Title :
A self-tuning decoupling controller for a class of multivariable systems and global convergence analysis
Author_Institution :
Dept. of Autom. Control, Northeast Univ. of Technol., Shenyang, China
fDate :
8/1/1988 12:00:00 AM
Abstract :
A simple multivariable self-tuning controller is presented which decouples a class of multivariable systems and specifically handles multivariable systems with a different delay associated with each output. The global convergence of this adaptive control algorithm is established. It is shown that the system input-output vectors are always sample-mean-square bounded and the conditional mean-square-generalized tracking error achieves its global minimum, even for nonminimum phase systems, for an appropriate cost function
Keywords :
adaptive control; convergence; multivariable control systems; self-adjusting systems; adaptive control; conditional mean-square-generalized tracking error; global convergence analysis; multivariable systems; sample-mean-square bounded; self adjusting systems; self-tuning decoupling controller; Adaptive control; Control systems; Convergence; Cost function; Delay; MIMO; Optimal control; Polynomials; Programmable control; Stochastic systems;
Journal_Title :
Automatic Control, IEEE Transactions on