Quadratically constrained beamforming robust against direction-of-arrival mismatch

被引:106
作者
Chen, Chun-Yang [1 ]
Vaidyanathan, P. P. [1 ]
机构
[1] CALTECH, Pasadena, CA 91125 USA
关键词
Capon beamformer; diagonal loading; direction-of-arrival (DOA) mismatch; minimum variance distortionless response (MVDR) beamformer; robust beamforming; steering vector uncertainty;
D O I
10.1109/TSP.2007.894402
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:4139 / 4150
页数:12
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