标题:Fuzzy adaptive control of nonlinear MIMO systems with unknown dead zone outputs
作者:Zhang, Weihai; Su, Hang
作者机构:[Zhang, Weihai; Su, Hang] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China.
通讯作者:Zhang, Weihai
通讯作者地址:[Zhang, WH]Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Peoples R China.
来源:JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
出版年:2018
卷:355
期:13
页码:5690-5720
DOI:10.1016/j.jfranklin.2018.05.066
摘要:This paper addresses a novel fuzzy adaptive control method for a class of uncertain nonlinear multi input multi-output (MIMO) systems with unknown dead-zone outputs and immeasurable states. The immeasurable states under consideration are estimated by designing a fuzzy state observer. Based on the properties of the Nussbaum-type function, the difficulty of fuzzy adaptive control caused by the unknown dead zone outputs of MIMO nonlinear uncertain systems is overcome. The presented design algorithm not only guarantees that all the signals in the closed-loop system are semi-globally uniformly ultimately bounded, but also ensures that the outputs of the MIMO system converge to a small neighborhood of the desired outputs. The main contributions of this research lie in that the developed MIMO systems are more general, and an efficient design method of output-feedback controller is investigated for the studied MIMO systems, which is more applicable in practical environment. Simulation results illustrate the effectiveness of the proposed scheme. (C) 2018 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
收录类别:EI;SCIE
资源类型:期刊论文
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