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Kalman–Bucy filter-based tracking controller design and experimental validations for a quadcopter with parametric uncertainties and disturbances
Zhu, Xuan Zhi1; Cabecinhas, David1; Xie, Wei2; Casau, Pedro3; Silvestre, Carlos4; Batista, Pedro1,3; Oliveira, Paulo1,5
2023-01-02
Source PublicationInternational Journal of Systems Science
ISSN0020-7721
Volume54Issue:1Pages:17-41
Abstract

This paper addresses the problem of trajectory tracking for a quadcopter subject to parametric uncertainties and disturbances. Using the backstepping technique and ignoring parametric uncertainties and disturbances, a nominal controller is proposed for the quadcopter. In order to ensure that the controller is adaptive to parametric uncertainties (i.e. unknown but constant mass and tensor of inertia) and external disturbances, an exponentially stable estimator is designed based on the Kalman–Bucy filter. The closed-loop system resulting from the interconnection of the plant, the controller, and the estimator is such that the backstepping error is uniformly ultimately bounded. Furthermore, simulation and experimental results are presented, validating the stability and robustness properties of the proposed control strategy.

KeywordAdaptive Control Backstepping Estimator Kalman–bucy Filter Quadcopter
DOI10.1080/00207721.2022.2096939
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Operations Research & Management Science
WOS SubjectAutomation & Control Systems ; Computer Science, Theory & Methods ; Operations Research & Management Science
WOS IDWOS:000828064500001
PublisherTaylor and Francis Ltd.
Scopus ID2-s2.0-85134481385
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorXie, Wei
Affiliation1.Institute for Systems and Robotics, Laboratory for Robotics and Engineering Systems, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
2.Department of Automation, Shanghai Jiao Tong University, Shanghai, China
3.Department of Electrical and Computer Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
4.Department of Electrical and Computer Engineering, University of Macau, Macao
5.Associated Laboratory for Energy, Transports and Aeronautics, Institute of Mechanical Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
Recommended Citation
GB/T 7714
Zhu, Xuan Zhi,Cabecinhas, David,Xie, Wei,et al. Kalman–Bucy filter-based tracking controller design and experimental validations for a quadcopter with parametric uncertainties and disturbances[J]. International Journal of Systems Science, 2023, 54(1), 17-41.
APA Zhu, Xuan Zhi., Cabecinhas, David., Xie, Wei., Casau, Pedro., Silvestre, Carlos., Batista, Pedro., & Oliveira, Paulo (2023). Kalman–Bucy filter-based tracking controller design and experimental validations for a quadcopter with parametric uncertainties and disturbances. International Journal of Systems Science, 54(1), 17-41.
MLA Zhu, Xuan Zhi,et al."Kalman–Bucy filter-based tracking controller design and experimental validations for a quadcopter with parametric uncertainties and disturbances".International Journal of Systems Science 54.1(2023):17-41.
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