The use of global navigation satellite systems for deformation analysis of the Dargovských hrdinov housing estate

Size: px
Start display at page:

Download "The use of global navigation satellite systems for deformation analysis of the Dargovských hrdinov housing estate"

Transcription

1 Acta Montanstca Slovaca Ročník 16 (011), číslo 4, The use of global navgaton satellte systems for deformaton analyss of the Dargovských hrdnov housng estate Pavel Kukučka 1, Slavomír abant and Gabrel Wess In ths paper, the deformaton analyss of the Dargovských hrdnov housng estate usng global navgaton satellte systems s descrbed. Theoretcally, t deals wth the reasons of formaton of slope deformatons, the ways of ther measurement, and wth the recent development and avalablty of GNSS. Partcular attenton s pad to the descrpton of the deformaton analyss technque, begnnng wth workng out the project, locatng by the GNSS, up to processng and testng of the deformaton network. The practcal part s based on the theoretcal knowledge and descrbes the measurement procedure, the equpment used, workng methodology and testng of the bondng network. Based on the results obtaned by the deformaton analyss, the paper offers nformaton about the recent condton of the nvestgated area. Key words: deformatonal analyss, global navgaton satellte systems, GMM Introducton The global navgaton satellte systems (GNSS) are ncreasngly used to montor landslde areas for the needs of deformaton analyss. The advantage of these measurements s manly n ther hgh relablty and accuracy, as well as ther ndependence from the season and tme of measurements. The man advantage s n elmnaton of the necessty of drect vsblty between the ponts whch s,however, replaced by the necessty of satsfactory recepton of the sgnal from GNSS satelltes. The only condton s drect access of satellte sgnals at the measured ponts. The hghest accuracy of usng GNSS s acheved by relatve measurements of the phase of a carrer wave. Statc relatve-phase measurement s a basc and most often used method n geodesy. Over the last decade, GNSS have essentally ncreased ther accuracy that s a precondton for ther use also n the feld of engneerng geodesy for determnng shfts of buldng structures and slope deformatons. Slope deformatons are processes n whch, for dfferent reasons, the stablty of rock slopes s affected resultng n the sldng movement of rock masses. They pose a danger to all the planned and accomplshed structures whether we are talkng about people s dwellngs or buldngs whch make our lfe on ths planet easer. A slope s prone to slde due to ts geologcal structure, propertes of rocks, hydrogeologcal condtons, etc. The cause of slope movements s gravtaton. The most mportant passve force s the compactness of rock. At present 4 GNSS systems are n use or beng developed (www1): Global Postonng System (GPS NAVSTAR), Global navgaton Satellte System (GONASS), Galleo - a system beng bult by the EU wth global coverage by the year 014, Compass - an ndependent system beng developed by Chna wth global coverage by the year 017. In Slovaka, there are networks n operaton whch are used for spatal determnng of poston: SKPOS and eca SmartNet. SKPOS s a permanent servce consstng of the network of reference statons that processes and n real tme provdes geocentrc coordnates for precse locaton of objects and phenomena. The reference statons recevng GNSS sgnals are postoned n geodetc ponts. The ponts are manly placed on the roofs of the buldngs of and regstres whch are connected to the department vrtual prvate network (VPS) to provde hgh qualty electronc communcaton. In the year 010, other 3 reference statons SKVT (Vranov nad Topľou), BREZ (Brezno), JABO (Jaslovské Bohunce) became avalable, thus ncreasng the total number of reference statons to 6. (www, www3) eca SmartNet s an ntegrated software package that enables to centrally control and operate ndvdual reference statons or the whole networks of reference statons. Ths network s a modular system wth new advanced solutons for hgh-accuracy RTK networks wth extensve coverage, centralzed dstrbuton of data and admnstraton of data access. At present, the network ncludes 0 reference statons. In comparson wth SKPOS that uses the technology of Vrtual reference statons (VRS), the eca SmartNet network uses MAC 1 Ing. Pavel Kukučka, Ing. Slavomír abant, PhD., prof. Ing. Gabrel Wess, PhD., Techncal unverzty of Košce, Faculty of mnng, ecology, procces control, and geotechnology, Insttute of Geodesy, Cartography and Geographc Informaton Systems, Park Komenského 19, Košce, Slovak Republc, pavel.kukucka@tuke.sk, slavomr.labant@tuke.sk, gabrel.wess@tuke.sk. 319

2 Pavel Kukučka, Slavomír abant and Gabrel Wess: The use of global navgaton satellte systems for deformaton analyss of the Dargovských hrdnov housng estate (Master Auxlary Concept) whch s a newer technology. Moreover, MAC network soluton provdes homogenous accuracy ndependent from the dstance from the reference staton. (www4). ocaton of deformaton The Dargovských hrdnov housng estate, also known as Furča s part of the town of Košce located n the dstrct Košce III and s an ndependent cadastral area wth acreage of 1109 hectares. The housng estate stretches n the Košce basn on the top of a major morphologcal elevaton between the valley of the Rver Hornád n the west and the Torysa Rver n the east. The area n queston (Fg. 1) s demarcated by the roads Prešovská cesta, Sečovská cesta, the streets Treda armádneho generála. Svobodu and Herlanska. It s stuated n the Košce basn n the sub-unt of the Toryska hlly land and les m above the sea level. ocated n the area there can be found the Opátsky fault (of the Zemplnsko- Berehovsky system) that runs along the foothll of the western front slopes as well as of the Hornad system,.e. western Kosce fault and Kostoľanský fault. The area les n the warm clmatc zone T3 wth average annual temperatures varyng from to 8.9 C and wth on average 118 frost days per year, and average depth of sol freezng 111 cm. Accordng to SHMU measurements, the average long-term total amount of ranfall s mm. Fg. 1. Area map. Measurement of the network and evaluaton of sgnals Measurements were performed usng two types of doublefrequency recevers eca GPS900CS, eca GPS100 and a dgtal levellng devce Topcon D-101C. eca GPS100 (Fg. ) and eca GPS900CS (Fg. 3) are double-frequency geodetc RTK recevers that allow to use statc, fast statc, knematc and On the fly methods for measurements. Topcon D-101C allows to perform the levellng measurement usng the method of techncal, precse and very accurate levellng as well as layng-out. Pror to the measurement tself, thorough reconnassance of the terran was carred out n order to nvestgate the condton of the pont feld and select sutable observed ponts (herenafter OP) n the rsky areas. After the reconnassance, t was found out that n the area there were a lot of ponts servng for assessment of slope movements, however, some of these ponts were reconstructed and some of them were destroyed. All the ponts were stablzed as nterconnected geodetc ponts (lned drlled wells ftted wth a metal ppe and flled wth concrete). On the surface of each pllar there was cemented a metal plate wth a drlled hole 16 mm n dameter whch provded dependent centrng and the benchmark was ftted at the lower part of the pllars (Fg. 3). The choce of sutable OP n the rsky areas was dependent on the densty of the bult-up area and vegetaton cover. 5 OP marked B -6, B-10, C-0, P-III-1, P-IV-1 (Fg. 4) were selected for montorng slope deformatons stablzed wth the lned drlled wells where there was an ncreased antcpaton of movement. Selecton of these ponts was performed takng nto consderaton the opton of the best possble recepton of sgnals from the satelltes. Harngeš, Fg.. Measurng at the pont Harngeš. Fg. 3. Measurng at the pont P-IV-1. 30

3 Acta Montanstca Slovaca Ročník 16 (011), číslo 4, Varkapa and Šroká ponts were used for processng as reference ponts (herenafter marked as H, V, S) stablzed by naled sgns wth holes n stone prsms of the sze 0 x 0 x 70 cm protected by concrete rngs and protectve rods (Fg. ). (Sabova, 007, AMS) Before the expermental measurement, whch was performed on 13 June 009, a sutable method of measurement was selected to ensure the hghest accuracy of observaton. The selected method approprate for the ntended measurement was a statc method wth 3 peces of eca GPS100 equpment and 5 peces of eca GPS900CS equpment (+1 back- up) avalable to carry out the mea- these types of equpment, apart from ther techncal parameters, les manly n the fact that eca GPS100 receves only GPS sgnals and eca GPS900CS allows to recevee sgnals from the GPS satellte system as well as surement. The dfference between from GONASS (GNSS recever). That s because of ths very dfference that the posto- was nng of the equpment reassessed wth the concluson that GPS (eca GPS100) recevers should be nstalled on the reference ponts (here- was not blocked and a smaller number of observaton satelltes would be requred. GNSS (eca GPS900CS) recevers were pos- toned on the OP where a clear vew of the sky s sometmes lmted and t was necessary to ncrease the number of obser- vaton satelltes. In ths case these were GONASS satelltes that were used. nafter RP) H, V, S, where the sky Fg. 4. Stuaton of the deformaton networks. Before the measurement t was necessary to set the same mode of measurement for every pece of equpment to avod dstorton of the results of the measurements due to the wrong settng. eca GPS900CSS equpment was postoned on all of the OP usng a Zess pad and two types of fxng bolts. A clamp bolt was used for grppng of the Zess pad to the pllar thus provdng vertcal centrng; the second one was used for grppng of the antenna n the Zess pad. evellng was performed usng pre-rectfed optcal centrng devce mbedded nto the Zess pad. Recevers eca GPS100 were postoned on the RP on trpods wth three telescopc legs usng the Zess pad and a specal bolt. A rectfed optcal centrng devce was used for levellng the devces. Durng the observaton, the heght dfference of the recevers antennas and benchmarks of the ponts was determned by the levellng method usng a dgtal levellng devce Topcon D 101C. For each measurement the horzontal poston was adjusted so that the horzontal adjustment lne n the telescope of the levellng devce was the same as the heght determned on the antenna (Fg.5) and consequently the heght was electroncally read off several tmes for more precse adjustment on the code levellng lath placed on the benchmark of the pont. The resultng heght was calculated on the bass of the arthmetcal average. The control measurement of the slant dstance was performed by applyng an addtonal measurng tape to compare or eventually detectt gross errors. 4-hour observatons were recorded at all ponts Fg. 5. Feld of vew by the measured heght of wth the tme of measurement from 11:00-15:00. antenna. 31

4 Pavel Kukučka, Slavomír abant and Gabrel Wess: The use of global navgaton satellte systems for deformaton analyss of the Dargovských hrdnov housng estate Processng of the measured data was carred out usng the company software eca Geo Offce 5.0 (GO) where the fact was taken nto account that n the area of the town of Košce there were RP of two ndependent from each other permanent GNSS servces, namely KUKE reference staton of SKPOS servve placed on the buldng of the and regstry n Košce and KOSI reference staton of eca SmartNet network placed on Delluss pavlon on the campus of the Techncal Unversty. The data from the reference statons for the gven tme of measurement were receved from Ms Šalátová (data from KUKE) and from Mr E. Frohmanna, PhD (data from KOSI) upon wrtten requests n the exchange format RINEX. In order to compare the pont poston determned by SKPOS and eca SmartNet servce, n the software processng t was always only one pont was chosen as a RP from the par of KUKE and KOSI ponts and the other was not used so that two ndependent sets of the coordnates of the OP n the coordnate system Unfed Trgonometrc Cadastral Network 03 (UTCN 03) were obtaned. By comparson of the ndvdual sets of coordnates t was proved that the data provded by the state permanent servce of SKPOS observaton statons and the prvate eca SmartNet network were at the same accuracy level (Tab. 1). For the purposes of the deformaton analyss performed ndependent processng of the bondng network was performed whch corresponded to processng n the year 003 when the poston of the ponts was carred out usng the GNSS method and the heght was determned usng the hght precson levellng (HP) method. In the year 003 the ponts H, V, S were used as RP and because of that for the year 009 the KOS and KUKE ponts were excluded from processng. In the year 003, the HP method was used to determne the heghts of the ponts usng the levellng devce Zess N 007 wth an average klometer error 0,5 mm/km and n the year 009 determnaton of the heghts was carred out usng the GNSS statc method wth the vertcal poston determnaton 10 mm D ppm. As the yearly measurements dd not have the same precson level, and the ntal comparson of heghts by the GNSS method wth the year 003 showed consderable dfferences, processng of the 3D network was cancelled, n whch sgnfcant heght dfferences negatvely affected the overall results, and only postonng processng of the bondng network was carred out. Intal pre-processng of the observaton data was performed n GO 5.0 software envronment where, for the sake of updatng, transformaton of the coordnates of the OP and RP from the coordnate system ETRS 89 nto the local coordnate system UTCN 03 (Unfed Trgonometrc Cadastral Network 03) was carred out usng the transformaton parameters UTCN 03. Transformaton of the year 003 used for the deformaton analyss was performed usng smlar transformaton (Šütt, 1997), where on the bass on the respectve formulas the accuracy of the transformaton of ndvdual coordnates of the OP was determned wth an average value of the mean error of the transformaton mm. Gauss-Markov model wth full rank Postonng coordnates of 5 OP and 3 RP as well coordnate dfferences between them (Fg. 5) were used for D bondng processng of the estmates of unknown parameters usng Gauss-Markov model (GMM) gven by: v = AdCˆ d = A( Cˆ C ) ( ), Σ = s Q, 0 Tab. 1. Dfferences of coordnates of ponts. KUKE KOSI SKPOS SmartNet [m] [m] [mm] number of ponts - functonal part, - stochastc part, coordnate dfferences The structure of ndvdual values n ths network s defned by m = 5 GNSS vectors obtaned through observatons, n = m = 50 observaton components, b = 8 OP and k = b = 16 determned by parameters, wth k = 10 beng only for the OP. (Gašnec et al., 000; Pukanská et al., 007, Sabová et al., 007; Wess et al., 008): Vector of observatons (50,1) s created by poston coordnate dfferences between ndvdual network ponts whch are taken from the processng of vector n GO 5.0 software. The sequence of coordnate dfferences s gven n alphabetcal order of vector startng ponts based frstly on observed ponts and then on RP wth coordnate dfferences X, Y. Ths order s mantaned for the entre adjustment. B-6 B-10 C-0 P-III- 1 P-IV- 1 X Y Z X Y Z X Y Z X Y Z X Y Z (1) 3

5 Acta Montanstca Slovaca Ročník 16 (011), číslo 4, A vector of approxmate coordnates of OP C (10,1) s created by poston coordnates of OP, whch were taken from ntal processng n GO 5.0 software. A vector of approxmate observatons (50,1) s gven by relatve coordnate dfferences of approxmate coordnates of gven ponts = f ( C ). The order of ndvdual dfferences s the same as n vector of observatons. The vector of observaton addtves d (50,1) s gven by the dfference of the elements of the observaton vector and the vector of approxmate observatons : d = and s determned n mlmetres. Cofactor matrx Q (50,50) s a dagonal matrx wth cofactors on the man dagonal. Indvdual cofactors σ were calculated from the relatonshp Σ X, Y q =, where 0 = σ σ, σ = ( 5mm ppm) σ 0 n and the accuracy of the determnaton of the length of ndvdual vectors usng the statc method quoted by the manufacturer s 5 mm + 0,5 mm/km of the length. Confguraton matrx A (partal dervatons, desgn) characterses network geometry (confguraton) of the network. As there were 3 RP n the gven network, the matrx A (50,16) was dvded nto actve part A (50,10), whch was further processed and passve part A (50,6), whch belonged to 3 RP and was defned as: f ( C ) A =. If vectors and C are related to each other, the coeffcents wll have values { 1,1} C C = Cˆ and f not, they wll have value {} 0. Vector of estmates of auxlares of determned coordnates dc ˆ (10,1 n mm was determned usng a matrx multplcaton: dcˆ 1 1 = ( A Q A) A Q ( ) = N A Q d. () The vector of adjusted coordnates of the OP Ĉ (10,1) s determned by addton of the vector o of approxmate coordnates C and the vector of estmates of coordnate addtves for the calculated ponts dc ˆ : Cˆ = C + dcˆ. (3) Vector of correctons v (50,1) of observed values: v = AdCˆ d. (4) Vector of adjusted measured values ˆ (50,1): = + v (5) v Q v Estmated varance faktor s 0 (1,1) : s0 =. ( n k) (6) The covarance matrx Σ Ĉ (10,10) of adjusted coordnates X, Y Σ s Q Cˆ = 0 C ˆ (7) where on the man dagonal there are varances showng the accuracy of the estmates of the calculated coordnates. Covarance matrx of the adjusted values of the observed quanttes s Σ ) (50,50) : Σ ) = s Q) 0 (8) Redundancy matrx R (50,50) s the product of cofactor matrx 1 1 R Q Q = ( Q AN A ) Q. (9) = V Q and cofactor matrx of correctons Q : Tab. 3. Coordnates of OP and ther accuracy. V Table shows measured, approxmate and adjusted numercal data that relate to the measured values havng vector sze (50,1) gvng unts of quanttes. The total of the elements on the man dagonal of the redundancy matrx fulflls the equaton gven by the relatonshp to the redundances of the network: n tr( R) = r + r r = r = r = n k = = n = 1 1 Table 3 contans approxmate and adjusted numercal data that relate to the determned coordnates of the sze of vectors (10,1) gven wth the unts of ndvdual quanttes. Ponts coordnates o C (10,1) dc ˆ Ĉ σ (10,1) (10,1) (10,1) Ĉ [ m ] [ mm ] [ m ] [ mm ] X B Y B X B Y B X C Y C X P-III Y P-III X P-IV Y P-IV

6 Pavel Kukučka, Slavomír abant and Gabrel Wess: The use of global navgaton satellte systems for deformaton analyss of the Dargovských hrdnov housng estate After processng the measured quanttes t was necessary to verfy by statstcal testng f n the vector of the measured values there were any measurements contanng gross errors. Tab.. Measured data and ther accuracy. GNSS vector o (50,1) d man dag. v (50,1) (50,1) (50,1) ˆ σ (50,1) (50,1) ˆ man dag. Q (50,1) from pont to pont X/ Y [ m ] [ m ] [ mm ] [ mm ] [ m ] [ mm ] R (50,1) B-6 B-10 X Y B-6 C-0 X Y B-6 P-III-1 X Y B-6 P-IV-1 X Y B-6 H X Y B-6 S X Y B-6 V X Y B-10 C-0 X Y B-10 P-III-1 X Y B-10 P-IV-1 X Y B-10 S X Y B-10 V X Y C-0 P-III-1 X Y C-0 P-IV-1 X Y C-0 H X Y C-0 S X Y C-0 V X Y P-III-1 P-IV-1 X Y P-III-1 H X Y P-III-1 S X Y P-III-1 V X Y P-IV-1 H X Y P-IV-1 S X Y H V X Y S V X Y Testng of the network The adjusted network structure was tested usng varous methods. Sutablty of selecton of GMM used for adjustment was verfed by a global test of an estmatng model and the presence of remote measurements was tested by a Pope Tau method, Krűger's test and testng of dverged values. 34

7 Acta Montanstca Slovaca Ročník 16 (011), číslo 4, s0 In the global test, test statstcs T gven by the calculaton T = ( n k) = 0, 806 was compared wth σ 0 the crtcal value wth dvson χ (ch-square) at the level of sgnfcance α = 0, 05 and grades of freedom f = ( n k) : χ α ( n k) = 1, 484 where n = m = 50 represents the number of observaton components and k = b = 10 represents the number of determned parameters. As the crtcal value was hgher than the testng crteron χ α > T, the test dd not confrm any dfferences between the mathematcal model of processng and the observatons used, therefore t can be consdered as not dstorted and observatons as not contanng gross errors. (Caspary, 1987) Deformaton analyss Assessment of changes n the area n queston n the md perod t and t + 1 was carred out based on changes n the coordnates of the ponts n the gven area. Snce, as the result of carryng out bondng processng of the network the coordnates of the OP - B-6, B-10, C-0, P-III-1 and P-IV-1 n the UTCN system for the year 009 were adjusted, the deformaton analyss was performed. The stablty of the gven ponts n the perod between the years 003 and 009 was nvestgated. Through compa-rson of the adjusted coordnates of the OP n the years 003 and 009 the deformaton vector was determned gven by: Tab. 4. Testng of the networks wth local tests. testng of Pope Tau method Krűger's test from pont to pont dverged values TKRIT TX TY TKRIT TX TY TKRIT TX TY B-6 B B-6 C B-6 P-III B-6 P-IV B-6 H B-6 S B-6 V B-10 C B-10 P-III B-10 P-IV B-10 S B-10 V C-0 P-III C-0 P-IV C-0 H C-0 S C-0 V P-III-1 P-IV P-III-1 H P-III-1 S P-III-1 V P-IV-1 H P-IV-1 S H V S V t dcˆ = t t t dxˆ dyˆ ˆ dz = t003 t003 t003 ˆ t X ˆ t Y ˆ t Z Xˆ Yˆ Zˆ, = 1,,..,5. (10) Table 5 gves the dfferences of the coordnates for all the OP. The values of these dfferences were up to 6 mm only for the pont B-6 and P-VI-1 where the dfference of coordnates n the drecton of the y-axs was mm and n the drecton of the x-axs 1.9 mm. Postonal shft (Fg. 6) of these ponts was the bggest for the ponts B-6 and P-VI-1 whch was mm and mm whereas for other ponts t was up to 4.74 mm. Through subsequent testng by a global test and a local test t was nvestgated whether coordnate dfferences occured through movememts of ponts or arose based on the errors n the measurements and processng. Tab. 5. Coordnates of OP n the perod of 003 and 009. Epoch 009 Epoch 003 coordnate Postonal Bod dfferences shft [m] [m] [mm] [mm] B-6 X Y B-10 X Y C-0 X Y P-III-1 X Y P-IV-1 X

8 Pavel Kukučka, Slavomír abant and Gabrel Wess: The use of global navgaton satellte systems for deformaton analyss of the Dargovských hrdnov housng estate The stablty or nstablty of all the ponts was tested by the global test wth t003 o hypothess : ˆ t009 H ˆ 0 C C = 0. The testng statctcs T = 0, 419 was compared wth the crtcal value F - random varable T at the sgnfcance level α = 0,05 and degrees of freedom f = k 10, f = n k = : F ( α, f, f ),065. α 1 1 = 1 = It s gven that T < Fα, therefore the dfferences of coordnates can be consdered as a statstcally nsgnfcant stochastc change of the poston of a pont, and because of that all the OP can be consdered as stable. Though the global test dd not prove the self-movement of the ponts, localzaton testng was conducted to examne the stablty of ndvdual ponts. For each pont of the deformaton network the localzaton testng statstcs T was used gven by the relatonshp: ) ) dc Q ) dc dc T = F ( f = k1, f = n k), α s0 k1 where k 1 = s the number of the tested parameters of the partcular pont whch was compared wth the crtcal value T KRIT ( F α ) (Tab. 6) at the sgnfcance level α = 0, 05 and degrees of freedom f = k 1 =, f = n k = (Wess et al., 007). From Table 6 t s obvous that n the local testng of ponts n all the cases the crtcal value was bgger than the testng crteron, hence the OP - B-6, B-10, C-0, P-III-1 a P-IV-1 as well the area defned by these ponts could be consdered as stable. Graphc testng usng confdence ellpses (Sabová et al., 00) confrmed the conclu-sons drawn from global and local testng of the stablty of the OP located n the Dargovských hrdnov housng estate (Fg. 6). As the posto-nal vector of the pont shft n the perod of the years 003 and 009 was located nsde the confdence ellpse (Tab. 7), there was no shft and therefore t was about the accumulaton of the survey errors. = (1,,...,5) Tab. 6 ocal testng of ponts ponts T T KRIT B-6 B-10 C-0 P-III-1 P-IV-1 X Y X Y X Y X Y X Y (11) Tab.7. Parameters of the relatve confdence ellpses a [mm] b [mm] σ α [ g ] B B C P-III P-IV Fg. 6 Graphc testng wth confdence ellpses n the perod between 003 and 009. If a pont n the year 009 was outsde the ellpse, then we could state that there was a shft whch would be supported by the statstcal testng. From the conclusons of the deformaton analyss t appears that n the perod between the years 00 and 009 there occurred no shfts of ponts whatsoever and that coordnate dfferences that arose were only due to survey errors whch was proven by the dentfcaton test. 36

9 Acta Montanstca Slovaca Ročník 16 (011), číslo 4, Based on these conclusons, we can consder the area represented by the OP - B-6, B-10, C-0, P-III-1 and P-IV-1 as stable, however t s necessary to further montor ths area. Concluson Montorng of landslde areas s necessary to ensure safety and dentfy rsk factors. When montorng t s crucal to pay partcular attenton to developng the project and the choce of the method of work. It s always essental to consder economc, tme and accuracy crtera. The use of GNSS for the needs of deformaton nvestgaton appeared to be most useful both n terms of tme, relablty and precson. The advantage of ths choce was that determnaton of the vertcal poston of the ponts was less accurate what n case of processng the 3D deformaton network would affect the overall results. For that reason t s more advsable to determne the poston of the surveyed ponts usng the method of very precse levellng. As follows from the results of the deformaton analyss, coordnate dfferences of the surveyed ponts are statstcally sgnfcant whch s proved by the stablty of the area. References Caspary, W. F.: Concepts of network and deformaton analyss. 1 st edton. Kensngthon: School of surveyng The Unversty of New South Wales, p., ISBN Gašnec, J., Gašncová, S., Rajnak, M.: To the problem of the adjustment of D geodetc networks. In: Current ssues of land surveyng and engneerng geodesy : proceedngs from the nterenatonal scentfc semnar : Herľany, 9 10 October 000, FBERG, TU Košce, pp. 38-4, 000, ISBN Pukanská, K. and Wess, G.: The accuracy of locaton ponts usng GPS technology. Coal - Ores - Geologcal Survey, 14, 9, pp , 007, ISSN Sabová, J., Gašncová, S.: Graphc testng n deformaton montorng. Acta Montanstca Slovaca. Vol. 7, 00, no., pp , ISBN Sabová, J., Jakub, V.: Geodetc deformaton montorng. 1 st edton. Košce: Edtor centre and edtoral offce AMS, F BERG, Techncal Unversty of Košce, p., ISBN Sabová, J., Pukanská, K.: Projekt der Deformatonsuntersuchungen. Acta Montanstca Slovaca. Vol. 1, 007, Specal Issue no. 3, pp , ISBN Šütt, J.: Devatonless geodetc transformatons. Acta Montanstca Slovaca, Vol., 1997, no. 1, pp. 1-10, ISBN Tometz,.: Košce - Dargovských hrdnov housng estate, horzontal wells. Regstered n the Archeve of the geologcal survey, TUKE, 004. Wess, G., Gašnec, J., Engel, J., abant, S., Rákay, ml., Š.: Effect ncorrect ponts of the ocal Geodetc Network at results of the adjustment. Acta Montanstca Slovaca, Vol. 13, 008, 4, pp , ISBN Wess, G., Jakub, V.: The test verfcaton of 3D geodetc ponts and ther changes. Acta Montanstca Slovaca. 1, Specal Issue 3, 007, pp ISSN www1: Global navgaton satelte system [onlne]. [ct ]. Avalable at: www: Geodetc and Cartographc Insttute Bratslava [onlne]. [ct ]. Avalable at: www3: Web server SKPOS [onlne]. [ct ]. Avalable at: www4: SmartNet Slovaka [onlne]. [ct ]. Avalable at: 37

Performance Testing of the Rockwell PLGR+ 96 P/Y Code GPS receiver

Performance Testing of the Rockwell PLGR+ 96 P/Y Code GPS receiver Performance Testng of the Rockwell PLGR+ 96 P/Y Code GPS recever By Santago Mancebo and Ken Chamberlan Introducton: The Rockwell PLGR (Precson Lghtweght GPS Recever) + 96 s a Precse Postonng Servce P/Y

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

Calculation of the received voltage due to the radiation from multiple co-frequency sources

Calculation of the received voltage due to the radiation from multiple co-frequency sources Rec. ITU-R SM.1271-0 1 RECOMMENDATION ITU-R SM.1271-0 * EFFICIENT SPECTRUM UTILIZATION USING PROBABILISTIC METHODS Rec. ITU-R SM.1271 (1997) The ITU Radocommuncaton Assembly, consderng a) that communcatons

More information

ESTIMATION OF DIVERGENCES IN PRECAST CONSTRUCTIONS USING GEODETIC CONTROL NETWORKS

ESTIMATION OF DIVERGENCES IN PRECAST CONSTRUCTIONS USING GEODETIC CONTROL NETWORKS Proceedngs, 11 th FIG Symposum on Deformaton Measurements, Santorn, Greece, 2003. ESTIMATION OF DIVERGENCES IN PRECAST CONSTRUCTIONS USING GEODETIC CONTROL NETWORKS George D. Georgopoulos & Elsavet C.

More information

MTBF PREDICTION REPORT

MTBF PREDICTION REPORT MTBF PREDICTION REPORT PRODUCT NAME: BLE112-A-V2 Issued date: 01-23-2015 Rev:1.0 Copyrght@2015 Bluegga Technologes. All rghts reserved. 1 MTBF PREDICTION REPORT... 1 PRODUCT NAME: BLE112-A-V2... 1 1.0

More information

ANNUAL OF NAVIGATION 11/2006

ANNUAL OF NAVIGATION 11/2006 ANNUAL OF NAVIGATION 11/2006 TOMASZ PRACZYK Naval Unversty of Gdyna A FEEDFORWARD LINEAR NEURAL NETWORK WITH HEBBA SELFORGANIZATION IN RADAR IMAGE COMPRESSION ABSTRACT The artcle presents the applcaton

More information

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel To: Professor Avtable Date: February 4, 3 From: Mechancal Student Subject:.3 Experment # Numercal Methods Usng Excel Introducton Mcrosoft Excel s a spreadsheet program that can be used for data analyss,

More information

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht 68 Internatonal Journal "Informaton Theores & Applcatons" Vol.11 PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION Evgeny Artyomov and Orly

More information

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate Comparatve Analyss of Reuse and 3 n ular Network Based On IR Dstrbuton and Rate Chandra Thapa M.Tech. II, DEC V College of Engneerng & Technology R.V.. Nagar, Chttoor-5727, A.P. Inda Emal: chandra2thapa@gmal.com

More information

熊本大学学術リポジトリ. Kumamoto University Repositor

熊本大学学術リポジトリ. Kumamoto University Repositor 熊本大学学術リポジトリ Kumamoto Unversty Repostor Ttle Wreless LAN Based Indoor Poston and Its Smulaton Author(s) Ktasuka, Teruak; Nakansh, Tsune CtatonIEEE Pacfc RIM Conference on Comm Computers, and Sgnal Processng

More information

Time-frequency Analysis Based State Diagnosis of Transformers Windings under the Short-Circuit Shock

Time-frequency Analysis Based State Diagnosis of Transformers Windings under the Short-Circuit Shock Tme-frequency Analyss Based State Dagnoss of Transformers Wndngs under the Short-Crcut Shock YUYING SHAO, ZHUSHI RAO School of Mechancal Engneerng ZHIJIAN JIN Hgh Voltage Lab Shangha Jao Tong Unversty

More information

Webinar Series TMIP VISION

Webinar Series TMIP VISION Webnar Seres TMIP VISION TMIP provdes techncal support and promotes knowledge and nformaton exchange n the transportaton plannng and modelng communty. DISCLAIMER The vews and opnons expressed durng ths

More information

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University Dynamc Optmzaton Assgnment 1 Sasanka Nagavall snagaval@andrew.cmu.edu 16-745 January 29, 213 Robotcs Insttute Carnege Mellon Unversty Table of Contents 1. Problem and Approach... 1 2. Optmzaton wthout

More information

A Simple Satellite Exclusion Algorithm for Advanced RAIM

A Simple Satellite Exclusion Algorithm for Advanced RAIM A Smple Satellte Excluson Algorthm for Advanced RAIM Juan Blanch, Todd Walter, Per Enge Stanford Unversty ABSTRACT Advanced Recever Autonomous Integrty Montorng s a concept that extends RAIM to mult-constellaton

More information

Discussion on How to Express a Regional GPS Solution in the ITRF

Discussion on How to Express a Regional GPS Solution in the ITRF 162 Dscusson on How to Express a Regonal GPS Soluton n the ITRF Z. ALTAMIMI 1 Abstract The usefulness of the densfcaton of the Internatonal Terrestral Reference Frame (ITRF) s to facltate ts access as

More information

Control Chart. Control Chart - history. Process in control. Developed in 1920 s. By Dr. Walter A. Shewhart

Control Chart. Control Chart - history. Process in control. Developed in 1920 s. By Dr. Walter A. Shewhart Control Chart - hstory Control Chart Developed n 920 s By Dr. Walter A. Shewhart 2 Process n control A phenomenon s sad to be controlled when, through the use of past experence, we can predct, at least

More information

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b 2nd Internatonal Conference on Computer Engneerng, Informaton Scence & Applcaton Technology (ICCIA 207) Research of Dspatchng Method n Elevator Group Control System Based on Fuzzy Neural Network Yufeng

More information

Point Real-Time Kinematic Positioning

Point Real-Time Kinematic Positioning Pont Real-Tme Knematc Postonng Y. Gao, M. Abdel-Salam, K. Chen and A. Wojcechowsk Department of Geomatcs Engneerng 5 Unversty Drve N.W., Calgary, Alberta, Canada TN N4 Abstract. Autonomous pont postonng

More information

Evaluate the Effective of Annular Aperture on the OTF for Fractal Optical Modulator

Evaluate the Effective of Annular Aperture on the OTF for Fractal Optical Modulator Global Advanced Research Journal of Management and Busness Studes (ISSN: 2315-5086) Vol. 4(3) pp. 082-086, March, 2015 Avalable onlne http://garj.org/garjmbs/ndex.htm Copyrght 2015 Global Advanced Research

More information

A Comparison of Two Equivalent Real Formulations for Complex-Valued Linear Systems Part 2: Results

A Comparison of Two Equivalent Real Formulations for Complex-Valued Linear Systems Part 2: Results AMERICAN JOURNAL OF UNDERGRADUATE RESEARCH VOL. 1 NO. () A Comparson of Two Equvalent Real Formulatons for Complex-Valued Lnear Systems Part : Results Abnta Munankarmy and Mchael A. Heroux Department of

More information

Multichannel Frequency Comparator VCH-315. User Guide

Multichannel Frequency Comparator VCH-315. User Guide Multchannel Frequency Comparator VCH-315 User Gude Table of contents 1 Introducton... 3 2 The workng prncple of the Comparator... 6 3 The computed functons... 8 3.1 Basc ratos... 8 3.2 Statstcal functons...

More information

A Preliminary Study on Targets Association Algorithm of Radar and AIS Using BP Neural Network

A Preliminary Study on Targets Association Algorithm of Radar and AIS Using BP Neural Network Avalable onlne at www.scencedrect.com Proceda Engneerng 5 (2 44 445 A Prelmnary Study on Targets Assocaton Algorthm of Radar and AIS Usng BP Neural Networ Hu Xaoru a, Ln Changchuan a a Navgaton Insttute

More information

Methods for Preventing Voltage Collapse

Methods for Preventing Voltage Collapse Methods for Preventng Voltage Collapse Cláuda Res 1, Antóno Andrade 2, and F. P. Macel Barbosa 3 1 Telecommuncatons Insttute of Avero Unversty, Unversty Campus of Avero, Portugal cres@av.t.pt 2 Insttute

More information

antenna antenna (4.139)

antenna antenna (4.139) .6.6 The Lmts of Usable Input Levels for LNAs The sgnal voltage level delvered to the nput of an LNA from the antenna may vary n a very wde nterval, from very weak sgnals comparable to the nose level,

More information

Application of Intelligent Voltage Control System to Korean Power Systems

Application of Intelligent Voltage Control System to Korean Power Systems Applcaton of Intellgent Voltage Control System to Korean Power Systems WonKun Yu a,1 and HeungJae Lee b, *,2 a Department of Power System, Seol Unversty, South Korea. b Department of Power System, Kwangwoon

More information

A study of turbo codes for multilevel modulations in Gaussian and mobile channels

A study of turbo codes for multilevel modulations in Gaussian and mobile channels A study of turbo codes for multlevel modulatons n Gaussan and moble channels Lamne Sylla and Paul Forter (sylla, forter)@gel.ulaval.ca Department of Electrcal and Computer Engneerng Laval Unversty, Ste-Foy,

More information

THE ARCHITECTURE OF THE BROADBAND AMPLIFIERS WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON EMITTER

THE ARCHITECTURE OF THE BROADBAND AMPLIFIERS WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON EMITTER VOL. 0, NO. 8, OCTOBE 205 ISSN 89-6608 2006-205 Asan esearch Publshng Network (APN. All rghts reserved. THE ACHITECTUE OF THE BOADBAND AMPLIFIES WITHOUT CLASSICAL STAGES WITH A COMMON BASE AND A COMMON

More information

A Current Differential Line Protection Using a Synchronous Reference Frame Approach

A Current Differential Line Protection Using a Synchronous Reference Frame Approach A Current Dfferental Lne rotecton Usng a Synchronous Reference Frame Approach L. Sousa Martns *, Carlos Fortunato *, and V.Fernão res * * Escola Sup. Tecnologa Setúbal / Inst. oltécnco Setúbal, Setúbal,

More information

Generalized Incomplete Trojan-Type Designs with Unequal Cell Sizes

Generalized Incomplete Trojan-Type Designs with Unequal Cell Sizes Internatonal Journal of Theoretcal & Appled Scences 6(1): 50-54(2014) ISSN No. (Prnt): 0975-1718 ISSN No. (Onlne): 2249-3247 Generalzed Incomplete Trojan-Type Desgns wth Unequal Cell Szes Cn Varghese,

More information

BaselineByCode: An Educational -Purpose Software Package for GPS Baseline Determination Using Code Measurements

BaselineByCode: An Educational -Purpose Software Package for GPS Baseline Determination Using Code Measurements BaselneByCode: An Educatonal -Purpose Software Package for GPS Baselne Determnaton Usng Code Measurements Dmtros PAPAGEORGIOU, Chrstos PIRIDAS, Arstds FOTIOU and ostas ATSAMBALOS, Greece ey words: GPS,

More information

POLYTECHNIC UNIVERSITY Electrical Engineering Department. EE SOPHOMORE LABORATORY Experiment 1 Laboratory Energy Sources

POLYTECHNIC UNIVERSITY Electrical Engineering Department. EE SOPHOMORE LABORATORY Experiment 1 Laboratory Energy Sources POLYTECHNIC UNIERSITY Electrcal Engneerng Department EE SOPHOMORE LABORATORY Experment 1 Laboratory Energy Sources Modfed for Physcs 18, Brooklyn College I. Oerew of the Experment Ths experment has three

More information

Comparison of Two Measurement Devices I. Fundamental Ideas.

Comparison of Two Measurement Devices I. Fundamental Ideas. Comparson of Two Measurement Devces I. Fundamental Ideas. ASQ-RS Qualty Conference March 16, 005 Joseph G. Voelkel, COE, RIT Bruce Sskowsk Rechert, Inc. Topcs The Problem, Eample, Mathematcal Model One

More information

Equivalent Circuit Model of Electromagnetic Behaviour of Wire Objects by the Matrix Pencil Method

Equivalent Circuit Model of Electromagnetic Behaviour of Wire Objects by the Matrix Pencil Method ERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 5, No., May 008, -0 Equvalent Crcut Model of Electromagnetc Behavour of Wre Objects by the Matrx Pencl Method Vesna Arnautovsk-Toseva, Khall El Khamlch Drss,

More information

High Speed ADC Sampling Transients

High Speed ADC Sampling Transients Hgh Speed ADC Samplng Transents Doug Stuetzle Hgh speed analog to dgtal converters (ADCs) are, at the analog sgnal nterface, track and hold devces. As such, they nclude samplng capactors and samplng swtches.

More information

DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR

DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR DETERMINATION OF WIND SPEED PROFILE PARAMETERS IN THE SURFACE LAYER USING A MINI-SODAR A. Coppalle, M. Talbaut and F. Corbn UMR 6614 CORIA, Sant Etenne du Rouvray, France INTRODUCTION Recent mprovements

More information

Design of Shunt Active Filter for Harmonic Compensation in a 3 Phase 3 Wire Distribution Network

Design of Shunt Active Filter for Harmonic Compensation in a 3 Phase 3 Wire Distribution Network Internatonal Journal of Research n Electrcal & Electroncs Engneerng olume 1, Issue 1, July-September, 2013, pp. 85-92, IASTER 2013 www.aster.com, Onlne: 2347-5439, Prnt: 2348-0025 Desgn of Shunt Actve

More information

High Speed, Low Power And Area Efficient Carry-Select Adder

High Speed, Low Power And Area Efficient Carry-Select Adder Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR), Volume 5, Issue 3, March 2016 Hgh Speed, Low Power And Area Effcent Carry-Select Adder Nelant Harsh M.tech.VLSI Desgn Electroncs

More information

Study of the Improved Location Algorithm Based on Chan and Taylor

Study of the Improved Location Algorithm Based on Chan and Taylor Send Orders for eprnts to reprnts@benthamscence.ae 58 The Open Cybernetcs & Systemcs Journal, 05, 9, 58-6 Open Access Study of the Improved Locaton Algorthm Based on Chan and Taylor Lu En-Hua *, Xu Ke-Mng

More information

State Description of Wireless Channels Using Change-Point Statistical Tests

State Description of Wireless Channels Using Change-Point Statistical Tests 3 JOURNAL OF INTERNET ENGINEERING, VOL., NO., JANUARY 27 State Descrpton of Wreless Channels Usng Change-Pont Statstcal Tests Dmtr Moltchanov, Yevgen Koucheryavy, and Jarmo Harju Abstract Wreless channels

More information

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014 Gudelnes for CCPR and RMO Blateral Key Comparsons CCPR Workng Group on Key Comparson CCPR-G5 October 10 th, 2014 These gudelnes are prepared by CCPR WG-KC and RMO P&R representatves, and approved by CCPR,

More information

A Novel GNSS Weak Signal Acquisition Using Wavelet Denoising Method

A Novel GNSS Weak Signal Acquisition Using Wavelet Denoising Method A Novel GNSS Weak Sgnal Acquston Usng Wavelet Denosng Method Jn Tan, Lu Yang, BeHang Unversty, P.R.Chna BIOGRAPHY Jn Tan s a post-doctor n School of Electronc and Informaton Engneerng, BeHang Unversty,

More information

Chapter 29 GPS/GLONASS System Bias Estimation and Application in GPS/GLONASS Combined Positioning

Chapter 29 GPS/GLONASS System Bias Estimation and Application in GPS/GLONASS Combined Positioning Chapter 29 GPS/GLONASS System Bas Estmaton and Applcaton n GPS/GLONASS Combned Postonng Junpng Chen, Pe Xao, Yze Zhang and Bn Wu Abstract Mult-GNSS data analyss has become a new challenge wth the development

More information

Ultra Sonic Flow Rate Measurements in Large Pipes and open Channels

Ultra Sonic Flow Rate Measurements in Large Pipes and open Channels Ultra Sonc Flow Rate Measurements n Large Ppes and open Channels Dr. Mchael Teufel I Summary Correlaton s a mathematcal tool whch, enabled by developments of fast and powerful mcroprocessors n last few

More information

Digital Transmission

Digital Transmission Dgtal Transmsson Most modern communcaton systems are dgtal, meanng that the transmtted normaton sgnal carres bts and symbols rather than an analog sgnal. The eect o C/N rato ncrease or decrease on dgtal

More information

The Stability of Nodal Points in the Leveling Network in the Southwest Part of Israel

The Stability of Nodal Points in the Leveling Network in the Southwest Part of Israel he Stablty of Nodal Ponts n the Levelng Network n the Southwest Part of Israel Glad EVEN-ZUR, Israel Key words: levelng, deformaton, GPS, datum SUMMARY Repeated precse levelng surveys carred durng the

More information

Rejection of PSK Interference in DS-SS/PSK System Using Adaptive Transversal Filter with Conditional Response Recalculation

Rejection of PSK Interference in DS-SS/PSK System Using Adaptive Transversal Filter with Conditional Response Recalculation SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol., No., November 23, 3-9 Rejecton of PSK Interference n DS-SS/PSK System Usng Adaptve Transversal Flter wth Condtonal Response Recalculaton Zorca Nkolć, Bojan

More information

A New Type of Weighted DV-Hop Algorithm Based on Correction Factor in WSNs

A New Type of Weighted DV-Hop Algorithm Based on Correction Factor in WSNs Journal of Communcatons Vol. 9, No. 9, September 2014 A New Type of Weghted DV-Hop Algorthm Based on Correcton Factor n WSNs Yng Wang, Zhy Fang, and Ln Chen Department of Computer scence and technology,

More information

Simulation Analysis of GPS/GLONASS Absolute Positioning Performance in an Urban Canyon Environment

Simulation Analysis of GPS/GLONASS Absolute Positioning Performance in an Urban Canyon Environment Internatonal Journal of Computer Theory and Engneerng, Vol. 9, No. 1, February 017 Smulaton Analyss of GS/GLONASS Absolute ostonng erformance n an Urban Canyon Envronment Nam-Hyeo Km and Ch-Ho ar Abstract

More information

THEORY OF YARN STRUCTURE by Prof. Bohuslav Neckář, Textile Department, IIT Delhi, New Delhi. Compression of fibrous assemblies

THEORY OF YARN STRUCTURE by Prof. Bohuslav Neckář, Textile Department, IIT Delhi, New Delhi. Compression of fibrous assemblies THEORY OF YARN STRUCTURE by Prof. Bohuslav Neckář, Textle Department, IIT Delh, New Delh. Compresson of fbrous assembles Q1) What was the dea of fbre-to-fbre contact accordng to van Wyk? A1) Accordng to

More information

GPS Attitude Determination Reliability Performance Improvement Using Low Cost Receivers

GPS Attitude Determination Reliability Performance Improvement Using Low Cost Receivers Journal of Global Postonng Systems (22) Vol. 1, No. 2: 85-95 GPS Atttude Determnaton Relablty Performance Improvement Usng Low Cost Recevers Chaochao Wang and Gérard Lachapelle Department of Geomatcs Engneerng,

More information

Technical Literature. SmartRTK: A Novel Method Of Processing Standardised RTCM Network RTK Information For High Precision Positioning

Technical Literature. SmartRTK: A Novel Method Of Processing Standardised RTCM Network RTK Information For High Precision Positioning SmartRTK: A Novel Method Of Processng Standardsed RTCM Network RTK Informaton For Hgh Precson Postonng Aprl 008 Frank Takac, Werner Lenhart Techncal Lterature Takac, F. and Lenhart, W., (008), SmartRTK:

More information

Interoperability Test Analysis between EGNOS and MSAS SBAS Systems

Interoperability Test Analysis between EGNOS and MSAS SBAS Systems Interoperablty Test Analyss between EGNOS and MSAS SBAS Systems Jorge Neto, Joaquín Cosmen, Ignaco García, GMV, S.A. Javer Ventura-Traveset, Isabel Neto, European Space Agency (ESA) Kazuak Hoshnoo, ENRI

More information

GLONASS Double Difference Ambiguity Resolution in Real-Time

GLONASS Double Difference Ambiguity Resolution in Real-Time GLONASS Double Dfference Ambguty Resoluton n Real-Tme do Rossbach IfEN Gesellschaft für Satelltennavgaton mbh (IfEN GmbH), 85579 Neubberg, Germany BIOGRAPHY do Rossbach holds a degree n aeronautcal engneerng

More information

RC Filters TEP Related Topics Principle Equipment

RC Filters TEP Related Topics Principle Equipment RC Flters TEP Related Topcs Hgh-pass, low-pass, Wen-Robnson brdge, parallel-t flters, dfferentatng network, ntegratng network, step response, square wave, transfer functon. Prncple Resstor-Capactor (RC)

More information

Modeling Power Angle Spectrum and Antenna Pattern Directions in Multipath Propagation Environment

Modeling Power Angle Spectrum and Antenna Pattern Directions in Multipath Propagation Environment Modelng ower Angle Spectrum and Antenna attern Drectons n Multpath ropagaton Envronment Jan M Kelner and Cezary Zółkowsk Insttute of elecommuncatons, Faculty of Electroncs, Mltary Unversty of echnology,

More information

1.0 INTRODUCTION 2.0 CELLULAR POSITIONING WITH DATABASE CORRELATION

1.0 INTRODUCTION 2.0 CELLULAR POSITIONING WITH DATABASE CORRELATION An Improved Cellular postonng technque based on Database Correlaton B D S Lakmal 1, S A D Das 2 Department of Electronc & Telecommuncaton Engneerng, Unversty of Moratuwa. { 1 shashka, 2 dleeka}@ent.mrt.ac.lk

More information

Efficient Large Integers Arithmetic by Adopting Squaring and Complement Recoding Techniques

Efficient Large Integers Arithmetic by Adopting Squaring and Complement Recoding Techniques The th Worshop on Combnatoral Mathematcs and Computaton Theory Effcent Large Integers Arthmetc by Adoptng Squarng and Complement Recodng Technques Cha-Long Wu*, Der-Chyuan Lou, and Te-Jen Chang *Department

More information

A Relative Positioning Technique with Spatial Constraints for Multiple Targets Based on Sparse Wireless Sensor Network

A Relative Positioning Technique with Spatial Constraints for Multiple Targets Based on Sparse Wireless Sensor Network Sensors & ransducers, Vol. 158, Issue 11, November 213, pp. 183-189 Sensors & ransducers 213 by IFSA http://www.sensorsportal.com A Relatve Postonng echnque wth Spatal Constrants for Multple argets Based

More information

Strain Gauge Measuring Amplifier BA 660

Strain Gauge Measuring Amplifier BA 660 Stran Gauge Measurng Amplfer BA 660 Orgnal of the Manual BA660 / IP20 BA660 / IP66 Table of Contents 1. Safety precautons...2 1.1. Feld of applcaton...2 1.2. Installaton...2 1.3. Mantenance...2 2. Functon...2

More information

Simple Models of EMI Filters for Low Frequency Range

Simple Models of EMI Filters for Low Frequency Range 8 J. DŘÍOVSKÝ, J. SVAČA, Z. RADA, SMPE MODES OF EM FTERS FOR OW FREQECY RAGE Smple Models of EM Flters for ow Frequency Range Jří DŘÍOVSKÝ, Jří SVAČA, Zbyněk RADA Dept. of Rado Electroncs, Brno nversty

More information

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985 NATONAL RADO ASTRONOMY OBSERVATORY Green Bank, West Vrgna SPECTRAL PROCESSOR MEMO NO. 25 MEMORANDUM February 13, 1985 To: Spectral Processor Group From: R. Fsher Subj: Some Experments wth an nteger FFT

More information

Beam quality measurements with Shack-Hartmann wavefront sensor and M2-sensor: comparison of two methods

Beam quality measurements with Shack-Hartmann wavefront sensor and M2-sensor: comparison of two methods Beam qualty measurements wth Shack-Hartmann wavefront sensor and M-sensor: comparson of two methods J.V.Sheldakova, A.V.Kudryashov, V.Y.Zavalova, T.Y.Cherezova* Moscow State Open Unversty, Adaptve Optcs

More information

Passive Filters. References: Barbow (pp ), Hayes & Horowitz (pp 32-60), Rizzoni (Chap. 6)

Passive Filters. References: Barbow (pp ), Hayes & Horowitz (pp 32-60), Rizzoni (Chap. 6) Passve Flters eferences: Barbow (pp 6575), Hayes & Horowtz (pp 360), zzon (Chap. 6) Frequencyselectve or flter crcuts pass to the output only those nput sgnals that are n a desred range of frequences (called

More information

@IJMTER-2015, All rights Reserved 383

@IJMTER-2015, All rights Reserved 383 SIL of a Safety Fuzzy Logc Controller 1oo usng Fault Tree Analyss (FAT and realablty Block agram (RB r.-ing Mohammed Bsss 1, Fatma Ezzahra Nadr, Prof. Amam Benassa 3 1,,3 Faculty of Scence and Technology,

More information

Learning Ensembles of Convolutional Neural Networks

Learning Ensembles of Convolutional Neural Networks Learnng Ensembles of Convolutonal Neural Networks Lran Chen The Unversty of Chcago Faculty Mentor: Greg Shakhnarovch Toyota Technologcal Insttute at Chcago 1 Introducton Convolutonal Neural Networks (CNN)

More information

Transformer winding modal parameter identification based on poly-reference least-square complex frequency domain method

Transformer winding modal parameter identification based on poly-reference least-square complex frequency domain method Internatonal Conference on Advanced Electronc Scence and Technology (AEST 2016) Transformer wndng modal parameter dentfcaton based on poly-reference least-square complex frequency doman method Yanng L

More information

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter Walsh Functon Based Synthess Method of PWM Pattern for Full-Brdge Inverter Sej Kondo and Krt Choesa Nagaoka Unversty of Technology 63-, Kamtomoka-cho, Nagaoka 9-, JAPAN Fax: +8-58-7-95, Phone: +8-58-7-957

More information

Priority based Dynamic Multiple Robot Path Planning

Priority based Dynamic Multiple Robot Path Planning 2nd Internatonal Conference on Autonomous obots and Agents Prorty based Dynamc Multple obot Path Plannng Abstract Taxong Zheng Department of Automaton Chongqng Unversty of Post and Telecommuncaton, Chna

More information

Fiber length of pulp and paper by automated optical analyzer using polarized light (Five-year review of T 271 om-12) (no changes since Draft 1)

Fiber length of pulp and paper by automated optical analyzer using polarized light (Five-year review of T 271 om-12) (no changes since Draft 1) OTICE: Ths s a DRAFT of a TAPPI Standard n ballot. Although avalable for publc vewng, t s stll under TAPPI s copyrght and may not be reproduced or dstrbuted wthout permsson of TAPPI. Ths draft s OT a currently

More information

Sensors for Motion and Position Measurement

Sensors for Motion and Position Measurement Sensors for Moton and Poston Measurement Introducton An ntegrated manufacturng envronment conssts of 5 elements:- - Machne tools - Inspecton devces - Materal handlng devces - Packagng machnes - Area where

More information

A GBAS Testbed to Support New Monitoring Algorithms Development for CAT III Precision Approach

A GBAS Testbed to Support New Monitoring Algorithms Development for CAT III Precision Approach A GBAS Testbed to Support New Montorng Algorthms Development for CAT III Precson Approach B. Belabbas, T. Dautermann, M. Felux, M. Rppl, S. Schlüter, V. Wlken, A. Hornbostel, M. Meurer German Aerospace

More information

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS INTRODUCTION Because dgtal sgnal rates n computng systems are ncreasng at an astonshng rate, sgnal ntegrty ssues have become far more mportant to

More information

ECE315 / ECE515 Lecture 5 Date:

ECE315 / ECE515 Lecture 5 Date: Lecture 5 Date: 18.08.2016 Common Source Amplfer MOSFET Amplfer Dstorton Example 1 One Realstc CS Amplfer Crcut: C c1 : Couplng Capactor serves as perfect short crcut at all sgnal frequences whle blockng

More information

Satellite Attitude Determination Using GPS Receiver Based on Wahba Cost Function

Satellite Attitude Determination Using GPS Receiver Based on Wahba Cost Function 5 th SASech 0, Khavaran Hgher-educaton Insttute, Mashhad, Iran. May -4. Satellte Atttude Determnaton Usng GPS Recever Based on Wahba Cost Functon Asghar Ebrahm, Malek Ashtar Unv. of ech., ehran, Iran Emal:

More information

AFV-P 2U/4U. AC + DC Power Solutions. series. Transient Generation for Disturbance Tests. only. High Performance Programmable AC Power Source

AFV-P 2U/4U. AC + DC Power Solutions. series. Transient Generation for Disturbance Tests. only. High Performance Programmable AC Power Source AFV-P seres Hgh Performance Programmable AC Power Source only 2U/4U Intutve Touch Screen HMI Output Frequency up to 15-1000Hz Power Lne Smulatons: Step & Ramp Features Fast Response Tme: 300μs AC Source

More information

Low Sampling Rate Technology for UHF Partial Discharge Signals Based on Sparse Vector Recovery

Low Sampling Rate Technology for UHF Partial Discharge Signals Based on Sparse Vector Recovery 017 nd Internatonal Semnar on Appled Physcs, Optoelectroncs and Photoncs (APOP 017) ISBN: 978-1-60595-5-3 Low Samplng Rate Technology for UHF Partal Dscharge Sgnals Based on Sparse Vector Recovery Qang

More information

PPS Positioning in Weak Signal GPS Environments using a TIDGET Sensor

PPS Positioning in Weak Signal GPS Environments using a TIDGET Sensor PPS Postonng n Weak Sgnal GPS Envronments usng a TIDGET Sensor Alson K. Brown, Stephen Stankevch, and Bruce G. Johnson, NAVSYS Corporaton BIOGRAPHY Alson Brown s the Presdent and Chef Executve Offcer of

More information

Performance Analysis of Multi User MIMO System with Block-Diagonalization Precoding Scheme

Performance Analysis of Multi User MIMO System with Block-Diagonalization Precoding Scheme Performance Analyss of Mult User MIMO System wth Block-Dagonalzaton Precodng Scheme Yoon Hyun m and Jn Young m, wanwoon Unversty, Department of Electroncs Convergence Engneerng, Wolgye-Dong, Nowon-Gu,

More information

RECOMMENDATION ITU-R P Multipath propagation and parameterization of its characteristics

RECOMMENDATION ITU-R P Multipath propagation and parameterization of its characteristics Rec. ITU-R P.47-3 RECOMMEDATIO ITU-R P.47-3 Multpath propagaton and parameterzaton of ts characterstcs (Queston ITU-R 3/3) (999-3-5-7) Scope Recommendaton ITU-R P.47 descrbes the nature of multpath propagaton

More information

Fast Code Detection Using High Speed Time Delay Neural Networks

Fast Code Detection Using High Speed Time Delay Neural Networks Fast Code Detecton Usng Hgh Speed Tme Delay Neural Networks Hazem M. El-Bakry 1 and Nkos Mastoraks 1 Faculty of Computer Scence & Informaton Systems, Mansoura Unversty, Egypt helbakry0@yahoo.com Department

More information

Impact of Interference Model on Capacity in CDMA Cellular Networks. Robert Akl, D.Sc. Asad Parvez University of North Texas

Impact of Interference Model on Capacity in CDMA Cellular Networks. Robert Akl, D.Sc. Asad Parvez University of North Texas Impact of Interference Model on Capacty n CDMA Cellular Networks Robert Akl, D.Sc. Asad Parvez Unversty of North Texas Outlne Introducton to CDMA networks Average nterference model Actual nterference model

More information

2142-Presentation. Advanced Conference on Seismic Risk Mitigation and Sustainable Development May Asi-Sisma Presentations

2142-Presentation. Advanced Conference on Seismic Risk Mitigation and Sustainable Development May Asi-Sisma Presentations 2142-Presentaton Advanced Conference on Sesmc Rsk Mtgaton and Sustanable Development 10-14 May 2010 As-Ssma Presentatons CANNIZZARO Letza, Barzagh R. and Borgh A. DIIAR - Poltecnco d Mlano ITALY Italan

More information

Topology Control for C-RAN Architecture Based on Complex Network

Topology Control for C-RAN Architecture Based on Complex Network Topology Control for C-RAN Archtecture Based on Complex Network Zhanun Lu, Yung He, Yunpeng L, Zhaoy L, Ka Dng Chongqng key laboratory of moble communcatons technology Chongqng unversty of post and telecommuncaton

More information

Graph Method for Solving Switched Capacitors Circuits

Graph Method for Solving Switched Capacitors Circuits Recent Advances n rcuts, ystems, gnal and Telecommuncatons Graph Method for olvng wtched apactors rcuts BHUMIL BRTNÍ Department of lectroncs and Informatcs ollege of Polytechncs Jhlava Tolstého 6, 586

More information

Performance Analysis of the Weighted Window CFAR Algorithms

Performance Analysis of the Weighted Window CFAR Algorithms Performance Analyss of the Weghted Wndow CFAR Algorthms eng Xangwe Guan Jan He You Department of Electronc Engneerng, Naval Aeronautcal Engneerng Academy, Er a road 88, Yanta Cty 6400, Shandong Provnce,

More information

1. REVIEW 2. DELIVERY SET

1. REVIEW 2. DELIVERY SET power status ON steps DIP test reset ON DIP off modes lght sensor / led sensor speed on sensor 2 speed off on/off delay pause to off REVIEW LED lghtng devce s desgned for automatc lghtng of starway steps

More information

Mesh Equations. Introduction

Mesh Equations. Introduction Mesh Equatons Introducton The crcuts n ths problem set consst of resstors and ndependent sources. We wll analyze these crcuts by wrtng and solvng a set of mesh equatons. To wrte mesh equatons, we. Express

More information

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation 1 Parameter Free Iteratve Decodng Metrcs for Non-Coherent Orthogonal Modulaton Albert Gullén Fàbregas and Alex Grant Abstract We study decoder metrcs suted for teratve decodng of non-coherently detected

More information

Fine Time Aiding in Unsynchronised Cellular Systems: the Benefits for GPS Integration in Mobile Phones

Fine Time Aiding in Unsynchronised Cellular Systems: the Benefits for GPS Integration in Mobile Phones Fne Tme Adng n Unsynchronsed Cellular Systems: the Benefts for GPS Integraton n Moble Phones Peter Duffett-Smth, Cambrdge Postonng Systems Ltd. Tony Pratt, Orbstar Consultants BIOGRAPHIES Peter Duffett-Smth

More information

AOA Cooperative Position Localization

AOA Cooperative Position Localization AOA Cooperatve Poston Localzaton Jun Xu, Maode Ma and Cho Loo Law Postonng and Wreless echnology Centre Nanyang echnologcal Unversty, Sngapore xujun@pmal.ntu.edu.sg Abstract- In wreless sensor networs,

More information

Development of an UWB Rescue Radar System - Detection of Survivors Using Fuzzy Reasoning -

Development of an UWB Rescue Radar System - Detection of Survivors Using Fuzzy Reasoning - Development of an UWB Rescue Radar System - Detecton of Survvors Usng Fuzzy Reasonng - Iwak Akyama Shonan Insttute of Technology Fujsawa 251-8511 Japan akyama@wak.org Masatosh Enokto Shonan Insttute of

More information

Research on Peak-detection Algorithm for High-precision Demodulation System of Fiber Bragg Grating

Research on Peak-detection Algorithm for High-precision Demodulation System of Fiber Bragg Grating , pp. 337-344 http://dx.do.org/10.1457/jht.014.7.6.9 Research on Peak-detecton Algorthm for Hgh-precson Demodulaton System of Fber ragg Gratng Peng Wang 1, *, Xu Han 1, Smn Guan 1, Hong Zhao and Mngle

More information

An Adaptive Over-current Protection Scheme for MV Distribution Networks Including DG

An Adaptive Over-current Protection Scheme for MV Distribution Networks Including DG An Adaptve Over-current Protecton Scheme for MV Dstrbuton Networks Includng DG S.A.M. Javadan Islamc Azad Unversty s.a.m.javadan@gmal.com M.-R. Haghfam Tarbat Modares Unversty haghfam@modares.ac.r P. Barazandeh

More information

Source Localization by TDOA with Random Sensor Position Errors - Part II: Mobile sensors

Source Localization by TDOA with Random Sensor Position Errors - Part II: Mobile sensors Source Localzaton by TDOA wth Random Sensor Poston Errors - Part II: Moble sensors Xaome Qu,, Lhua Xe EXOUISITUS, Center for E-Cty, School of Electrcal and Electronc Engneerng, Nanyang Technologcal Unversty,

More information

IEE Electronics Letters, vol 34, no 17, August 1998, pp ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES

IEE Electronics Letters, vol 34, no 17, August 1998, pp ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES IEE Electroncs Letters, vol 34, no 17, August 1998, pp. 1622-1624. ESTIMATING STARTING POINT OF CONDUCTION OF CMOS GATES A. Chatzgeorgou, S. Nkolads 1 and I. Tsoukalas Computer Scence Department, 1 Department

More information

RESULTS OF FOUR YEARS MONITORING OF DISPLACEMENTS OF ROCK BLOCKS IN THE KRKONOŠE MTS.

RESULTS OF FOUR YEARS MONITORING OF DISPLACEMENTS OF ROCK BLOCKS IN THE KRKONOŠE MTS. Acta Geodyn. Geomater.Vol.1, No.3 (135), 75-81, 4 RESULS OF FOUR YEARS MONIORING OF DISPLACEMENS OF ROCK BLOCKS IN HE KRKONOŠE MS. Otakar ŠVÁBENSKÝ* and Josef WEIGEL Brno Unversty of echnology, Department

More information

Detection and Mitigation of GPS Spoofing Based on Antenna Array Processing

Detection and Mitigation of GPS Spoofing Based on Antenna Array Processing Detecton and Mtgaton of GPS Spoofng Based on Antenna Array Processng J. Magera* and R. Katulsk Department of Rado Communcatons Systems and Networks Gdansk Unversty of Technology Gdansk, Poland *radokom@et.pg.gda.pl

More information

Total Electron Content (TEC) and Estimation of Positioning Error Using Malaysia Data

Total Electron Content (TEC) and Estimation of Positioning Error Using Malaysia Data Proceedngs o the World Congress on Engneerng 00 Vol I WCE 00, June 0 - July, 00, London, U.K. Total Electron Content (TEC) and Estmaton o Postonng Error Usng Malaysa Data Y. Norsuzla, M. Abdullah, M. Ismal,

More information

STUDY ON LINK-LEVEL SIMULATION IN MULTI- CELL LTE DOWNLINK SYSTEM

STUDY ON LINK-LEVEL SIMULATION IN MULTI- CELL LTE DOWNLINK SYSTEM Proceedngs of IEEE IC-BMT0 TUDY O LIK-LEVEL IMULATIO I MULTI- CELL LTE DOWLIK YTEM Yang Zhang, Ruoyu Jn, Xn Zhang, Dacheng Yang Beng Unversty of Posts and Telecommuncatons, Beng 00876, Chna 05330@bupt.edu.cn

More information

MASTER TIMING AND TOF MODULE-

MASTER TIMING AND TOF MODULE- MASTER TMNG AND TOF MODULE- G. Mazaher Stanford Lnear Accelerator Center, Stanford Unversty, Stanford, CA 9409 USA SLAC-PUB-66 November 99 (/E) Abstract n conjuncton wth the development of a Beam Sze Montor

More information