Blind focusing wide-band array processing

The coherent signal subspace method based on the second-order statistics has been proposed for estimating the directions of arrival (DOA) of multiple wide-band sources. These techniques are ineffective in presence of the Gaussian noise and also when the propagation model is unknown. In this paper, t...

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Bibliographic Details
Main Authors: Bendjama, A., Bourennane, S.
Format: Conference Proceeding
Language:English
Subjects:
Algorithms
Arrays
Blinds
Coherence
Estimating
Gaussian
Noise
Statistics
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Summary:The coherent signal subspace method based on the second-order statistics has been proposed for estimating the directions of arrival (DOA) of multiple wide-band sources. These techniques are ineffective in presence of the Gaussian noise and also when the propagation model is unknown. In this paper, the extension of the focusing algorithms to the noisy data is developed. This extension is based on the higher-order statistics cumulant. Indeed, the use of the fourth order cumulant leads to eliminate the Gaussian noise contribution and then, to improve the high resolution algorithms on the one hand, on the other hand to determine the unbiased focusing matrices needed for estimating the coherent signal sub-space. To improve the cumulant matrix estimation, a spatial average of slice cumulant matrices is developed. The performances of our algorithm are studied by the use simulated data.