Subspace methods for self-calibration of ULAs with unknown mutual coupling: A false-peak analysis

Abstract Self-calibration can mitigate the adverse effect of array imperfections in direction-of-arrival (DoA) estimation. In this paper, we consider self-calibration of uniform linear arrays (ULAs) with unknown mutual coupling and focus on subspace-based methods. By modeling the effect of mutual coupling through complex symmetric Toeplitz matrices, we first analyze its influence to existing subspace methods. Our analytical results illustrate that mutual coupling can induce false peaks in spatial spectra of these methods, and more importantly, most of these peaks are predictable. Based on the analytical results, we then propose new spectra to suppress these predictable false peaks, and new self-calibration algorithms for the proposed spectra. Simulations are performed to validate our analytical results and to illustrate the advantages of the proposed algorithms.

[1]  Yiyu Zhou,et al.  A Unified Framework and Sparse Bayesian Perspective for Direction-of-Arrival Estimation in the Presence of Array Imperfections , 2013, IEEE Transactions on Signal Processing.

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

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

[4]  Luxi Yang,et al.  Blind Calibration and DOA Estimation With Uniform Circular Arrays in the Presence of Mutual Coupling , 2006 .

[5]  Constantine A. Balanis,et al.  Antenna Theory: Analysis and Design , 1982 .

[6]  Daniel Pérez Palomar,et al.  Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming , 2010, IEEE Transactions on Signal Processing.

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

[8]  Moeness G. Amin,et al.  DOA Estimation Exploiting Moving Dilated Nested Arrays , 2019, IEEE Signal Processing Letters.

[9]  Youguang Zhang,et al.  DOA estimation and self-calibration algorithm for uniform circular array , 2005 .

[10]  B. Porat,et al.  Accuracy requirements in off-line array calibration , 1997, IEEE Transactions on Aerospace and Electronic Systems.

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

[12]  Gene H. Golub,et al.  Matrix computations , 1983 .

[13]  Benjamin Friedlander,et al.  Array self-calibration with large initial errors , 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

[14]  Yimin Zhang,et al.  Generalized Coprime Array Configurations for Direction-of-Arrival Estimation , 2015, IEEE Transactions on Signal Processing.

[15]  T. Engin Tuncer,et al.  Classical and Modern Direction-of-Arrival Estimation , 2009 .

[16]  Jisheng Dai,et al.  A Recursive RARE Algorithm for DOA Estimation With Unknown Mutual Coupling , 2014, IEEE Antennas and Wireless Propagation Letters.

[17]  Yimin D. Zhang,et al.  DOA Estimation Exploiting Sparse Array Motions , 2019, IEEE Transactions on Signal Processing.

[18]  Bu-hong Wang,et al.  Comments on "Blind Calibration and DOA Estimation With Uniform Circular Arrays in the Presence of Mutual Coupling" , 2006 .

[19]  Z. Ye,et al.  DOA Estimation for Uniform Linear Array with Mutual Coupling , 2009 .

[20]  Florian Roemer,et al.  Subspace Methods and Exploitation of Special Array Structures , 2014 .

[21]  M. Viberg,et al.  Two decades of array signal processing research: the parametric approach , 1996, IEEE Signal Process. Mag..

[22]  Fabrizio Sellone,et al.  A Novel Online Mutual Coupling Compensation Algorithm for Uniform and Linear Arrays , 2007, IEEE Transactions on Signal Processing.

[23]  Shu Cai A normalized spatial spectrum for DOA estimation with uniform linear arrays in the presence of unknown mutual coupling , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[24]  Mostafa Kaveh,et al.  Experimental performance of calibration and direction-finding algorithms , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

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

[26]  M. Ohtsuka,et al.  On-Board Calibration Methods for Mechanical Distortions of Satellite Phased Array Antennas , 2012, IEEE Transactions on Antennas and Propagation.

[27]  Yiyu Zhou,et al.  DOA estimation with uniform linear arrays in the presence of mutual coupling via blind calibration , 2009, Signal Process..