Note on sparsity in signal recovery and in matrix identification

We describe a connection between the identification problem for matrices with sparse representations in given matrix dictionaries and the problem of sparse signal recov-ery. This allows the application of novel compressed sensing techniques to operator identification problems such as the channel measurement problem in communica-tions engineering