What is adaptive control? Why adaptive control? Real-time parameter estimation. Model-reference adaptive systems. Self-tuning regulators. Stability, convergence, and robustness. Stochastic adaptive control. Auto-tuning. Gain scheduling. Alternatives to adaptive control. Practical aspects and implementation. Applications. Perspectives on adaptive control. Regulator design. Positive real transfer functions.
[Wei05] S. Weisberg, Applied Linear Regression, 3rd ed. ... Available: http://en.wikipedia.org/w/index.php?title=Linear regression&oldid=237064808 [Wik08h] ——, “Moore-Penrose pseudoinverse — wikipedia, the free encyclopedia,” 2008.
" Presented in a tutorial style, this text reduces the confusion and difficulty in grasping the design, analysis, and robustness of a wide class of adaptive controls for continuous-time plants.
Presented in a tutorial style, this comprehensive treatment unifies, simplifies, and explains most of the techniques for designing and analyzing adaptive control systems. Numerous examples clarify procedures and methods. 1995 edition.
This volume surveys the major results and techniques of analysis in the field of adaptive control.
( 163 ) Jiang , Z. P. “ A combined backstepping and small - gain approach to adaptive output feedback control , ” Automatica , vol . 35 , no . 6 , pp . 1131-1139 , 1999 . ( 164 ) Jiang , Z. P. “ Decentralized and adaptive nonlinear ...
Identification and System Parameter Estimation, Washington, D.C., pp. 1187–1192 (1982). Hughes, F. M., and Allidina, A. Y., Self-tuning controller design incorporating frequency response criteria, Proc. IFAC Symp.
... we consider the following reference model: Aref – Aref Aref –– Bref Xcmd. }ref – C Aref (10.14) It is easy to verify that the transfer function Gry(s) from y, toy, and then subtract (10.14) from (10.13) to obtain the tracking.
Safe Adaptive Control gives a formal and complete algorithm for assuring the stability of a switched control system when at least one of the available candidate controllers is stabilizing.
Discussion on various classes of model reference adaptive controllers in a common framework from the viewpoint of microcomputer implementation is also included. This book will be of value to control system theorists and practitioners.
This book provides readers with a good working knowledge of adaptive control theory through applications.