Wideband DOA estimation for nonuniform linear arrays with Wiener array interpolation

Coherent wideband DOA estimation for non-uniform linear arrays (NLA) is considered. Array interpolation is used for two mappings. In the first mapping, NLA is mapped to a uniform linear array with the same array aperture. In the second mapping covariance matrices for each frequency bin are mapped to a single one at the center frequency for coherent DOA estimation. A Wiener formulation is used for array interpolation where both signal and noise powers are estimated with maximum likelihood method. Different approaches are compared and the advantages of wideband processing versus narrowband processing are outlined. The accuracy of the SNR estimation is high and it is shown that Wiener array interpolation significantly improves the DOA estimation performance in both narrowband and wideband processing.

[1]  T. P. Bronez Sector interpolation of non-uniform arrays for efficient high resolution bearing estimation , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[2]  Anthony J. Weiss,et al.  Direction finding for wide-band signals using an interpolated array , 1993, IEEE Trans. Signal Process..

[3]  T. E. Tuncer,et al.  Direction of arrival estimation for nonuniform linear arrays by using array interpolation , 2007 .

[4]  B. Friedlander,et al.  Direction finding using spatial smoothing with interpolated arrays , 1992 .

[5]  Hong Wang,et al.  Coherent signal-subspace processing for the detection and estimation of angles of arrival of multiple wide-band sources , 1985, IEEE Trans. Acoust. Speech Signal Process..

[6]  M. Jansson,et al.  Array interpolation and DOA MSE reduction , 2005, IEEE Transactions on Signal Processing.

[7]  Tien Pham,et al.  Adaptive wideband aeroacoustic array processing , 1996, Proceedings of 8th Workshop on Statistical Signal and Array Processing.