标题:Stochastic Control for Discrete-time Systems with Input Delay
作者:Zhang, Huanshui; Li, Lin; Xu, Juanjuan
通讯作者:Zhang, H
作者机构:[Zhang, Huanshui; Li, Lin; Xu, Juanjuan] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China.
会议名称:American Control Conference
会议日期:DEC 04-06, 2014
来源:2014 AMERICAN CONTROL CONFERENCE (ACC)
出版年:2014
页码:5540-5545
DOI:10.1109/ACC.2014.6858773
摘要:In this paper, both the finite-horizon and infinitehorizon stochastic control problems for multiplicative-noise discrete-time systems with input delay are investigated. The novelty contributions of the paper are twofold. First, a sufficient and necessary unique existing condition for the optimal control is obtained. The optimal controller is the feedback of the conditional expectation of the state. The feedback gain is computed with the solution to Riccati-type difference equation. Second, a stabilizing controller which minimizes the infinite-horizon performance index is derived by showing the convergence of the finite-horizon controller. It is worth emphasizing that under the exact observability, the system is stabilizable in the mean-square sense if and only if the algebraic Riccati-type equation have unique solution such that the specified matrix Sigma(d+1)(i=1) P-i is positive definite. The key techniques developed are the establishing of the nonhomogeneous relationship between the state and the costate and the introduction of the specified Lyapunov function, which originates from the results of the finite-horizon optimal control. Moreover, the optimal controller is actually the 'Smith Predictor' in time domain for discretetime stochastic multiplicative-noise delay systems which is new to the best of our knowledge.
收录类别:CPCI-S;EI;SCOPUS
WOS核心被引频次:7
Scopus被引频次:6
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84905682947&doi=10.1109%2fACC.2014.6858773&partnerID=40&md5=08be472bd6d256968299470fb50d6d4f
TOP