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Data-Driven Fuzzy Controller Design for Hypersonic Vehicle
Bai, Jian-Ming1,2; Zhao, Guang-She2; Rong, Hai-Jun3
2019-01-22
Conference Name20th International Conference on High Performance Computing and Communications, 16th IEEE International Conference on Smart City and 4th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018
Source PublicationProceedings - 20th International Conference on High Performance Computing and Communications, 16th International Conference on Smart City and 4th International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018
Pages1698-1703
Conference Date2018-06-28
Conference PlaceExeter, United kingdom
PublisherInstitute of Electrical and Electronics Engineers Inc.
Contribution Rank1
Abstract

This paper presents a data driven fuzzy controller for a generic hypersonic vehicle. The fuzzy systems with any bounded nonconstant piecewise continuous membership functions are introduced to reconstruct the unknown system dynamics without relying on the exact mathematical models. The control law is designed based on the reconstructed fuzzy models. The stability analysis of the whole control system is presented from the Lyapunov function and shows that the tracking errors converge to zero. In order to save online computation time, the fuzzy membership function parameters are determined based on the idea of the OS-Fuzzy-ELM algorithm by randomly assigning the values to them. The simulation results demonstrate the superior performance of the proposed controller. © 2018 IEEE.

Department光学定向与测量技术研究室
DOI10.1109/HPCC/SmartCity/DSS.2018.00275
Indexed ByEI
ISBN9781538666142
Language英语
EI Accession Number20191006609268
Citation statistics
Document Type会议论文
Identifierhttp://ir.opt.ac.cn/handle/181661/31328
Collection光学定向与测量技术研究室
Affiliation1.State Key Laboratory for Strength and Vibration of Mechanical Structures, Shaanxi Key Laboratory of Environment and Control for Flight Vehicle, School of Aerospace, Xi'an Jiaotong University, Xi'an; 710049, China;
2.Optical Direction and Pointing Technique Research Department, Xi'An Institute of Optics and Precision Mechanics of CAS, Xi'an; 710119, China;
3.School of the Electronic and Information Engineering, Xi'An Jiaotong University, Xi'an; 710049, China
Recommended Citation
GB/T 7714
Bai, Jian-Ming,Zhao, Guang-She,Rong, Hai-Jun. Data-Driven Fuzzy Controller Design for Hypersonic Vehicle[C]:Institute of Electrical and Electronics Engineers Inc.,2019:1698-1703.
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