DocumentCode :
1062251
Title :
Quadratically Constrained Beamforming Robust Against Direction-of-Arrival Mismatch
Author :
Chen, Chun-Yang ; Vaidyanathan, P.P.
Author_Institution :
California Inst. of Technol., Pasadena
Volume :
55
Issue :
8
fYear :
2007
Firstpage :
4139
Lastpage :
4150
Abstract :
It is well known that the performance of the minimum variance distortionless response (MVDR) beamformer is very sensitive to steering vector mismatch. Such mismatches can occur as a result of direction-of-arrival (DOA) errors, local scattering, near-far spatial signature mismatch, waveform distortion, source spreading, imperfectly calibrated arrays and distorted antenna shape. In this paper, an adaptive beamformer that is robust against the DOA mismatch is proposed. This method imposes two quadratic constraints such that the magnitude responses of two steering vectors exceed unity. Then, a diagonal loading method is used to force the magnitude responses at the arrival angles between these two steering vectors to exceed unity. Therefore, this method can always force the gains at a desired range of angles to exceed a constant level while suppressing the interferences and noise. A closed-form solution to the proposed minimization problem is introduced, and the diagonal loading factor can be computed systematically by a proposed algorithm. Numerical examples show that this method has excellent signal-to-interference-plus-noise ratio performance and a complexity comparable to the standard MVDR beamformer.
Keywords :
array signal processing; beam steering; direction-of-arrival estimation; interference suppression; iterative methods; minimisation; adaptive beamformer; closed-form solution; diagonal loading factor; direction-of-arrival mismatch; interference suppression; minimization problem; minimum variance distortionless response beamformer; noise suppression; quadratically constrained beamforming; signal-to-interference-plus-noise ratio performance; Antenna arrays; Array signal processing; Closed-form solution; Directive antennas; Interference suppression; Minimization methods; Noise level; Robustness; Scattering; Shape; Capon beamformer; diagonal loading; direction-of-arrival (DOA) mismatch; minimum variance distortionless response (MVDR) beamformer; robust beamforming; steering vector uncertainty;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2007.894402
Filename :
4276961
Link To Document :
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