Multimodal swimming control of a robotic fish with pectoral fins using a CPG network

被引:0
|
作者
WANG Ming1
2 State Key Laboratory of Management and Control for Complex Systems
3 Department of Informatics
机构
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
bio-inspired control; central pattern generator(CPG); neural network; robotic fish; swimming control;
D O I
暂无
中图分类号
TP242 [机器人];
学科分类号
1111 ;
摘要
The neural-based approaches inspired by biological neural mechanisms of locomotion are becoming increasingly popular in robot control.This paper investigates a systematic method to formulate a Central Pattern Generator(CPG) based control model for mul-timodal swimming of a multi-articulated robotic fish with flexible pectoral fins.A CPG network is created to yield diverse swim-ming in three dimensions by coupling a set of nonlinear neural oscillators using nearest-neighbor interactions.In particular,a sensitivity analysis of characteristic parameters and a stability proof of the CPG network are given.Through the coordinated con-trol of the joint CPG,caudal fin CPG,and pectoral fin CPG,a diversity of swimming modes are defined and successfully imple-mented.The latest results obtained demonstrate the effectiveness of the proposed method.It is also confirmed that the CPG-based swimming control exhibits better dynamic invariability in preserving rhythm than the conventional body wave method.
引用
收藏
页码:1209 / 1216
页数:8
相关论文
共 50 条
  • [31] Numerical study of a self-propelled biomimetic robotic fish driven by pectoral fins in labriform mode
    Feng, Yikun
    Su, Yumin
    PHYSICS OF FLUIDS, 2024, 36 (09)
  • [32] CPG Network Optimization for a Biomimetic Robotic Fish via PSO
    Yu, Junzhi
    Wu, Zhengxing
    Wang, Ming
    Tan, Min
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 27 (09) : 1962 - 1968
  • [33] Locomotion and depth control of robotic fish with modular undulating fins
    Kin Huat Low
    International Journal of Automation and Computing, 2006, 3 (4) : 348 - 357
  • [34] Rapid Maneuvering Control of Pectoral Fin-Actuated Robotic Fish
    Castano, Maria L.
    Tan, Xiaobo
    2021 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2021, : 705 - 712
  • [35] Design and CPG-based control of biomimetic robotic fish
    Zhao, W.
    Hu, Y.
    Zhang, L.
    Wang, L.
    IET CONTROL THEORY AND APPLICATIONS, 2009, 3 (03): : 281 - 293
  • [36] Design and Control of a Fish-Inspired Multimodal Swimming Robot
    Yu, Junzhi
    Wang, Ming
    Wang, Weibing
    Tan, Min
    Zhang, Jianwei
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011,
  • [37] Mudskipper-inspired amphibious robotic fish enhances locomotion performance by pectoral-caudal fins coordination
    Lin, Zhonglu
    Zheng, Wei
    Zhang, Jinhu
    Ou, Wenzhan
    Yang, Chen
    Huang, Hongbin
    Xu, Wenjun
    Yang, Zhuoyuan
    Zhou, Wei
    Zhang, Yu
    CELL REPORTS PHYSICAL SCIENCE, 2023, 4 (10):
  • [38] No role for direct touch using the pectoral fins, as an information gathering strategy in a blind fish
    Shane Windsor
    James Paris
    Theresa Burt de Perera
    Journal of Comparative Physiology A, 2011, 197 : 321 - 327
  • [39] No role for direct touch using the pectoral fins, as an information gathering strategy in a blind fish
    Windsor, Shane
    Paris, James
    de Perera, Theresa Burt
    JOURNAL OF COMPARATIVE PHYSIOLOGY A-NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY, 2011, 197 (04): : 321 - 327
  • [40] Maneuvering and buoyancy control of robotic fish integrating with modular undulating fins
    Low, K. H.
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-3, 2006, : 1012 - 1017