EM Based p-norm-like Constraint RLS Algorithm for Sparse System Identification

Shuyang Jiang, Kung Yao

In this paper, the recursive least squares (RLS) algorithm is considered in the sparse system identification setting. The cost function of RLS algorithm is regularized by a $p$-nor…