Fixed-time trajectory tracking control for underactuated surface vessels

ObjectivesThis study proposes a fixed-time trajectory tracking control strategy to address the challenges of unmodeled dynamics and external disturbances in underactuated unmanned surface vessels (USVs).MethodsFirst, the tracking error system is divided into two channels for controller design throug...

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Main Authors: Weikai WANG, Hang SU, Enhua ZHANG
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2024-01-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03088
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author Weikai WANG
Hang SU
Enhua ZHANG
author_facet Weikai WANG
Hang SU
Enhua ZHANG
author_sort Weikai WANG
collection DOAJ
description ObjectivesThis study proposes a fixed-time trajectory tracking control strategy to address the challenges of unmodeled dynamics and external disturbances in underactuated unmanned surface vessels (USVs).MethodsFirst, the tracking error system is divided into two channels for controller design through model transformation. Next, in order to accommodate unknown system dynamics and external disturbances, a minimum-learning-parameter-based neural network is adopted to compensate for uncertainties. After that, a fixed-time sliding mode controller is proposed with the application of a hyperbolic tangent function to ensure the fast convergence of tracking errors.ResultsThe numerical simulation results show that fixed-time convergence for tracking errors can be guaranteed independent of the initial state.ConclusionsThe designed control scheme not only features the effective estimation of uncertainties within the system, but also demonstrates a robust disturbance rejection capability, providing valuable insights for the fixed-time control of USVs.
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spelling doaj.art-3d137d0f3ba44749b70404989b0908262024-01-24T09:49:54ZengEditorial Office of Chinese Journal of Ship ResearchZhongguo Jianchuan Yanjiu1673-31852024-01-0119Supp1101710.19693/j.issn.1673-3185.03088ZG3088Fixed-time trajectory tracking control for underactuated surface vesselsWeikai WANG0Hang SU1Enhua ZHANG2National Laboratory of Science and Technology on Underwater Vehicle, Harbin Engineering University, Harbin 150001, ChinaCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen 518060, ChinaNational Laboratory of Science and Technology on Underwater Vehicle, Harbin Engineering University, Harbin 150001, ChinaObjectivesThis study proposes a fixed-time trajectory tracking control strategy to address the challenges of unmodeled dynamics and external disturbances in underactuated unmanned surface vessels (USVs).MethodsFirst, the tracking error system is divided into two channels for controller design through model transformation. Next, in order to accommodate unknown system dynamics and external disturbances, a minimum-learning-parameter-based neural network is adopted to compensate for uncertainties. After that, a fixed-time sliding mode controller is proposed with the application of a hyperbolic tangent function to ensure the fast convergence of tracking errors.ResultsThe numerical simulation results show that fixed-time convergence for tracking errors can be guaranteed independent of the initial state.ConclusionsThe designed control scheme not only features the effective estimation of uncertainties within the system, but also demonstrates a robust disturbance rejection capability, providing valuable insights for the fixed-time control of USVs.http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03088underactuated surface unmanned vesselsfix-timed controlunknow disturbancesliding mode controlminimum-learning-parameter (mlp)
spellingShingle Weikai WANG
Hang SU
Enhua ZHANG
Fixed-time trajectory tracking control for underactuated surface vessels
Zhongguo Jianchuan Yanjiu
underactuated surface unmanned vessels
fix-timed control
unknow disturbance
sliding mode control
minimum-learning-parameter (mlp)
title Fixed-time trajectory tracking control for underactuated surface vessels
title_full Fixed-time trajectory tracking control for underactuated surface vessels
title_fullStr Fixed-time trajectory tracking control for underactuated surface vessels
title_full_unstemmed Fixed-time trajectory tracking control for underactuated surface vessels
title_short Fixed-time trajectory tracking control for underactuated surface vessels
title_sort fixed time trajectory tracking control for underactuated surface vessels
topic underactuated surface unmanned vessels
fix-timed control
unknow disturbance
sliding mode control
minimum-learning-parameter (mlp)
url http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03088
work_keys_str_mv AT weikaiwang fixedtimetrajectorytrackingcontrolforunderactuatedsurfacevessels
AT hangsu fixedtimetrajectorytrackingcontrolforunderactuatedsurfacevessels
AT enhuazhang fixedtimetrajectorytrackingcontrolforunderactuatedsurfacevessels