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Performance of the FOCUSS-CNDL algorithm with overcomplete dictionary A, size 64 × 128. (a) Number of correctly learned columns of A at each iteration. (b) Number of sources xk learned. (c) Average diversity (n-sparsity) of the xk. The spikes in b and c indicate where some solutions x̂k were reinitialized because they were not sparse enough.
