Improving transient behavior of model-reference adaptive control

This paper develops a new approach for the model-reference adaptive control scheme and analyzes its stability and transient behavior. The main idea of the new algorithm is the introduction of a lead-filter (an approximate inverse of the reference model) in the adaptation law. With respect to stability and transient tracking properties, the results achieved by the new algorithm are considerably superior when compared to the standard algorithm. The transient behavior is analyzed using the singular perturbation method.

[1]  Liu Hsu,et al.  Variable structure model reference adaptive control using only input and output measurements , 1989 .

[2]  Sanjeev M. Naik,et al.  Robust continuous-time adaptive control by parameter projection , 1992 .

[3]  Hassan K. Khalil,et al.  Singular perturbation methods in control : analysis and design , 1986 .

[4]  Kumpati S. Narendra,et al.  Improving transient response of adaptive control systems using multiple models and switching , 1994 .

[5]  Gang Tao,et al.  Dominant richness and improvement of performance of robust adaptive control , 1989, Autom..

[6]  Jing Sun A Modified Model Reference Adaptive Control Scheme for Improved Transient Performance , 1991, 1991 American Control Conference.

[7]  Liu Hsu,et al.  Bursting phenomena in continuous-time adaptive systems with a σ -modification , 1987 .

[8]  Kumpati S. Narendra,et al.  Parameter adaptive control-the end...or the beginning? , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[9]  Stelios C. A. Thomopoulos,et al.  Technical Notes and Correspondence Improved Performance Model Reference Adaptive Control with Parameter Mismatch Compensation , 1996 .

[10]  Aniruddha Datta,et al.  On modifying model reference adaptive control schemes for performance improvement , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[11]  Miroslav Krstic,et al.  Transient-performance improvement with a new class of adaptive controllers , 1993 .

[12]  Petros A. Ioannou,et al.  Performance analysis and improvement in model reference adaptive control , 1994, IEEE Trans. Autom. Control..

[13]  Petros A. Ioannou,et al.  Parameter convergence of a new class of adaptive controllers , 1996, IEEE Trans. Autom. Control..

[14]  Kumpati S. Narendra,et al.  Improving transient response of adaptive control systems using multiple models and switching , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.