A novel Two-Stage Least Square(TS-LS) algorithm has been proposed based on the oretical derivation for nonstationary dynamic systems with input slow time-varying disturbance
also
its performance has been theoretically analysised in detail. Numerical simulation results show its efficiency and some important properties.