Signal Restoration Combining Modified Tikhonov Regularization and Preconditioning Technology
Hong-Xia Dou, Hou‐Biao Li, Qingyu Fan, Yi-Cheng Chen · IEEE Access · 2017
The purpose of signal restoration is to acquire a clean signal from the degraded signal which contains blur and noise. In this paper, a modified Tikhonov regularization method based on the standard Tikhonov regularization matrix is proposed, and the corresponding preconditioner is designed to accelerate the convergence of the proposed algorithm. The proposed method shows the best performance than several competitive methods. In addition, the convergence speed is improved significantly.