A New Smoothed L0 Regularization Approach for Sparse Signal Recovery

Sparse signal reconstruction, as the main link of compressive sensing (CS) theory, has attracted extensive attention in recent years. The essence of sparse signal reconstruction is how to recover the original signal accurately and effectively from an underdetermined linear system equation (ULSE). Fo...

Full description

Bibliographic Details
Main Authors: Jianhong Xiang, Huihui Yue, Xiangjun Yin, Linyu Wang
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/1978154