Vol. 21
Latest Volume
All Volumes
PIERM 130 [2024] PIERM 129 [2024] PIERM 128 [2024] PIERM 127 [2024] PIERM 126 [2024] PIERM 125 [2024] PIERM 124 [2024] PIERM 123 [2024] PIERM 122 [2023] PIERM 121 [2023] PIERM 120 [2023] PIERM 119 [2023] PIERM 118 [2023] PIERM 117 [2023] PIERM 116 [2023] PIERM 115 [2023] PIERM 114 [2022] PIERM 113 [2022] PIERM 112 [2022] PIERM 111 [2022] PIERM 110 [2022] PIERM 109 [2022] PIERM 108 [2022] PIERM 107 [2022] PIERM 106 [2021] PIERM 105 [2021] PIERM 104 [2021] PIERM 103 [2021] PIERM 102 [2021] PIERM 101 [2021] PIERM 100 [2021] PIERM 99 [2021] PIERM 98 [2020] PIERM 97 [2020] PIERM 96 [2020] PIERM 95 [2020] PIERM 94 [2020] PIERM 93 [2020] PIERM 92 [2020] PIERM 91 [2020] PIERM 90 [2020] PIERM 89 [2020] PIERM 88 [2020] PIERM 87 [2019] PIERM 86 [2019] PIERM 85 [2019] PIERM 84 [2019] PIERM 83 [2019] PIERM 82 [2019] PIERM 81 [2019] PIERM 80 [2019] PIERM 79 [2019] PIERM 78 [2019] PIERM 77 [2019] PIERM 76 [2018] PIERM 75 [2018] PIERM 74 [2018] PIERM 73 [2018] PIERM 72 [2018] PIERM 71 [2018] PIERM 70 [2018] PIERM 69 [2018] PIERM 68 [2018] PIERM 67 [2018] PIERM 66 [2018] PIERM 65 [2018] PIERM 64 [2018] PIERM 63 [2018] PIERM 62 [2017] PIERM 61 [2017] PIERM 60 [2017] PIERM 59 [2017] PIERM 58 [2017] PIERM 57 [2017] PIERM 56 [2017] PIERM 55 [2017] PIERM 54 [2017] PIERM 53 [2017] PIERM 52 [2016] PIERM 51 [2016] PIERM 50 [2016] PIERM 49 [2016] PIERM 48 [2016] PIERM 47 [2016] PIERM 46 [2016] PIERM 45 [2016] PIERM 44 [2015] PIERM 43 [2015] PIERM 42 [2015] PIERM 41 [2015] PIERM 40 [2014] PIERM 39 [2014] PIERM 38 [2014] PIERM 37 [2014] PIERM 36 [2014] PIERM 35 [2014] PIERM 34 [2014] PIERM 33 [2013] PIERM 32 [2013] PIERM 31 [2013] PIERM 30 [2013] PIERM 29 [2013] PIERM 28 [2013] PIERM 27 [2012] PIERM 26 [2012] PIERM 25 [2012] PIERM 24 [2012] PIERM 23 [2012] PIERM 22 [2012] PIERM 21 [2011] PIERM 20 [2011] PIERM 19 [2011] PIERM 18 [2011] PIERM 17 [2011] PIERM 16 [2011] PIERM 14 [2010] PIERM 13 [2010] PIERM 12 [2010] PIERM 11 [2010] PIERM 10 [2009] PIERM 9 [2009] PIERM 8 [2009] PIERM 7 [2009] PIERM 6 [2009] PIERM 5 [2008] PIERM 4 [2008] PIERM 3 [2008] PIERM 2 [2008] PIERM 1 [2008]
2011-10-14
Estimation and Mitigation of GPS Multipath Interference Using Adaptive Filtering
By
Progress In Electromagnetics Research M, Vol. 21, 133-148, 2011
Abstract
Estimation and mitigation of multipath error improves the positional accuracy of GPS. The objective of this paper is to estimate the effect of multipath interference at the receiver antenna based on both code and carrier phase measurements using Code minus Carrier (CMC) technique, and suggest a suitable method to mitigate it for static applications. Different adaptive filters such as Least Mean Squares (LMS) and various Recursive Least Squares (RLS) are considered to mitigate the error. The estimated multipath error for a typical signal is 0.8 m and 2.1 m on L1 and L2 carriers, respectively. The results due to adaptive filtering methods are encouraging and significant reduction of error (cm level) is observed. It is found that, when compared with experimental static dual frequency GPS receiver data, LMS and RLS filters give better error minimization on L1 and L2, respectively.
Citation
Kamatham Yedukondalu, Achanta Dattatreya Sarma, and Satya Srinivas Vemuri, "Estimation and Mitigation of GPS Multipath Interference Using Adaptive Filtering," Progress In Electromagnetics Research M, Vol. 21, 133-148, 2011.
doi:10.2528/PIERM11080811
References

1. Braasch, M. S., "Multipath effects," Global Positioning System: Theory and Applications, B. W. Parkinson and J. J. Spilker (eds.), Vol. 1, AIAA, 1996.

2. El-Rabbany, A., Global Positioning System, Artech House Publishers, 2002.

3. Hagerman, L., "Effects of multipath on coherent and non coherent PRN ranging receiver," Aerospace Rep. TOR-0073 (3020-03)-3, Development Planning Division, the Aerospace Corporation, May 15, 1973.

4. Hofmann-Wellenhof, B., H. Lichtenegger, and J. Collins, Global Navigation Satellite Systems, 5th revised edition, Springer-Verlag, Berlin Heidelberg, New York, 2007.

5. Bilich, A. and K. M. Larson, "Mapping the GPS multipath environment using the signal-to-noise ratio (SNR)," Radio Sci., Vol. 42, RS6003, 2007, doi: 10.1029/2007RS003652..

6. Christopher, J. C. and A. Penina, "Adaptive SNR-based carrier phase multipath mitigation technique," IEEE Transactions on Aerospace and Electronic Systems, Vol. 34, No. 1, 264-276, January 1998.
doi:10.1109/7.640284

7. Ray, J. K., M. E. Cannon, and P. Fenton, "Code range and carrier phase multipath mitigation using SNR, range and phase measurements in a multi-antenna system," Proceedings of the 12th International Technical Meeting of the Satellite Division of The Institute of Navigation, 1025-1034, September 14-17, 1999.

8. Parkinson, B. W. and P. Axelrad, "Autonomous GPS integrity monitoring using the pseudorange residual," Journal of the Institute of Navigation, Vol. 35, No. 2, 255-274, 1988.

9. De Jong, K., "The Influence of code multipath on the estimated parameters of the geometry-free GPS model," GPS Solutions, Vol. 3, No. 2, 11-18, 1999.
doi:10.1007/PL00012787

10. Jonathan, H. W., R. J. Davis, and E. N. Rosario, "Multipath mitigation performance of planar GPS adaptive antenna arrays for precision landing ground stations," 13th International Technical Meeting of The Satellite Division of The Institute of Navigation, 1-8, Salt Lake City, Utah, September 2000.

11. LinLin, G. E., S. Han, and C. Rizos, "Multipath mitigation of continuous GPS measurements using an adaptive filter," GPS Solutions, Vol. 4, No. 2, 19-30, 2000.
doi:10.1007/PL00012838

12. Sleewaegen, J., "Multipath mitigation, benefits from using the signal to noise ratio," Proceedings of ION GPS-97, 531-540, Kansas City, September 16-19, 1997.

13. Xia, L., "Approach for multipath reduction using wavelet algorithm," Proceedings of International Technical Meeting of the Satellite Division of the Institute of Navigation, 2134-2143, Kansas City, September 11-14, 2001.

14. Satirapod, C., R. Khoonphool, and C. Rizos, "Multipath miti-gation of permanent GPS stations using wavelets," International Symposium on GPS/GNSS, Tokyo, 2003.

15. Hatch, R., "The synergism of GPS code and carrier measurements," Proceedings of the 3rd International Geodetic Symposium on Satellite Doppler Positioning, 1213-1231, February 1982.

16. Rizos, C., "Principles and practice of GPS surveying,", Monograph 17, 555, School of Geomatic Engineering, The University of New South Wales, Sydney, Australia, 1996.

17. Misra, P. and P. Enge, Global Positioning System: Signals, Measurements and Performance, 2nd edition, Ganga Jamuna Press, 2006.

18. Kaplan, D., Understanding GPS: Principles and Applications, Artech House, Booston, London, 1996.

19. Haykin, S., Adaptive Filter Theory, 4th edition, Pearson Education Inc., 2007.

20. Yedukondalu, K., A. D. Sarma, and V. Satya Srinivas, "Multipath mitigation using LMS adaptive filtering for GPS applications," Applied Electromagnetics Conference (AEMC-2009), Kolkata, India, December 14-16, 2009.

21. Liu, H., X. Li, L. Ge, C. Rizos, and F. Wang, "Variable length LMS adaptive filter for carrier phase multipath Mitigation," GPS Solutions, Vol. 15, 29-38, 2011, doi 10.1007/s10291-010-0165-9..
doi:10.1007/s10291-010-0165-9

22. Yedukondalu, K., A. D. Sarma, and A. Kumar, "GPS multipath interference mitigation using recursive least squares adaptive fiiltering," 2010 IEEE Asia Pacific Conference on Circuits and Systems, 104-107, Kuala Lumpur, Malaysia, December 6-9, 2010.

23. Rama Krishna Rao, B., Y. Ravi Kumar, D. Venkata Ratnam, D. Krishna Reddy, and A. D. Sarma, "Investigation of EMI and multipath effects on CRABEX receiver," EMC Journal, Chennai, India, October 2006.

24. Kumar, A., A. D. Sarma, A. K. Mondal, and K. Yedukondalu, "A wide band antenna for multi-constellation GNSS and augmentation systems," Progress In Electromagnetic Research M, Vol. 11, 65-77, 2010.
doi:10.2528/PIERM09100304