A three-stage least squares identification algorithm is proposed for a dynamical adjusting model.At first,the dynamical adjusting model is transformed into a CAR model,and the parameters of the new CAR model are estimated,and then the system model parameters and noise model parameters are identified by using the estimated parameters of the new CAR model,respectively.The proposed method is simple in principle and effective in results.