Optimal incorporation of sparsity information by weighted ${\ell }_1$ optimization

Toshiyuki Tanaka, Jack Raymond

Compressed sensing of sparse sources can be improved by incorporating prior knowledge of the source. In this paper we demonstrate a method for optimal selection of weights in weigh…