Comparison of learning identification and recursive identification algorithms

This paper discusses learning least squares(LLS) identification algorithm and recursive least squares(RLS) algorithm for a kind of stochastic dynamic time-varying systems. Utilizing the corresponding learning algorithms and forgetting factor recursive least squares(FFRLS) algorithm conducts simulation, which indicates that learning algorithms are importance to parameter estimation.