Hierarchical least squares algorithms for nonlinear feedback system modeling

A hierarchical recursive least squares algorithm and a hierarchical least squares iterative algorithm are presented for Wiener feedback finite impulse response moving average model. By combining the least squares idea and hierarchical principle, the finite impulse response moving average model can be decomposed into three subsystems. The simulation results illustrate the effectiveness of the proposed two algorithms.