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The authors derive an expectation-maximization (EM) algorithm for the maximum likelihood estimation of the directions of arrival of multiple narrow-band autoregressive (AR) signals embedded in noise. The proposed algorithm simultaneously estimates the location parameters, the AR coefficients, and the signals. The additional structural information that the sources are of the AR type, allows resolution...
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