A Unified Bayesian Perspective for Conventional and Robust Adaptive Filters

Leszek Szczecinski, Jacob Benesty, Eduardo Vinicius Kuhn

In this work, we present a new perspective on the origin and interpretation of adaptive filters. By applying Bayesian principles of recursive inference from the state-space model a…