Enhanced Multipath Mitigation Design for GNSS in NLOS

Rabih Chrabieh and Serdar Sezginer

Peer Reviewed

Abstract: In this paper, estimation of time of arrival (TOA) in multipath and Non-Line -of-Sight environments is tackled with a particular focus on GNSS positioning signals GPS L1 C/A and Galileo E1. Two novel approaches are introduced for multipath mitigation in GNSS. First, maximization, for the earliest path, of the signal to multipath and noise ratio (SINR) for a given PDP model, using a filter design matched to the earliest path or to TOA (TOA-MF [8]), and applied pre-correlators. The proposed pre-correlation filters are able to benefit from the large number of dimensions in the samples space in order to project onto sub-spaces relatively orthogonal to late arriving multipath. Second, matching the filter to the full PRN sequence of each satellite, which enables deep suppression of early sidelobes, and hence the unearthing of an earliest path from underneath heavy multipath. Indeed, at the PRN sequence level, the TOA-MF is able to cancel the small but undesirable auto-correlation’s sidelobes that can be found at non-zero time shifts for sequences such as Gold sequences. Simulation and field results confirm the significant gain of performance achieved by TOA-MF when the channel suffers from dense multipath interference or NLOS conditions. The techniques described in this article are code phase based multipath mitigation using a unique antenna, and are suitable for static or moving vehicles.
Published in: Proceedings of the 2022 International Technical Meeting of The Institute of Navigation
January 25 - 27, 2022
Hyatt Regency Long Beach
Long Beach, California
Pages: 967 - 979
Cite this article: Chrabieh, Rabih, Sezginer, Serdar, "Enhanced Multipath Mitigation Design for GNSS in NLOS," Proceedings of the 2022 International Technical Meeting of The Institute of Navigation, Long Beach, California, January 2022, pp. 967-979.
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