Adaptive control of piecewise linear systems: The state tracking case

This paper studies the adaptive state feedback for state tracking control problem for piecewise linear systems, which are approximations of nonlinear controlled systems at multiple operating points. Piecewise linear reference model systems are studied and used for generating state trajectories. Adaptive schemes are developed using Lyapunov design methods, and their stability and tracking performance are analyzed and evaluated by simulation examples. Asymptotic tracking performance of such an adaptive control system with a sufficiently rich reference input is shown by simulation results, indicating that certain persistent excitation conditions can be sufficient for ensuring the desired asymptotic tracking in the presence of repetitive system switchings.

[1]  Yasuaki Kuroe,et al.  A solution to the common Lyapunov function problem for continuous-time systems , 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

[2]  Austin M. Murch A Flight Control System Architecture for the NASA AirSTAR Flight Test Infrastructure , 2008 .

[3]  Petros A. Ioannou,et al.  Robust Adaptive Control , 2012 .

[4]  A. Morse,et al.  Basic problems in stability and design of switched systems , 1999 .

[5]  Stephen P. Boyd,et al.  On parameter convergence in adaptive control , 1983 .

[6]  S. Sastry,et al.  Adaptive Control: Stability, Convergence and Robustness , 1989 .

[7]  A. Morse,et al.  Stability of switched systems with average dwell-time , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[8]  Daniel Liberzon,et al.  Switching in Systems and Control , 2003, Systems & Control: Foundations & Applications.

[9]  Y. Funahashi,et al.  On a common quadratic Lyapunov function for widely distant systems , 1997, IEEE Trans. Autom. Control..

[10]  Konstantinos Tsakalis,et al.  Model reference adaptive control of linear time-varying plants: the case of ‘jump’ parameter variations , 1992 .

[11]  A. Morse Supervisory control of families of linear set-point controllers Part I. Exact matching , 1996, IEEE Trans. Autom. Control..

[12]  Mario di Bernardo,et al.  Minimal control synthesis adaptive control of continuous bimodal piecewise affine systems , 2010, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[13]  M. Branicky Multiple Lyapunov functions and other analysis tools for switched and hybrid systems , 1998, IEEE Trans. Autom. Control..

[14]  R. Decarlo,et al.  Asymptotic Stability of m-Switched Systems using Lyapunov-Like Functions , 1991, 1991 American Control Conference.

[15]  K. Narendra,et al.  A common Lyapunov function for stable LTI systems with commuting A-matrices , 1994, IEEE Trans. Autom. Control..

[16]  Gang Tao,et al.  A Direct Adaptive Control Approach in the Presence of Model Mismatch , 2009 .