Title :
Averaging analysis for discrete time and sampled data adaptive systems
Author :
Li-Chen Fu ; Er-Wei Bai ; Sastry, S.S.
Author_Institution :
University of Berkeley, Berkeley, CA
Abstract :
We extend our earlier continuous time averaging theorems to the nonlinear discrete time case. We use theorems for the study of the convergence analysis of discrete time adaptive identification and control systems. We also derive instability theorems and use them for the study of robust stability and instability of adaptive control schemes applied to sampled data systems. As a by product we also study the effects of sampling on unmodeled dynamics in continuous time systems.
Keywords :
Adaptive control; Adaptive systems; Computer science; Control systems; Convergence; Laboratories; Programmable control; Robust control; Sampled data systems; Sampling methods;
Conference_Titel :
Decision and Control, 1986 25th IEEE Conference on
Conference_Location :
Athens, Greece
DOI :
10.1109/CDC.1986.267103