Model Predictive Trajectory Tracking Control of an Underactuated Bionic Underwater Vehicle
Wang, Kaihui1; Zou, Wei1; Ma, Ruichen2; Wang, Yu2; Su, Hu2
发表期刊IEEE-ASME TRANSACTIONS ON MECHATRONICS
ISSN1083-4435
2023-09-26
页码12
摘要

This article presents a study on trajectory tracking control for an underactuated bionic underwater vehicle that is propelled by undulating fins. The vehicle's propulsion mechanism is inspired by marine organisms, and its working principle is briefly introduced. Accurate trajectory tracking control is challenging due to the coupling of fin motions and the lack of control degree of freedom. The multi-input and multi-output characteristics of the tracking control task, coupled with the existence of system constraints, impose high requirements for the controller. To solve these problems, a novel dynamics model-based predictive control strategy is proposed and the control output at the dynamics level is obtained. To stabilize the underactuated dynamics, a practical sidesway compensator is designed and integrated into the control framework. The convergence of the approach is guaranteed. Real-time precise tracking control is realized. Extensive simulations and real-world experiments are carried out and compared with other control methods. Reliability and superiority of the proposed approach is demonstrated with up to an 80% reduction in trajectory tracking sidesway errors.

关键词Bionic underwater vehicle (BUV) model predictive control (MPC) trajectory tracking undulatory propulsion
DOI10.1109/TMECH.2023.3312562
关键词[WOS]STABILITY
收录类别SCI
语种英语
资助项目National Key Research and Development Program of China[2021ZD0114505] ; National Key Research and Development Program of China[2018YFB1306303] ; Beijing Natural Science Foundation[4222055] ; National Natural Science Foundation of China[61773374] ; National Natural Science Foundation of China[61702323] ; National Natural Science Foundation of China[62073316] ; National Natural Science Foundation of China[62122087] ; Major Basic Research Projects of Natural Science Foundation of Shandong Province[ZR2019ZD07] ; Scientific Research Program of Beijing Municipal Commission of Education -Natural Science Foundation of Beijing[KZ202210017024]
项目资助者National Key Research and Development Program of China ; Beijing Natural Science Foundation ; National Natural Science Foundation of China ; Major Basic Research Projects of Natural Science Foundation of Shandong Province ; Scientific Research Program of Beijing Municipal Commission of Education -Natural Science Foundation of Beijing
WOS研究方向Automation & Control Systems ; Engineering
WOS类目Automation & Control Systems ; Engineering, Manufacturing ; Engineering, Electrical & Electronic ; Engineering, Mechanical
WOS记录号WOS:001078392800001
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
七大方向——子方向分类智能机器人
国重实验室规划方向分类水下仿生机器人
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文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/53075
专题多模态人工智能系统全国重点实验室
通讯作者Wang, Yu; Su, Hu
作者单位1.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
2.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China
通讯作者单位中国科学院自动化研究所
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Wang, Kaihui,Zou, Wei,Ma, Ruichen,et al. Model Predictive Trajectory Tracking Control of an Underactuated Bionic Underwater Vehicle[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS,2023:12.
APA Wang, Kaihui,Zou, Wei,Ma, Ruichen,Wang, Yu,&Su, Hu.(2023).Model Predictive Trajectory Tracking Control of an Underactuated Bionic Underwater Vehicle.IEEE-ASME TRANSACTIONS ON MECHATRONICS,12.
MLA Wang, Kaihui,et al."Model Predictive Trajectory Tracking Control of an Underactuated Bionic Underwater Vehicle".IEEE-ASME TRANSACTIONS ON MECHATRONICS (2023):12.
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