CASIA OpenIR
Robust fuzzy tracking control for flexible air-breathing hypersonic vehicles with measurement noises
Liu, Yifan1,2,3; Sun, Jinlin1,2; Pu, Zhiqiang1,2; Yi, Jianqiang1,2; Pu, Shiliang3
Source PublicationTRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
ISSN0142-3312
2019-09-01
Volume41Issue:13Pages:3818-3835
Corresponding AuthorSun, Jinlin(jinlinsun@outlook.com)
AbstractMeasurement noise is an obstacle to the performance improvement of a flexible air-breathing hypersonic vehicle. This paper explores a robust fuzzy tracking control scheme for the longitudinal dynamics of the hypersonic vehicle, which is constructed by utilizing type-2 fuzzy adaptive technique and dynamic surface control (DSC) approach. The control scheme is comprised of two parts: the state estimators and tracking controllers of velocity and altitude. The state estimators are designed by using the type-2 fuzzy logic system-based approximators, which guarantees the estimation of real states from measurement signals with noises. Furthermore, on the basis of the designed state estimators, the velocity and altitude tracking controllers are constructed by using the adaptive fuzzy DSC approach. On one hand, DSC approach can filter the virtual control law and avoid the amplification of the measurement noise. On the other hand, since the antecedent of the type-2 fuzzy logic system is based on the type-2 fuzzy sets and the consequent parameters are adjusted by an integral calculation in the adaptive law, the type-2 fuzzy adaptive technique in the adaptive fuzzy DSC tracking controller has the ability to further reduce the impact of the measurement noises. A Lyapunov-based stability analysis shows the tracking ability of the proposed control scheme. Nominal and comparison simulation considering the measurement noises are carried out for demonstrating the effectiveness of the proposed method.
KeywordHypersonic vehicle measurement noise adaptive fuzzy control dynamic surface control type-2 fuzzy logic system
DOI10.1177/0142331219837590
WOS KeywordDYNAMIC SURFACE CONTROL ; MODEL-PREDICTIVE CONTROL ; CONTROL DESIGN ; SYSTEMS ; STABILITY
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[61421004] ; National Natural Science Foundation of China[61603383] ; National Natural Science Foundation of China[61603384] ; Beijing Advanced Innovation Center of Intelligent Robots and Systems[2016IRS23]
Funding OrganizationNational Natural Science Foundation of China ; Beijing Advanced Innovation Center of Intelligent Robots and Systems
WOS Research AreaAutomation & Control Systems ; Instruments & Instrumentation
WOS SubjectAutomation & Control Systems ; Instruments & Instrumentation
WOS IDWOS:000483664300021
PublisherSAGE PUBLICATIONS LTD
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/27236
Collection中国科学院自动化研究所
Corresponding AuthorSun, Jinlin
Affiliation1.Chinese Acad Sci, Inst Automat, 95 Zhongguancun East Rd, Beijing 100190, Peoples R China
2.Univ Chinese Acad Sci, Beijing, Peoples R China
3.Hangzhou Hikvis Digital Technol Co Ltd, Hangzhou, Zhejiang, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Liu, Yifan,Sun, Jinlin,Pu, Zhiqiang,et al. Robust fuzzy tracking control for flexible air-breathing hypersonic vehicles with measurement noises[J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,2019,41(13):3818-3835.
APA Liu, Yifan,Sun, Jinlin,Pu, Zhiqiang,Yi, Jianqiang,&Pu, Shiliang.(2019).Robust fuzzy tracking control for flexible air-breathing hypersonic vehicles with measurement noises.TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,41(13),3818-3835.
MLA Liu, Yifan,et al."Robust fuzzy tracking control for flexible air-breathing hypersonic vehicles with measurement noises".TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 41.13(2019):3818-3835.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu, Yifan]'s Articles
[Sun, Jinlin]'s Articles
[Pu, Zhiqiang]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu, Yifan]'s Articles
[Sun, Jinlin]'s Articles
[Pu, Zhiqiang]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu, Yifan]'s Articles
[Sun, Jinlin]'s Articles
[Pu, Zhiqiang]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.