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Identification of Sparse Volterra Systems: An Almost Orthogonal Matching Pursuit Approach

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This paper considers identification of sparse Volterra systems. A method based on the almost orthogonal matching pursuit (AOMP) is proposed. The AOMP algorithm allows one to estimate one non-zero coefficient at a time until all non-zero coefficients are found ... ...