Characterization and extraction of global positioning system multipath signals using an improved particle-filtering algorithm

Measurement Science and Technology

Volumn 22, Issue 7, 2011, Pages

  Yi, Ting Hua ^a,b   Li, Hong Nan ^a   Gu, Ming ^b  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b Tongji University   (China)

Author keywords

GPS; multipath effects; particle filtering

Indexed keywords

MONTE CARLO METHODS; MULTIPATH PROPAGATION; REFLECTION; SIGNAL FILTERING AND PREDICTION; TRACKING (POSITION);

CARRIER-PHASE OBSERVATIONS; CHARACTERISTIC ANALYSIS; CONTROLLED EXPERIMENT; GPS MULTIPATH SIGNALS; MULTI-PATH EFFECT; PARTICLE FILTERING; PARTICLE FILTERING ALGORITHMS; POSITIONING ACCURACY;

GLOBAL POSITIONING SYSTEM;

EID: 79960232679     PISSN: 09570233     EISSN: 13616501     Source Type: Journal    
DOI: 10.1088/0957-0233/22/7/075101     Document Type: Article

References (20)

1. Elsobeiey M and El-Rabbany A 2010 On stochastic modeling of the modernized global positioning system (GPS) L2C signal Meas. Sci. Technol. 21 055105
2. Kijewski-Correa T and Michael K 2007 Monitoring the wind-induced response of tall buildings: GPS performance and the issue of multipath effects J. Wind Eng. Ind. Aerodyn. 95 1176-98 (Pubitemid 47308531)
3. Peyret F, Betaille D and Hintzy G 2000 High-precision application of GPS in the field of real-time equipment positioning Autom. Constr. 9 299-314 (Pubitemid 30577741)
4. Satirapod C, Khoonphool R and Rizos C 2003 Multipath mitigation of permanent GPS stations using wavelets Proc. Int. Symp. on GPS/GNSS (Tokyo, Japan, 15-18 November 2003)
5. Wang J, Wang J L and Roberts C 2009 Reducing carrier phase errors with EMD-wavelet for precise GPS positioning Surv. Rev. 41 152-61
6. Axelrad P, Comp C J and MacDoran P F 1994 Use of signal-to-noise ratio for multipath error correction in GPS differential phase measurements: methodology and experimental results Proc. 7th Int. Technology Meeting of the Satellite Division of the US Institute of Navigation (Salt Lake City, USA, 20-23 September 1994) pp 655-66
7. Bétaille D F, Cross P A and Euler H J 2006 Assessment and improvement of the capabilities of a window correlator to model GPS multipath phase errors IEEE Trans. Aerosp. Electron. Syst. 42 705-17
8. Fan K K and Ding X L 2006 Estimation of GPS carrier phase multipath signals based on site environment J. Glob. Positioning Syst. 5 22-8
9. Rouabah K and Chikouche D 2009 GPS/Galileo multipath detection and mitigation using closed-form solutions Math. Probl. Eng. 2009 106870
10. Zhang Z and Law C W 2005 Short-delay multipath mitigation technique based on virtual multipath IEEE Antennas Wirel. Propag. Lett. 4 344-8 (Pubitemid 43131804)
11. Nagano T and Iwamoto T 2009 Multipath estimation of GPS signals and a C-A code conversion technique for efficient computation Proc. 6th Workshop on Positioning, Navigation and Communication (WPNC'09) (Leibniz, Germany, 19 March 2009) pp 203-8
12. Zhang Z, Law C L and Gunawan E 2007 Multipath mitigation technique based on partial autocorrelation function Wirel. Pers. Commun. 41 145-54 (Pubitemid 46198716)
13. Zhang Y H, Yi T H, Li H N and Gu M 2008 Research progress of multipath effect in GPS structural health monitoring Proc. 2nd Int. Forum on Advances in Structural Engineering (IFASE2008) (Dalian, China, 10-12 October 2008)
14. Lee Y W, Suh Y C and Shibasaki R 2008 A simulation system for GNSS multipath mitigation using spatial statistical methods Comput. Geosci. 34 1597-609
15. Yuan L G, Huang D F, Ding X L, Xiong Y L and Zhong P 2004 On the influence of signal multipath effects in GPS carrier phase surveying Acta Geod. Cartographica Sin. 33 210-5
16. Aggarwal P, Syed Z and El-Sheimy N 2009 Hybrid extended particle filter (HEPF) for integrated inertial navigation and global positioning systems Meas. Sci. Technol. 20 055203
17. Doucet A, Godsill S J and Andrieu C 2000 On Monte Carlo sampling methods for Bayesian filtering Stat. Comput. 10 197-208
18. Gordon N J, Salmond D J and Smith A F M 1993 Novel approach to nonlinear/non-Gaussian Bayesian state estimation IEEE Proc. Radar Signal Process. 140 107-13
19. Hol J, Schon T B and Gustafsson F 2006 On resampling algorithms for particle filters Proc. Nonlinear Statistical Signal Processing Workshop (Cambridge, UK, 13-15 September 2006) pp 79-82
20. Douc R, Cappe O, Polytech E and Palaiseau F 2005 Comparison of resampling schemes for particle filtering Proc. 4th Int. Symp. on Image and Signal Processing and Analysis (ISPA) (Zagreb, Croatia, 15-17 September 2005) pp 64-9 (Pubitemid 44459664)