Array Failure Diagnosis Using Nonconvex Compressed Sensing

The array diagnosis technique based on nonconvex compressed sensing approach is introduced for a uniform linear array. In this sense, lp minimization problem with p <; 1 is proposed for array diagnosis problem and it is solved using a weighted least squares approach. The proposed approach locates the faulty elements using less far-field measurements compared to the standard l1 minimization.

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