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Model predictive control-based depth control in gliding motion of a gliding robotic dolphin
Wang Jian(王健)1,2; Wu Zhengxing1,2; Tan Min1,2; Yu Junzhi1,3
发表期刊IEEE Transactions on Systems, Man, and Cybernetics: Systems
ISSN2168-2216
2021
卷号9期号:51页码:5466–5477
摘要

This article proposes a model predictive control (MPC)-based depth control system for the gliding motion of a gliding robotic dolphin. An injector-based buoyancy-driven mechanism is employed to achieve more precise control of net buoyancy. In the system, a novel framework of depth control is proposed on the basis of a simplified model, including a depth controller with improved MPC, a heading controller with velocity-based proportional-integral-derivative, and a sliding mode observer. Extensive simulation and experimental results demonstrate the effectiveness of the proposed control methods. In particular, a variety of slider-based experiments are also conducted to explore the performance of a movable slider in the depth control so as to better govern the gliding angle. The results obtained reveal that it is feasible to realize regular gliding angles via regulating the slider, which offers promising prospects for bio-inspired gliding robots playing a key role in ocean exploration.

关键词Gliding motion depth control model predictive control (MPC) underwater robotics
学科门类工学::控制科学与工程
DOI10.1109/TSMC.2019.2956531
收录类别SCI
语种英语
WOS记录号WOS:000685890800026
是否为代表性论文
七大方向——子方向分类智能控制
国重实验室规划方向分类水下仿生机器人
是否有论文关联数据集需要存交
引用统计
被引频次:23[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/44436
专题复杂系统认知与决策实验室_水下机器人
通讯作者Yu Junzhi
作者单位1.the State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
2.the School of Artificial Intelligence, University of Chinese Academy of Sciences
3.the State Key Laboratory for Turbulence and Complex Systems, Department of Advanced Manufacturing and Robotics, College of Engineering, Peking University, Beijing 100871, China
第一作者单位中国科学院自动化研究所
通讯作者单位中国科学院自动化研究所
推荐引用方式
GB/T 7714
Wang Jian,Wu Zhengxing,Tan Min,et al. Model predictive control-based depth control in gliding motion of a gliding robotic dolphin[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems,2021,9(51):5466–5477.
APA Wang Jian,Wu Zhengxing,Tan Min,&Yu Junzhi.(2021).Model predictive control-based depth control in gliding motion of a gliding robotic dolphin.IEEE Transactions on Systems, Man, and Cybernetics: Systems,9(51),5466–5477.
MLA Wang Jian,et al."Model predictive control-based depth control in gliding motion of a gliding robotic dolphin".IEEE Transactions on Systems, Man, and Cybernetics: Systems 9.51(2021):5466–5477.
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