Title :
Interference and multipath mitigation utilising a two-stage beamformer for global navigation satellite systems applications
Author :
Daneshmand, Saeed ; Broumandan, Ali ; Nielsen, Jakob ; Lachapelle, Gerard
Author_Institution :
Dept. of Geomatics Eng., Univ. of Calgary, Calgary, AB, Canada
Abstract :
The performance of location-based services provided by global navigation satellite systems is compromised by interference and multipath propagations. Although time/frequency interference suppression methods have been widely studied in the literature, they fail to cope with wideband interference signals. Instead, techniques utilising several antenna elements can be employed to mitigate both narrowband and broadband interference signals. However, the performance of beamforming techniques utilising antenna arrays severely degrades in dealing with correlated and coherent multipath components which cause signal cancellation phenomenon and temporal correlation matrix rank deficiency. This study proposes a two-stage beamformer to jointly deal with interference and multipath signals. In the first stage, before the despreading process, by applying the subspace method, the interference subspace is estimated and used as a constraint for the optimisation problem in the next stage. In the second stage, a modified version of the minimum power distortionless response beamformer employing several overlapping sub-arrays called the minimum difference output power method is utilised to mitigate the correlated multipath components. The proposed beamformer can deal with the signal cancellation phenomenon and temporal correlation matrix rank deficiency. Several simulation examples and a real data test are provided to illustrate the effectiveness of the proposed beamformer. Results show that the proposed method is able to put deep nulls in the direction of the narrowband and wideband interference signals, and significantly reduces the multipath-induced time of the arrival error.
Keywords :
antenna arrays; array signal processing; correlation methods; matrix algebra; multipath channels; optimisation; satellite navigation; signal denoising; GNSS; antenna arrays; antenna elements; broadband interference signal mitigation; coherent multipath components; global navigation satellite systems applications; interference subspace; location-based services; minimum difference output power method; minimum power distortionless response beamformer; multipath mitigation; narrowband interference signal mitigation; optimisation problem; signal cancellation phenomenon; temporal correlation matrix rank deficiency; time-frequency interference suppression methods; two-stage beamformer; wideband interference signals;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2012.0027