Title :
Optimal Robust Beamforming for Interference and Multipath Mitigation in GNSS Arrays
Author :
Sahmoudi, M. ; Amin, Moeness G.
Author_Institution :
Wireless Commun. & Positioning Lab., Villanova Univ., PA, USA
Abstract :
In this paper, we introduce an optimal robust beamformer for detecting a desired signal in presence of noise, strong interferers of unknown directions-of-arrival (DOA), and multipath. The proposed approach achieves the highest possible signal-to-interference plus noise ratio (SINR) by optimally estimating the interference DOA, followed by a triply constrained robust Capon beamformer. More specifically, we maximize the SINR subject to nulling strong interferers and offer robustness against multipath and steering vector uncertainty. Unlike existing techniques, we examine explicitly the use of robust beamforming for multipath mitigation to enhance acquisition and tracking performance of GPS receivers.
Keywords :
Global Positioning System; array signal processing; direction-of-arrival estimation; interference suppression; GNSS arrays; GPS receivers; directions-of-arrival; interference mitigation; multipath mitigation; optimal robust beamforming; robust Capon beamformer; signal-to-interference plus noise ratio; Array signal processing; Covariance matrix; Direction of arrival estimation; Global Positioning System; Interference constraints; Interference suppression; Noise robustness; Satellite navigation systems; Signal to noise ratio; Uncertainty; Beamforming; GPS; interference; multipath; robustness;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366774