Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces

Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis +1

This paper studies a sparse signal recovery task in time-varying (time-adaptive) environments. The contribution of the paper to sparsity-aware online learning is threefold; first,…