Title :
Multipath Mitigation of Global Positioning System (GPS) Signal Using Wavelet Technique
Author :
Ya´acob, Norsuzila ; Abdullah, Mardina ; Ismail, Mahamod
Author_Institution :
Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
Abstract :
Multipath mitigation techniques using wavelet decomposition is proposed for extracting or modelling multipath from Global Positioning System (GPS) carrier phase observations. Multipath can be reduced by choosing sites without multipath reflectors or by using choke-ring antennas to mitigate the reflected signal. In this paper, we apply a method based on wavelets to decompose GPS double-differenced (DD) residuals into a low-frequency bias term and a high-frequency noise term to extract multipath from GPS observation. Wavelet transform (WT) is a new tool for signal analysis that can provide time and frequency information of a signal sequence simultaneously. The results show that the proposed method can be used to significantly mitigate the multipath effects at GPS data.
Keywords :
Global Positioning System; wavelet transforms; GPS signal; Global Positioning System; carrier phase observations; choke-ring antennas; double-differenced residuals; multipath effects; signal analysis; signal sequence; wavelet decomposition; wavelet transform; Data mining; Digital images; Frequency; Global Positioning System; Low pass filters; Low-frequency noise; Signal analysis; Signal processing; Wavelet analysis; Wavelet transforms; Double Differencing (DD); Global Positioning System (GPS); Multipath; Wavelet Transform (WT);
Conference_Titel :
Digital Image Processing, 2009 International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-0-7695-3565-4
DOI :
10.1109/ICDIP.2009.86