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Over the decades, two major methods have been developed to deal with the underdetermined Direction-of-Arrival (DOA) estimation problem where there are more sources than sensors. One is based on the higher-order statistics of the received signals, which needs a plenty number of snapshots to guarantee the estimation accuracy and thus is computational complex. The other relies on the sparsity of sources,...
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