Title :
Stochastic convergence analysis of generalized predictive self-tuning control
Author :
Yuan, Z.Z. ; Chen, Z.Q.
Author_Institution :
Dept. of Comput. & Syst. Sci., Nankai Univ. of Tianjin, China
Abstract :
G.C. Goodwin et al. (IEEE Trans. Autom. Control, vol.25, p.946-9, May 1980) derived the global convergence for a class of discrete time stochastic adaptive control algorithm. In this study, the approach is extended to synthetic generalized predictive control. Some conclusions are developed
Keywords :
adaptive control; convergence; discrete time systems; predictive control; self-adjusting systems; stochastic systems; adaptive control; discrete time control; generalized predictive self-tuning control; stochastic control; stochastic convergence analysis; Adaptive algorithm; Algorithm design and analysis; Convergence; Delay; Gold; Open loop systems; Polynomials; Stability; Stochastic processes; Stochastic resonance;
Conference_Titel :
Decision and Control, 1989., Proceedings of the 28th IEEE Conference on
Conference_Location :
Tampa, FL
DOI :
10.1109/CDC.1989.70543
