Sliding-windowed weighted recursive least-square algorithm and its behaviors in stationary and nonstationary environments

Abstract

A sliding-windowed weighted recursive least-square (SWRLS) algorithm is proposed, and tracking properties and steady-state performance of SWRLS algorithm for stationary and nonstationary environments are considered. Computer simulation shows that the experimental results are in agreement with theoretical ones.<>