A Multi-module Controller for Walking Quadruped Robots

被引:0
作者
Boxing Wang
Ziwei Wan
Chunlin Zhou
Jun Wu
Yanfeng Qiu
Zhijun Gao
机构
[1] Zhejiang University,College of Control Science and Engineering
[2] Binhai Industrial Technology Research Institute of Zhejiang University,undefined
来源
Journal of Bionic Engineering | 2019年 / 16卷
关键词
Central Pattern Generator (CPG); open-loop stability; agile locomotion control; quadruped robots;
D O I
暂无
中图分类号
学科分类号
摘要
Motion control based on biologically inspired methods, such as Central Pattern Generator (CPG) models, offers a promising technique for robot control. However, for a quadruped robot which needs to maintain balance while performing flexible movements, this technique often requires a complicated nonlinear oscillator to build a controller, and it is difficult to achieve agility by merely modifying the predefined limit cycle in real time. In this study, we tried to solve this problem by constructing a multi-module controller based on CPG. The different parallel modules will ensure the dynamic stability and agility of walking. In the proposed controller, a specific control task is accomplished by adding basic and superposed motions. The basic motions decide the basic foot end trajectories, which are generated by the predefined limit cycle of the CPG model. According to conventional kinematics-based design, the superposed motions are generated through different modules alter the basic foot end trajectories to maintain balance and increase agility. As a considerable stability margin can be achieved, different modules are designed separately. The proposed CPG-based controller is capable of stabilizing a walking quadruped robot and performing start and stop movements, turning, lateral movement and reversal in real time. Experiments and simulations demonstrate the effectiveness of the method.
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页码:253 / 263
页数:10
相关论文
共 85 条
  • [1] Ijspeert A J(2008)Central pattern generator for locomotion control in animals and robots: A review Neural Networks 21 642-653
  • [2] Marder E(2001)Central pattern generators and the control of rhythmic movements Current Biology 11 986-996
  • [3] Bucher D(2016)CPG network optimization for a biomimetic robotic fish via PSO IEEE Transactions on Neural Networks and Learning Systems 27 1962-1968
  • [4] Yu J Z(2007)Adaptive dynamic walking of a quadruped robot on natural ground based on biological concepts The International Journal of Robotics Research 26 475-490
  • [5] Wu Z X(2007)Biologically inspired adaptive walking of a quadruped robot Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences 365 153-170
  • [6] Wang M(2014)Central pattern generator based reflexive control of quadruped walking robots using a recurrent neural network Robotics and Autonomous Systems 62 1497-1516
  • [7] Tan M(2018)Multi-layered CPG for adaptive walking of quadruped robots Journal of Bionic Engineering 15 341-355
  • [8] Kimura H(2018)A Bio-inspired control strategy for locomotion of a quadruped robot Applied Sciences 8 56-12
  • [9] Fukuoka Y(2016)An online gait generator for quadruped walking using motor primitives International Journal of Advanced Robotic Systems 13 1-950
  • [10] Cohen A H(2013)Towards dynamic trot gait locomotion: Design, control, and experiments with cheetah-cub, a compliant quadruped robot International Journal of Robotics Research 32 932-35