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Adaptive Tracking Control With Global Performance for Output-Constrained MIMO Nonlinear Systems
Linghuan Kong1,2,3; Wei He1,2,3; Zhijie Liu1,2,3; Xinbo Yu1,2,3; Carlos Silvestre4,5
2022-08-24
Source PublicationIEEE Transactions on Automatic Control
ISSN0018-9286
Volume68Issue:6Pages:3760-3767
Abstract

In this paper, a novel adaptive tracking control technique is developed for multiple-input-multiple-output (MIMO) nonlinear systems with model uncertainty and under output constraints occurring in a limited time interval (OCOLT). The OCOLT, which is a type of constraints occurring some time after (rather than from the beginning of) system operation and with limited duration, can be found in many practical systems and has not been effectively addressed in the literature up to now. By designing a new shift function and with the aid of barrier functions, the constrained system is transformed into an unconstrained one. A new disturbance observer then is designed to estimate unknown disturbances. The resultant control method is able to not only address the OCOLT, but also deal with the constraint-free output case and the infinite-time constrained one (i.e., constraints existing for all $t\geq 0$) without the need to revise the control structure. Finally, The effectiveness of the proposed technique is assessed in simulation.

KeywordBarrier Functions Disturbance Observers Manipulators Mimo Communication Mimo Nonlinear Systems Nonlinear Systems Output Constraints Symmetric Matrices Systems Operation Trajectory Uncertainty
DOI10.1109/TAC.2022.3201258
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000995899800052
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85137594390
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorWei He
Affiliation1.School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, China
2.Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing, China
3.Beijing Advanced Innovation Center for Materials Genome Engineering, University of Science and Technology Beijing, Beijing, China
4.Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China
5.Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
Recommended Citation
GB/T 7714
Linghuan Kong,Wei He,Zhijie Liu,et al. Adaptive Tracking Control With Global Performance for Output-Constrained MIMO Nonlinear Systems[J]. IEEE Transactions on Automatic Control, 2022, 68(6), 3760-3767.
APA Linghuan Kong., Wei He., Zhijie Liu., Xinbo Yu., & Carlos Silvestre (2022). Adaptive Tracking Control With Global Performance for Output-Constrained MIMO Nonlinear Systems. IEEE Transactions on Automatic Control, 68(6), 3760-3767.
MLA Linghuan Kong,et al."Adaptive Tracking Control With Global Performance for Output-Constrained MIMO Nonlinear Systems".IEEE Transactions on Automatic Control 68.6(2022):3760-3767.
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