Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata
Estimation of time-variable error variance components in GPS determination of coordinates
Doctoral thesis
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Korišćenjem potpuno novog pristupa u istraživanju rezidualnih uticaja na relativno GPSpozicioniranje, koji podrazumijeva primjenu dvofaktorske hijerarhijske klasifikacije saslučajnim efektima, bez interakcija, u integralnom sagledavanju tih uticaja zajedno sačisto slučajnim uticajima, korišćenjem jednog linearnog modela, dobijene su pouzdaneANOVA ocjene. Na osnovu istih, primjenom metode momenata, dobijene su definitivneocjene komponenti disperzija relativnih koordinata e, n i u. Za potrebe istraživanja,korišćeni su GPS podaci prikupljeni sa intervalom registracije od 30 s na krajnjimstanicama pet baznih linija različitih dužina (5.6, 13.6, 40, 129.5 i 281.9 km), u tokučetvorogodišnjeg perioda (2008-2011). Istraživanje je sprovedeno pojedinačno nadvremenskim serijama koja uključuju fiksna rješenja dobijena samo za period obdanice,period noći i cjelodnevni period. Pri razmatranju cjelodnevnog ponašanja rezidualnihuticaja, ispostavilo se da su srednje vrijednosti standarda zajedničkog ut...icaja rezidualatroposferske i jonosferske refrakcije, koje odgovaraju koordinatama e, n i u, redom,sljedeće: 0.1104, 0.0952 i 0.3709 mm/km. Što se tiče uticaja reziduala "far-field"višestruke refleksije, srednje vrijednosti standarda, podrazumijevajući isti redosljednavođenja, su: 4.1, 5.7 i 11.8 mm. Zajednički uticaj reziduala "near-field" višestrukerefleksije i reziduala ekscentriciteta i varijacija faznih centara antena prijemnika, poistom redosljedu prikaza, karakterišu sljedeće srednje vrijednosti standarda: 2.7, 4.1 i 12.1 mm. ANOVA ocjene imaju zanemarljiv stepen korelacije i, kao i standardirazmatranih komponentnih rezidualnih uticaja, posjeduju sezonski karakter, dostižućimaksimume u ljetnjim, a minimume u zimskim mjesecima.
By using a fully new approach in researching residual effects on relative GPSpositioning, which implies applying of two-way nested classification with randomeffects, with no interactions, in an integral consideration of these effects along with purerandom effects, through using a linear model, reliable ANOVA estimates were obtained.Based on those estimates, applying the method of moments, definitive variancecomponents of relative coordinates e, n and u were obtained. For the research purpose,GPS data collected with the registration interval of 30 s, at the ending stations of fivebaselines with different lengths (5.6, 13.6, 40, 129.5 i 281.9 km), during the full fouryearperiod (2008-2011), were used. The research was conducted individualy by usingmonthly time series that included fixed solutions obtained only for daytime, nighttimeand whole-day period. In consideration of whole-day behaviour of the residual effects, itturned out that the mean standard deviations of the joint effect of t...ropospheric andionospheric residual, corresponding to the coordinates e, n and u, are, respectively, thefollowing: 0.1104, 0.0952 and 0.3709 mm/km. As for the "far-field" multipath residualeffect, the mean standard deviations, assuming the same order of presentation, are: 4.1,5.7 and 11.8 mm. The joint effect of the "near-field" multipath and receiver antennaphase center offsets and variations residuals, in the same order of view, arecharacterized by the following mean standard deviations: 2.7, 4.1 and 12.1 mm. TheANOVA estimates are with a negligible degree of correlation and, as well as standarddeviations of the considered component residual effects, have a sesonal pattern,reaching their maximums in the summer, and the minimums in the winter months.
Keywords:
rezidualni uticaji u GPS pozicioniranju / residual effects in GPS positioning / two-way nested classification / integralapproach / relative coordinate variance components estimation / accuracy of relative GPSpositioning at the single-epoch level / dvofaktorska hijerarhijskaklasifikacija / integralni pristup / ocjenjivanje komponenti disperzija relativnihkoordinata / preciznost relativnog GPS pozicioniranja na nivou pojedinačne epoheSource:
Универзитет у Београду, 14-10-2019Publisher:
- Универзитет у Београду, Грађевински факултет
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GraFarTY - THES AU - Anđić, Darko PY - 2019-10-14 UR - https://nardus.mpn.gov.rs/handle/123456789/11894 UR - http://eteze.bg.ac.rs/application/showtheses?thesesId=7236 UR - https://fedorabg.bg.ac.rs/fedora/get/o:20976/bdef:Content/download UR - http://vbs.rs/scripts/cobiss?command=DISPLAY&base=70036&RID= UR - https://grafar.grf.bg.ac.rs/handle/123456789/2756 AB - Korišćenjem potpuno novog pristupa u istraživanju rezidualnih uticaja na relativno GPSpozicioniranje, koji podrazumijeva primjenu dvofaktorske hijerarhijske klasifikacije saslučajnim efektima, bez interakcija, u integralnom sagledavanju tih uticaja zajedno sačisto slučajnim uticajima, korišćenjem jednog linearnog modela, dobijene su pouzdaneANOVA ocjene. Na osnovu istih, primjenom metode momenata, dobijene su definitivneocjene komponenti disperzija relativnih koordinata e, n i u. Za potrebe istraživanja,korišćeni su GPS podaci prikupljeni sa intervalom registracije od 30 s na krajnjimstanicama pet baznih linija različitih dužina (5.6, 13.6, 40, 129.5 i 281.9 km), u tokučetvorogodišnjeg perioda (2008-2011). Istraživanje je sprovedeno pojedinačno nadvremenskim serijama koja uključuju fiksna rješenja dobijena samo za period obdanice,period noći i cjelodnevni period. Pri razmatranju cjelodnevnog ponašanja rezidualnihuticaja, ispostavilo se da su srednje vrijednosti standarda zajedničkog uticaja rezidualatroposferske i jonosferske refrakcije, koje odgovaraju koordinatama e, n i u, redom,sljedeće: 0.1104, 0.0952 i 0.3709 mm/km. Što se tiče uticaja reziduala "far-field"višestruke refleksije, srednje vrijednosti standarda, podrazumijevajući isti redosljednavođenja, su: 4.1, 5.7 i 11.8 mm. Zajednički uticaj reziduala "near-field" višestrukerefleksije i reziduala ekscentriciteta i varijacija faznih centara antena prijemnika, poistom redosljedu prikaza, karakterišu sljedeće srednje vrijednosti standarda: 2.7, 4.1 i 12.1 mm. ANOVA ocjene imaju zanemarljiv stepen korelacije i, kao i standardirazmatranih komponentnih rezidualnih uticaja, posjeduju sezonski karakter, dostižućimaksimume u ljetnjim, a minimume u zimskim mjesecima. AB - By using a fully new approach in researching residual effects on relative GPSpositioning, which implies applying of two-way nested classification with randomeffects, with no interactions, in an integral consideration of these effects along with purerandom effects, through using a linear model, reliable ANOVA estimates were obtained.Based on those estimates, applying the method of moments, definitive variancecomponents of relative coordinates e, n and u were obtained. For the research purpose,GPS data collected with the registration interval of 30 s, at the ending stations of fivebaselines with different lengths (5.6, 13.6, 40, 129.5 i 281.9 km), during the full fouryearperiod (2008-2011), were used. The research was conducted individualy by usingmonthly time series that included fixed solutions obtained only for daytime, nighttimeand whole-day period. In consideration of whole-day behaviour of the residual effects, itturned out that the mean standard deviations of the joint effect of tropospheric andionospheric residual, corresponding to the coordinates e, n and u, are, respectively, thefollowing: 0.1104, 0.0952 and 0.3709 mm/km. As for the "far-field" multipath residualeffect, the mean standard deviations, assuming the same order of presentation, are: 4.1,5.7 and 11.8 mm. The joint effect of the "near-field" multipath and receiver antennaphase center offsets and variations residuals, in the same order of view, arecharacterized by the following mean standard deviations: 2.7, 4.1 and 12.1 mm. TheANOVA estimates are with a negligible degree of correlation and, as well as standarddeviations of the considered component residual effects, have a sesonal pattern,reaching their maximums in the summer, and the minimums in the winter months. PB - Универзитет у Београду, Грађевински факултет T2 - Универзитет у Београду T1 - Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata UR - https://hdl.handle.net/21.15107/rcub_nardus_11894 ER -
@phdthesis{ author = "Anđić, Darko", year = "2019-10-14", abstract = "Korišćenjem potpuno novog pristupa u istraživanju rezidualnih uticaja na relativno GPSpozicioniranje, koji podrazumijeva primjenu dvofaktorske hijerarhijske klasifikacije saslučajnim efektima, bez interakcija, u integralnom sagledavanju tih uticaja zajedno sačisto slučajnim uticajima, korišćenjem jednog linearnog modela, dobijene su pouzdaneANOVA ocjene. Na osnovu istih, primjenom metode momenata, dobijene su definitivneocjene komponenti disperzija relativnih koordinata e, n i u. Za potrebe istraživanja,korišćeni su GPS podaci prikupljeni sa intervalom registracije od 30 s na krajnjimstanicama pet baznih linija različitih dužina (5.6, 13.6, 40, 129.5 i 281.9 km), u tokučetvorogodišnjeg perioda (2008-2011). Istraživanje je sprovedeno pojedinačno nadvremenskim serijama koja uključuju fiksna rješenja dobijena samo za period obdanice,period noći i cjelodnevni period. Pri razmatranju cjelodnevnog ponašanja rezidualnihuticaja, ispostavilo se da su srednje vrijednosti standarda zajedničkog uticaja rezidualatroposferske i jonosferske refrakcije, koje odgovaraju koordinatama e, n i u, redom,sljedeće: 0.1104, 0.0952 i 0.3709 mm/km. Što se tiče uticaja reziduala "far-field"višestruke refleksije, srednje vrijednosti standarda, podrazumijevajući isti redosljednavođenja, su: 4.1, 5.7 i 11.8 mm. Zajednički uticaj reziduala "near-field" višestrukerefleksije i reziduala ekscentriciteta i varijacija faznih centara antena prijemnika, poistom redosljedu prikaza, karakterišu sljedeće srednje vrijednosti standarda: 2.7, 4.1 i 12.1 mm. ANOVA ocjene imaju zanemarljiv stepen korelacije i, kao i standardirazmatranih komponentnih rezidualnih uticaja, posjeduju sezonski karakter, dostižućimaksimume u ljetnjim, a minimume u zimskim mjesecima., By using a fully new approach in researching residual effects on relative GPSpositioning, which implies applying of two-way nested classification with randomeffects, with no interactions, in an integral consideration of these effects along with purerandom effects, through using a linear model, reliable ANOVA estimates were obtained.Based on those estimates, applying the method of moments, definitive variancecomponents of relative coordinates e, n and u were obtained. For the research purpose,GPS data collected with the registration interval of 30 s, at the ending stations of fivebaselines with different lengths (5.6, 13.6, 40, 129.5 i 281.9 km), during the full fouryearperiod (2008-2011), were used. The research was conducted individualy by usingmonthly time series that included fixed solutions obtained only for daytime, nighttimeand whole-day period. In consideration of whole-day behaviour of the residual effects, itturned out that the mean standard deviations of the joint effect of tropospheric andionospheric residual, corresponding to the coordinates e, n and u, are, respectively, thefollowing: 0.1104, 0.0952 and 0.3709 mm/km. As for the "far-field" multipath residualeffect, the mean standard deviations, assuming the same order of presentation, are: 4.1,5.7 and 11.8 mm. The joint effect of the "near-field" multipath and receiver antennaphase center offsets and variations residuals, in the same order of view, arecharacterized by the following mean standard deviations: 2.7, 4.1 and 12.1 mm. TheANOVA estimates are with a negligible degree of correlation and, as well as standarddeviations of the considered component residual effects, have a sesonal pattern,reaching their maximums in the summer, and the minimums in the winter months.", publisher = "Универзитет у Београду, Грађевински факултет", journal = "Универзитет у Београду", title = "Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata", url = "https://hdl.handle.net/21.15107/rcub_nardus_11894" }
Anđić, D.. (2019-10-14). Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata. in Универзитет у Београду Универзитет у Београду, Грађевински факултет.. https://hdl.handle.net/21.15107/rcub_nardus_11894
Anđić D. Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata. in Универзитет у Београду. 2019;. https://hdl.handle.net/21.15107/rcub_nardus_11894 .
Anđić, Darko, "Određivanje komponenti disperzija vremenski varijabilnih grešaka u GPS određivanju koordinata" in Универзитет у Београду (2019-10-14), https://hdl.handle.net/21.15107/rcub_nardus_11894 .