Adaptive energy-saving approximation for stationary processes

Abstract

Abstract We consider a stationary process (with either discrete or continuous time) and find an adaptive approximating stationary process combining high quality approximation and other good properties that can be interpreted as additional smoothness or small expense of energy. The problem is solved in terms of spectral characteristics of the original process using the classical analytic methods of prediction theory.