht epartment of Computer Scence Unversty of Pttsburgh Branslav Kveton Intellgent
More informationCross-platform ECG Compression Library for Mobile HealthCare Services
Cross-platform ECG Compresson Lbrary for Moble HealthCare Servces Alexander Borodn, Yula Zavyalova Petrozavodsk State Unversty Department of Computer Scence Ths research s supported by grant KA179 of Karela
More informationAlberding-QC. a multi-purpose GNSS service performance monitoring tool. Tamás Horváth. Alberding GmbH
a multi-purpose GNSS service performance monitoring tool Alberding GmbH EUREF 2014 Symposium, 4-7 June 2014, Vilnius, Lithuania 1/22 Outline Alberding GmbH Displacement monitoring with low-cost GNSS receivers
More informationPortfolio Loss Distribution
Portfolo Loss Dstrbuton Rsky assets n loan ortfolo hghly llqud assets hold-to-maturty n the bank s balance sheet Outstandngs The orton of the bank asset that has already been extended to borrowers. Commtment
More informationComputational Fluid Dynamics II
Computatonal Flud Dynamcs II Eercse 2 1. Gven s the PDE: u tt a 2 ou Formulate the CFL-condton for two possble eplct schemes. 2. The Euler equatons for 1-dmensonal, unsteady flows s dscretsed n the followng
More informationHigh Accuracy Real-time Dam Monitoring Using Low-cost GPS Equipment
Hgh Accuracy Real-tme Dam Montorng Usng Low-cost GPS Equpment Reda ALI, Paul CROSS, Unted Kngdom and Al EL-SHARKAWY, Egypt Key words: Multpath, Sdereal-day correcton, Pacoma Dam, GPSEM. SUMMARY A methodology
More informationAFREF First GNSS Station : Lessons learnt Building up a Continental Reference Frame
AFREF First GNSS Station : Lessons learnt Building up a Continental Reference Frame Joel van Cranenbroeck, Director of Technology and Project Development Leica Geosystems AG, Geomatic Division CH-9435
More informationTrimble CenterPoint RTX Post-Processing Services FAQs
Trimble CenterPoint RTX Post-Processing Services FAQs What is Trimble RTX technology? 30 September 2013 Trimble RTX TM (Real Time extended) is a high-accuracy, global GNSS correction technology that combines
More informationWHAT YOU NEED TO USE THE STATE PLANE COORDINATE SYSTEMS
WHAT YOU NEED TO USE THE STATE PLANE COORDINATE SYSTEMS N & E State Plane Coordinates for Control Points AZIMUTHS - True, Geodetic, or Grid - Conversion from Astronomic to Geodetic (LaPlace Correction)
More informationGeomatics. Department of. Fakultät für Geomatik. Karlsruhe University of Applied Sciences. Geomatik. Hochschule Karlsruhe Technik und Wirtschaft
Hochschule Karlsruhe Karlsruhe University of Applied Sciences Fakultät für Department of Geomatics Prof. Dr.-Ing. Heinz Saler Fakultät für 13 Professors 8 Research assistants / assistant professors 8 Employees
More informationFormulating & Solving Integer Problems Chapter 11 289
Formulatng & Solvng Integer Problems Chapter 11 289 The Optonal Stop TSP If we drop the requrement that every stop must be vsted, we then get the optonal stop TSP. Ths mght correspond to a ob sequencng
More informationMarginal Benefit Incidence Analysis Using a Single Cross-section of Data. Mohamed Ihsan Ajwad and Quentin Wodon 1. World Bank.
Margnal Beneft Incdence Analyss Usng a Sngle Cross-secton of Data Mohamed Ihsan Ajwad and uentn Wodon World Bank August 200 Abstract In a recent paper, Lanjouw and Ravallon proposed an attractve and smple
More informationUSER S MANUAL. Settop Cell-Xtrem
USER S MANUAL Settop Cell-Xtrem Rev. March 2014 USER S MANUAL 2 Index USER S MANUAL... 1 Settop Cell-Xtrem... 3 Become familiar with the Settop Cell-Xtrem... 4 Become familiar with the Settop Cell-Xtrem
More informationKeywords: Wind action, Brazilian code, Dynamic of structures, Experimental investigation, Natural Frequencies.
EACWE 5 Florence, Italy 19 th 23 rd July 2009 Flyng Sphere mage Museo Ideale L. Da Vnc Wnd acton accordng to the Brazlan Code: a case study 1 st A.M.Wahrhaftg, 2 nd R.M.L.R.F. Brasl Department of Constructon
More informationA Replication-Based and Fault Tolerant Allocation Algorithm for Cloud Computing
A Replcaton-Based and Fault Tolerant Allocaton Algorthm for Cloud Computng Tork Altameem Dept of Computer Scence, RCC, Kng Saud Unversty, PO Box: 28095 11437 Ryadh-Saud Araba Abstract The very large nfrastructure
More informationwhere the coordinates are related to those in the old frame as follows.
Chapter 2 - Cartesan Vectors and Tensors: Ther Algebra Defnton of a vector Examples of vectors Scalar multplcaton Addton of vectors coplanar vectors Unt vectors A bass of non-coplanar vectors Scalar product
More informationNMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING. Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582
NMT EE 589 & UNM ME 482/582 ROBOT ENGINEERING Dr. Stephen Bruder NMT EE 589 & UNM ME 482/582 7. Root Dynamcs 7.2 Intro to Root Dynamcs We now look at the forces requred to cause moton of the root.e. dynamcs!!
More informationInter-Ing 2007. INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007.
Inter-Ing 2007 INTERDISCIPLINARITY IN ENGINEERING SCIENTIFIC INTERNATIONAL CONFERENCE, TG. MUREŞ ROMÂNIA, 15-16 November 2007. UNCERTAINTY REGION SIMULATION FOR A SERIAL ROBOT STRUCTURE MARIUS SEBASTIAN
More informationTENSOR GAUGE FIELDS OF DEGREE THREE
TENSOR GAUGE FIELDS OF DEGREE THREE E.M. CIOROIANU Department of Physcs, Unversty of Craova, A. I. Cuza 13, 2585, Craova, Romana, EU E-mal: manache@central.ucv.ro Receved February 2, 213 Startng from a
More informationDynamic Pricing for Smart Grid with Reinforcement Learning
Dynamc Prcng for Smart Grd wth Renforcement Learnng Byung-Gook Km, Yu Zhang, Mhaela van der Schaar, and Jang-Won Lee Samsung Electroncs, Suwon, Korea Department of Electrcal Engneerng, UCLA, Los Angeles,
More informationEPN Special Project Real-Time Analysis Status Report
EPN Special Project Real-Time Analysis Status Report Wolfgang Söhne Federal Agency for Cartography and Geodesy (BKG), Germany Highlights Real-time observational data EUREF regional broadcaster Broadcaster
More informationIntroduction into Real-Time Network Adjustment with Geo++ GNSMART
Introduction into Real-Time Network Adjustment with Geo++ GNSMART Andreas Bagge Gerhard Wübbena, Martin Schmitz Geo++ GmbH D-30827 Garbsen, Germany www.geopp.de GeoInformation Workshop 2004, Istanbul Kultur
More informationthe Manual on the global data processing and forecasting system (GDPFS) (WMO-No.485; available at http://www.wmo.int/pages/prog/www/manuals.
Gudelne on the exchange and use of EPS verfcaton results Update date: 30 November 202. Introducton World Meteorologcal Organzaton (WMO) CBS-XIII (2005) recommended that the general responsbltes for a Lead
More informationA Cryptographic Key Assignment Scheme for Access Control in Poset Ordered Hierarchies with Enhanced Security
Internatonal Journal of Network Securty, Vol.7, No., PP.3 34, Sept. 8 3 A ryptographc Key Assgnment Scheme for Access ontrol n Poset Ordered Herarches wth Enhanced Securty Debass Gr and P. D. Srvastava
More informationiavenue iavenue i i i iavenue iavenue iavenue
Saratoga Systems' enterprse-wde Avenue CRM system s a comprehensve web-enabled software soluton. Ths next generaton system enables you to effectvely manage and enhance your customer relatonshps n both
More informationWatermark-based Provable Data Possession for Multimedia File in Cloud Storage
Vol.48 (CIA 014), pp.103-107 http://dx.do.org/10.1457/astl.014.48.18 Watermar-based Provable Data Possesson for Multmeda Fle n Cloud Storage Yongjun Ren 1,, Jang Xu 1,, Jn Wang 1,, Lmng Fang 3, Jeong-U
More informationModeling and Analysis of 2D Service Differentiation on e-commerce Servers
Modelng and Analyss of D Servce Dfferentaton on e-commerce Servers Xaobo Zhou, Unversty of Colorado, Colorado Sprng, CO zbo@cs.uccs.edu Janbn We and Cheng-Zhong Xu Wayne State Unversty, Detrot, Mchgan
More informationGNSS and Heighting, Practical Considerations. A Parker National Geo-spatial Information Department of Rural Development and Land Reform
GNSS and Heighting, Practical Considerations A Parker National Geo-spatial Information Department of Rural Development and Land Reform GNSS Global Navigation Satellite Systems (GNSS) Global Positioning
More informationAn Analysis of Dynamic Severity and Population Size
An Analyss of Dynamc Severty and Populaton Sze Karsten Wecker Unversty of Stuttgart, Insttute of Computer Scence, Bretwesenstr. 2 22, 7565 Stuttgart, Germany, emal: Karsten.Wecker@nformatk.un-stuttgart.de
More information2. RELATED WORKS AND PROBLEM STATEMENT
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 30, 1245-1260 (2014) Short Paper Traffc Congeston Evaluaton and Sgnal Tmng Optmzaton Based on Wreless Sensor Networks: Issues, Approaches and Smulaton * School
More informationRegression Models for a Binary Response Using EXCEL and JMP
SEMATECH 997 Statstcal Methods Symposum Austn Regresson Models for a Bnary Response Usng EXCEL and JMP Davd C. Trndade, Ph.D. STAT-TECH Consultng and Tranng n Appled Statstcs San Jose, CA Topcs Practcal
More informationAbstract. 1. Introduction
System and Methodology for Usng Moble Phones n Lve Remote Montorng of Physcal Actvtes Hamed Ketabdar and Matt Lyra Qualty and Usablty Lab, Deutsche Telekom Laboratores, TU Berln hamed.ketabdar@telekom.de,
More informationWhy do we need to improve co-locations of space geodetic techniques?
Why do we need to improve co-locations of space geodetic techniques? Zuheir Altamimi & Xavier Collilieux IGN France 1 Outline ITRF Heritage Current status of technique networks & co-locations Results from
More informationQuantization Effects in Digital Filters
Quantzaton Effects n Dgtal Flters Dstrbuton of Truncaton Errors In two's complement representaton an exact number would have nfntely many bts (n general). When we lmt the number of bts to some fnte value
More informationNumerical Methods 數 值 方 法 概 說. Daniel Lee. Nov. 1, 2006
Numercal Methods 數 值 方 法 概 說 Danel Lee Nov. 1, 2006 Outlnes Lnear system : drect, teratve Nonlnear system : Newton-lke Interpolatons : polys, splnes, trg polys Approxmatons (I) : orthogonal polys Approxmatons
More informationFault tolerance in cloud technologies presented as a service
Internatonal Scentfc Conference Computer Scence 2015 Pavel Dzhunev, PhD student Fault tolerance n cloud technologes presented as a servce INTRODUCTION Improvements n technques for vrtualzaton and performance
More informationMayor City of Lincoln. Director of Public Works City of Lincoln. Transit Manager StarTran. Maintenance Superintendent. Operations Superintendent
Mayor Cty of Lncoln StarTran Advsory Board Drector of Publc Works Cty of Lncoln Transt Manager StarTran Offce Manager Admnstratve Support Operatons Superntendent Accountng Mantenance Superntendent Plannng
More informationHeuristic Static Load-Balancing Algorithm Applied to CESM
Heurstc Statc Load-Balancng Algorthm Appled to CESM 1 Yur Alexeev, 1 Sher Mckelson, 1 Sven Leyffer, 1 Robert Jacob, 2 Anthony Crag 1 Argonne Natonal Laboratory, 9700 S. Cass Avenue, Argonne, IL 60439,
More informationAnalysis of Demand for Broadcastingng servces
Analyss of Subscrpton Demand for Pay-TV Manabu Shshkura * Norhro Kasuga ** Ako Tor *** Abstract In ths paper, we wll conduct an analyss from an emprcal perspectve concernng broadcastng demand behavor and
More informationGNSS FIELD DATA COLLECTION GUIDELINES
AD-SDI DATA STANDARD GNSS FIELD DATA COLLECTION GUIDELINES Version 1.0 September 2011 Prepared by Abu Dhabi Spatial Data Infrastructure (AD-SDI) Abu Dhabi Systems and Information Centre (ADSIC) Abu Dhabi,
More informationGFZ prototype for GPS-based realtime deformation monitoring
GFZ prototype for GPS-based realtime deformation monitoring Junping Chen, Maorong Ge, Markus Vennebusch, Gerd Gendt, Markus Rothacher Department of Geodesy and Remote Sensing, GeoForschungsZentrum, Postdam
More informationSurvey on Virtual Machine Placement Techniques in Cloud Computing Environment
Survey on Vrtual Machne Placement Technques n Cloud Computng Envronment Rajeev Kumar Gupta and R. K. Paterya Department of Computer Scence & Engneerng, MANIT, Bhopal, Inda ABSTRACT In tradtonal data center
More information3.5.4.2 One example: Michelson interferometer
3.5.4.2 One example: Michelson interferometer mirror 1 mirror 2 light source 1 2 3 beam splitter 4 object (n object ) interference pattern we either observe fringes of same thickness (parallel light) or
More informationCS 2750 Machine Learning. Lecture 3. Density estimation. CS 2750 Machine Learning. Announcements
Lecture 3 Densty estmaton Mlos Hauskrecht mlos@cs.ptt.edu 5329 Sennott Square Next lecture: Matlab tutoral Announcements Rules for attendng the class: Regstered for credt Regstered for audt (only f there
More informationHybrid Log-based Fault Tolerant scheme for Mobile Computing System Yongning Zhai1, a, Zhenpeng Xu1, b, Weini Zeng1, c
2nd Internatonal Conference on Advances n Mechancal Engneerng and Industral Informatcs (AMEII 2016) Hybrd Log-based Fault Tolerant scheme for Moble Computng System Yongnng Zha1, a, Zhenpeng Xu1, b, Wen
More informationSatisfaction with a Web Site: Its Measurements, Factors, and Correlates
Satsfacton wth a Web Ste: Its Measurements, Factors, and Correlates Prof. Dr. Paul Alpar Phlpps-Unverstät Marburg Fb. Wrtschaftswssenschaften Inst. für Wrtschaftsnformatk Unverstätsstraße 25 D-35037 Marburg
More informationA Cost-Effective Strategy for Intermediate Data Storage in Scientific Cloud Workflow Systems
A Cost-Effectve Strategy for Intermedate Data Storage n Scentfc Cloud Workflow Systems Dong Yuan, Yun Yang, Xao Lu, Jnjun Chen Faculty of Informaton and Communcaton Technologes, Swnburne Unversty of Technology
More informationOptimal multi-dimensional dynamic resource allocation in mobile cloud computing
Vaklna et al. EURASIP Journal on Wreless Communcatons and Networkng 2014, 2014:201 http://jwcn.euraspjournals.com/content/2014/1/201 RESEARCH Open Access Optmal mult-dmensonal dynamc resource allocaton
More informationA New Task Scheduling Algorithm Based on Improved Genetic Algorithm
A New Task Schedulng Algorthm Based on Improved Genetc Algorthm n Cloud Computng Envronment Congcong Xong, Long Feng, Lxan Chen A New Task Schedulng Algorthm Based on Improved Genetc Algorthm n Cloud Computng
More informationIMPROVEMENT OF THE STABILITY SOLVING RATIONAL POLYNOMIAL COEFFICIENTS
IMPROVEMEN OF HE ABIIY OVING RAIONA POYNOMIA COEFFICIEN Xanyong n a,*, Xuxao Yuan a a chool of Remote ensng and Informaton Engneerng, Wuhan Unversty, 19 uoyu Road, Wuhan 40079, Chna wnterlnny@16.com Commsson
More informationAn interactive system for structure-based ASCII art creation
An nteractve system for structure-based ASCII art creaton Katsunor Myake Henry Johan Tomoyuk Nshta The Unversty of Tokyo Nanyang Technologcal Unversty Abstract Non-Photorealstc Renderng (NPR), whose am
More informationTime Delayed Independent Component Analysis for Data Quality Monitoring
IWSSIP 1-17th Internatonal Conference on Systems, Sgnals and Image Processng Tme Delayed Independent Component Analyss for Data Qualty Montorng José Márco Faer Sgnal Processng Laboratory, COE/Pol Federal
More informationVision Mouse. Saurabh Sarkar a* University of Cincinnati, Cincinnati, USA ABSTRACT 1. INTRODUCTION
Vson Mouse Saurabh Sarkar a* a Unversty of Cncnnat, Cncnnat, USA ABSTRACT The report dscusses a vson based approach towards trackng of eyes and fngers. The report descrbes the process of locatng the possble
More informationDeformation Integrity Monitoring for GNSS-Positioning Services including a Scalable Hazard Monitoring by the Karlsruhe Approach (MONIKA)
Deformation Integrity Monitoring for GNSS-Positioning Services including a Scalable Hazard Monitoring by the Karlsruhe Approach (MONIKA) - Software Handling - Speaker: Dipl.Ing. Peter Spohn Content 1.
More informationConversion between the vector and raster data structures using Fuzzy Geographical Entities
Converson between the vector and raster data structures usng Fuzzy Geographcal Enttes Cdála Fonte Department of Mathematcs Faculty of Scences and Technology Unversty of Combra, Apartado 38, 3 454 Combra,
More informationGenetic Algorithm Based Optimization Model for Reliable Data Storage in Cloud Environment
Advanced Scence and Technology Letters, pp.74-79 http://dx.do.org/10.14257/astl.2014.50.12 Genetc Algorthm Based Optmzaton Model for Relable Data Storage n Cloud Envronment Feng Lu 1,2,3, Hatao Wu 1,3,
More information