A MAP approach for ${\ell }_q$-norm regularized sparse parameter estimation using the EM algorithm

Rodrigo Carvajal, Juan C. Agüero, Boris I. Godoy +1

In this paper, Bayesian parameter estimation through the consideration of the Maximum A Posteriori (MAP) criterion is revisited under the prism of the Expectation-Maximization (EM)…