An optimal robust adaptive beamforming in the presence of unknown mutual coupling

An optimal robust adaptive beamformer in the presence of unknown mutual coupling is proposed. In this proposed beamformer, envelopes of the received signals in the presence of unknown mutual coupling and their corresponding powers can be estimated by utilizing the Toeplitz characteristics of the mutual coupling matrix. Both of them are used to reconstruct the interference-plus-noise covariance matrix in a novel expression. A subspace orthogonal to the interference space can be obtained by performing the eigenvalue decomposition on this reconstructed matrix. Hence, the desired signal and the noise are retained by projecting the observed data to this orthogonal space. Finally, the optimal weight vector is obtained by passing the desired signal with the maximum output power criterion. The proposed method maintains excellent performance in the presence of unknown mutual coupling and the simulation results are consistent with the theoretical analysis.

[1]  J. Capon High-resolution frequency-wavenumber spectrum analysis , 1969 .

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

[3]  Yuping Zhang,et al.  Robust adaptive beamforming based on the effectiveness of reconstruction , 2016, Signal Process..

[4]  Feng Shen,et al.  Robust Adaptive Beamforming Based on Steering Vector Estimation and Covariance Matrix Reconstruction , 2015, IEEE Communications Letters.

[5]  Wei Liu,et al.  Interference-plus-Noise Covariance Matrix Reconstruction via Spatial Power Spectrum Sampling for Robust Adaptive Beamforming , 2016, IEEE Signal Processing Letters.

[6]  Weixing Sheng,et al.  Adaptive beamformer in the presence of mutual coupling , 2009 .

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

[8]  Lu Gan,et al.  Robust adaptive beamforming via a novel subspace method for interference covariance matrix reconstruction , 2017, Signal Process..

[9]  LiWu Chang,et al.  Performance of DMI and eigenspace-based beamformers , 1992 .

[10]  Yu Lei,et al.  Robust beamforming with imprecise array geometry using steering vector estimation and interference covariance matrix reconstruction , 2017, Multidimens. Syst. Signal Process..

[11]  Lu Gan,et al.  A Novel Robust Adaptive Beamforming Based on Interference Covariance Matrix Reconstruction over Annulus Uncertainty Sets , 2016, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[12]  Yu Tsao,et al.  Adaptive subspace-constrained diagonal loading , 2016, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA).

[13]  Andreas Jakobsson,et al.  Degradation of covariance reconstruction-based robust adaptive beamformers , 2014, 2014 Sensor Signal Processing for Defence (SSPD).

[14]  Shing-Chow Chan,et al.  DOA Estimation and Tracking of ULAs with Mutual Coupling , 2011 .

[15]  Zishu He,et al.  Mainlobe interference suppression with eigenprojection algorithm and similarity constraints , 2016 .

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

[17]  Athanassios Manikas,et al.  Interference cancellation beamforming robust to pointing errors , 2013, IET Signal Process..

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

[19]  Lei Huang,et al.  Robust Adaptive Beamforming With a Novel Interference-Plus-Noise Covariance Matrix Reconstruction Method , 2015, IEEE Transactions on Signal Processing.

[20]  Yang Jian,et al.  A adaptive beamforming design in low sample number conditions based on diagonal loading algorithm , 2016, 2016 IEEE International Conference on Signal and Image Processing (ICSIP).

[21]  Zishu He,et al.  Robust adaptive beamforming for multiple-input multiple-output radar with spatial filtering techniques , 2018, Signal Process..

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

[23]  H. Tsuji,et al.  Autocalibration Algorithm for Robust Capon Beamforming , 2006, IEEE Antennas and Wireless Propagation Letters.

[24]  Jian Li,et al.  On robust Capon beamforming and diagonal loading , 2003, IEEE Trans. Signal Process..