A fast algorithm for sparse signal recovery via fraction function

Abstract

Abstract In this article, a fast algorithm is studied to recover the sparse signals. It can be regarded as an extension of the parameterized fast iterative shrinkage‐thresholding algorithm from convex optimization to nonconvex optimization. Numerical results show that the proposed fast algorithm is efficient and fast in recovering the sparse signals.

Keywords

• signal reconstruction
• signal processing