Fast Orthogonal Matching Pursuit through Successive Regression

Huiyuan Yu, Jia He, Maggie Cheng

Orthogonal Matching Pursuit (OMP) has been a powerful method in sparse signal recovery and approximation. However, OMP suffers computational issues when the signal has a large numb…