Robust Adaptive Beamforming Against Mutual Coupling Based on Mutual Coupling Coefficients Estimation

In an adaptive beamforming system, the mutual coupling effects among the array elements can seriously degrade the system performance. In this paper, we propose a robust adaptive beamforming algorithm using a uniform linear array (ULA) to mitigate the mutual coupling effects. The proposed algorithm is based on the fact that the mutual coupling matrix (MCM) of a ULA can be approximated as a banded symmetric Toeplitz matrix as the mutual coupling between two sensors is inversely related to their separation and is negligible for a few wavelengths away. By exploiting the structural characteristics of the MCM, a subspace-based method is used to estimate the mutual coupling coefficients of the ULA that yield a closed-form solution, and the MCM is further constructed. Then, the constructed MCM and array received data are used to reconstruct the interference-plus-noise covariance (INC) matrix. Finally, the robust adaptive beamformer is created through using the Capon principle and the reconstructed INC matrix. Unlike most of the existing algorithms, the proposed algorithm only requires prior knowledge of the array geometry. Simulation results indicate that our approach outperforms the compared algorithms in the presence of unknown mutual coupling and can achieve a performance close to the theoretical optimal value.

[1]  D. D. Feldman An analysis of the projection method for robust adaptive beamforming , 1996 .

[2]  P. Stoica,et al.  Robust Adaptive Beamforming , 2013 .

[3]  Marius Pesavento,et al.  Direction finding in partly calibrated sensor arrays composed of multiple subarrays , 2002, IEEE Trans. Signal Process..

[4]  Ning Ma,et al.  Adaptive beamforming with joint robustness against mismatched signal steering vector and interference nonstationarity , 2004, IEEE Signal Processing Letters.

[5]  A. Elnashar,et al.  Further Study on Robust Adaptive Beamforming With Optimum Diagonal Loading , 2006, IEEE Transactions on Antennas and Propagation.

[6]  B. C. Ng,et al.  Sensor-array calibration using a maximum-likelihood approach , 1996 .

[7]  Mats Bengtsson,et al.  Convex Optimization-based Beamforming : From Receive to Transmit and Network Designs , 2010 .

[8]  Anthony J. Weiss,et al.  Direction finding in the presence of mutual coupling , 1991 .

[9]  Eric K. L. Hung,et al.  Matrix-construction calibration method for antenna arrays , 2000, IEEE Trans. Aerosp. Electron. Syst..

[10]  Petre Stoica,et al.  Robust Adaptive Beamforming: Li/Robust Adaptive Beamforming , 2005 .

[11]  Nikos D. Sidiropoulos,et al.  Convex Optimization-Based Beamforming , 2010, IEEE Signal Processing Magazine.

[12]  I. Gupta,et al.  Effect of mutual coupling on the performance of adaptive arrays , 1983 .

[13]  Ying-Chang Liang,et al.  Joint power control and beamforming for cognitive radio networks , 2008, IEEE Transactions on Wireless Communications.

[14]  Zhongfu Ye,et al.  On the Resiliency of MUSIC Direction Finding Against Antenna Sensor Coupling , 2008, IEEE Transactions on Antennas and Propagation.

[15]  Johann F. Böhme,et al.  Experimental performance of adaptive beamforming in a sonar environment with a towed array and moving interfering sources , 2000, IEEE Trans. Signal Process..

[16]  Stephen P. Boyd,et al.  Robust minimum variance beamforming , 2003, The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003.

[17]  D. Fuhrmann,et al.  Transmit beamforming for MIMO radar systems using signal cross-correlation , 2008, IEEE Transactions on Aerospace and Electronic Systems.

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

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

[20]  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)..

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

[22]  Jianjiang Zhou,et al.  A Robust Adaptive Beamformer Based on Worst-Case Semi-Definite Programming , 2010, IEEE Transactions on Signal Processing.

[23]  Butrus T. Khuri-Yakub,et al.  Minimally Redundant 2-D Array Designs for 3-D Medical Ultrasound Imaging , 2009, IEEE Transactions on Medical Imaging.

[24]  Steven W. Ellingson,et al.  Beamforming and interference canceling with very large wideband arrays , 2003 .

[25]  Chong Meng Samson See,et al.  Direction-of-arrival estimation in partly calibrated subarray-based sensor arrays , 2004, IEEE Transactions on Signal Processing.

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

[27]  Jian Yang,et al.  Fast adaptive blind beamforming algorithm for antenna array in CDMA systems , 2006, IEEE Transactions on Vehicular Technology.

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

[29]  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..

[30]  Yu Li,et al.  Robust adaptive beamforming based on interference covariance matrix sparse reconstruction , 2014, Signal Process..