Transient performance analysis of zero-attracting LMS

Jie Chen, Cedric Richard, Yingying Song +1

Zero-attracting least-mean-square (ZA-LMS) algorithm has been widely used for online sparse system identification. It combines the LMS framework and ${\ell }_1$-norm regularization to…