Consideration on decimation factors in multirate adaptive filtering for a time-varying AR model

Abstract

Multirate adaptive filters for the identification of time-varying systems are very important. However, a decimation factor to be used in the multirate adaptive filtering for the identification of time-varying system has not been considered quantitatively. We derive two conditions which limit the maximally decimated factor used in the time-varying system identification.