Robust adaptive beamforming based on a new steering vector estimation algorithm

A new approach to the design of robust adaptive beamforming is introduced. In the proposed approach, the mismatch vector of the desired steering vector is estimated by solving a quadratically constrained quadratic programming problem using an interference-plus-noise subspace projection matrix. The presumed look direction of desired signal is the only prior information of the proposed approach, and the parameters of uncertainty set or the angular sectors of the desired signal are not needed. In the presence of large DOA mismatch, the proposed beamformer performs well. Moreover, the proposed approach can deal with arbitrary steering vector mismatch in theory while many existing advanced robust beamformers cannot. Hence, it is very suitable for many practical applications.

[1]  Xiaofeng Ma,et al.  Modified projection approach for robust adaptive array beamforming , 2012, Signal Process..

[2]  Z. Ye,et al.  Non-sensitive adaptive beamforming against mutual coupling , 2009 .

[3]  Jian Li,et al.  Fully Automatic Computation of Diagonal Loading Levels for Robust Adaptive Beamforming , 2010, IEEE Transactions on Aerospace and Electronic Systems.

[4]  Sergiy A. Vorobyov,et al.  Robust Adaptive Beamforming Using Sequential Quadratic Programming: An Iterative Solution to the Mismatch Problem , 2008, IEEE Signal Processing Letters.

[5]  Zhi-Quan Luo,et al.  Robust adaptive beamforming using worst-case performance optimization: a solution to the signal mismatch problem , 2003, IEEE Trans. Signal Process..

[6]  Sergiy A. Vorobyov,et al.  Robust Adaptive Beamforming Based on Steering Vector Estimation With as Little as Possible Prior Information , 2012, IEEE Transactions on Signal Processing.

[7]  Yujie Gu,et al.  Robust Adaptive Beamforming Based on Interference Covariance Matrix Reconstruction and Steering Vector Estimation , 2012, IEEE Transactions on Signal Processing.

[8]  Lloyd J. Griffiths,et al.  A projection approach for robust adaptive beamforming , 1994, IEEE Trans. Signal Process..

[9]  P. P. Vaidyanathan,et al.  Quadratically Constrained Beamforming Robust Against Direction-of-Arrival Mismatch , 2007, IEEE Transactions on Signal Processing.

[10]  Jian Li,et al.  On robust Capon beamforming and diagonal loading , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[11]  Stephen P. Boyd,et al.  Real-Time Convex Optimization in Signal Processing , 2010, IEEE Signal Processing Magazine.

[12]  Harry L. Van Trees,et al.  Optimum Array Processing , 2002 .

[13]  Wee Ser,et al.  Adaptive Uncertainty Based Iterative Robust Capon Beamformer Using Steering Vector Mismatch Estimation , 2011, IEEE Transactions on Signal Processing.

[14]  Stephen P. Boyd,et al.  Disciplined Convex Programming , 2006 .

[15]  B. Carlson Covariance matrix estimation errors and diagonal loading in adaptive arrays , 1988 .