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Adaptive Asymptotic Tracking with Global Performance for Nonlinear Systems with Unknown Control Directions
Zhao, Kai1,2; Song, Yongduan1,2; Chen, C. L.Philip3; Chen, Long3
2021-04-21
Source PublicationIEEE TRANSACTIONS ON AUTOMATIC CONTROL
ISSN0018-9286
Volume67Issue:3Pages:1566-1573
Abstract

This article presents a global adaptive asymptotic tracking control method, capable of guaranteeing prescribed transient behavior for uncertain strict-feedback nonlinear systems with arbitrary relative degree and unknown control directions. Unlike most existing funnel controls that are built upon time-varying feedback gains, the proposed method is derived from a tracking error-dependent normalized function and a barrier function, together with a time-varying scaling transformation, leading to an improved prescribed performance control solution with the following features: 1) the developed control is embedded with normalized error based adaptive parameter tuning and is able to ensure asymptotic tracking; 2) given transient performance is guaranteed in that the tracking error preserves in the prescribed boundary for t≥ 0; and 3) it is able to cope with nonlinear systems with arbitrary relative degree, mismatched uncertainties, and unknown control directions. Both theoretical analysis and numerical simulations verify the effectiveness and benefits of the proposed method.

KeywordAdaptive Control Global Stability Prescribed Performance Uncertain Nonlinear Systems Unknown Control Direction
DOI10.1109/TAC.2021.3074899
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000761219400043
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85104619661
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorSong, Yongduan
Affiliation1.School of Automation, The State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, 400044, China
2.DB Research Institute for Intelligent Technology, Inc., Chongqing, 401220, China
3.Faculty of Science and Technology, University of Macau, 999078, Macao
Recommended Citation
GB/T 7714
Zhao, Kai,Song, Yongduan,Chen, C. L.Philip,et al. Adaptive Asymptotic Tracking with Global Performance for Nonlinear Systems with Unknown Control Directions[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 67(3), 1566-1573.
APA Zhao, Kai., Song, Yongduan., Chen, C. L.Philip., & Chen, Long (2021). Adaptive Asymptotic Tracking with Global Performance for Nonlinear Systems with Unknown Control Directions. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 67(3), 1566-1573.
MLA Zhao, Kai,et al."Adaptive Asymptotic Tracking with Global Performance for Nonlinear Systems with Unknown Control Directions".IEEE TRANSACTIONS ON AUTOMATIC CONTROL 67.3(2021):1566-1573.
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