A Class of PType Iterative Learning Control Schemes for DiscreteTime Systems with Multiple Time Delays

The problem of iterative learning control is considered for linear discrete-time systems with multiple time delays. In this paper, it is assumed that the initial condition for discrete time-delay systems is unknown at each iteration. For such a class of discrete time-delay systems, a method is presented whereby a class of P-type discrete iterative learning control schemes can be constructed. It is shown that under some given conditions, the constructed iterative learning controllers can guarantee the asymptotic convergence of the output error between the given desired output and the actual output through the iterative learning process. Finally, a numerical example is given to demonstrate the validity of the results.

[1]  E. Rogers,et al.  Predictive optimal iterative learning control , 1998 .

[2]  Chong-Ho Choi,et al.  Iterative learning control in feedback systems , 1995, Autom..

[3]  Yangquan Chen,et al.  Analysis of a high-order iterative learning control algorithm for uncertain nonlinear systems with state delays , 1998, Autom..

[4]  Toshiharu Sugie,et al.  An iterative learning control law for dynamical systems , 1991, Autom..

[5]  Y. Chen,et al.  A robust high-order P-type iterative learning controller using current iteration tracking error , 1997 .

[6]  B. Paden,et al.  Stability of learning control with disturbances and uncertain initial conditions , 1992 .

[7]  S. Saab A discrete-time learning control algorithm for a class of linear time-invariant systems , 1995, IEEE Trans. Autom. Control..

[8]  Mingxuan Sun,et al.  An iterative learning controller with initial state learning , 1999, IEEE Trans. Autom. Control..

[9]  Suguru Arimoto,et al.  Bettering operation of Robots by learning , 1984, J. Field Robotics.

[10]  R. Carroll,et al.  Two-dimensional model and algorithm analysis for a class of iterative learning control systems , 1990 .

[11]  Jayati Ghosh,et al.  A pseudoinverse-based iterative learning control , 2002, IEEE Trans. Autom. Control..

[12]  Jay H. Lee,et al.  Model-based iterative learning control with a quadratic criterion for time-varying linear systems , 2000, Autom..

[13]  Dong-Hwan Hwang,et al.  Design of an iterative learning controller for a class of linear dynamic systems with time-delay , 1998 .

[14]  Tadashi Ishihara,et al.  A discrete-time design of robust iterative learning controllers , 1992, IEEE Trans. Syst. Man Cybern..

[15]  J. Kurek,et al.  Iterative learning control synthesis based on 2-D system theory , 1993, IEEE Trans. Autom. Control..