Sparsity-Aware Adaptive Algorithms Based on Alternating Optimization with Shrinkage

Rodrigo C. de Lamare, Raimundo Sampaio-Neto

This letter proposes a novel sparsity-aware adaptive filtering scheme and algorithms based on an alternating optimization strategy with shrinkage. The proposed scheme employs a two…