Sparse Bayesian Learning with Dynamic Filtering for Inference of Time-Varying Sparse Signals

Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell

Many signal processing applications require estimation of time-varying sparse signals, potentially with the knowledge of an imperfect dynamics model. In this paper, we propose an a…