Journal of Bionic Engineering ›› 2020, Vol. 17 ›› Issue (2): 290-302.doi: 10.1007/s42235-020-0023-6

• • 上一篇    下一篇

An Energy Efficient Motion Controller Based on SLCP for the Electrically Actuated Quadruped Robot

Tianfa Li, Lelai Zhou*, Yibin Li, Hui Chai, Kun Yang   

  1. School of Control Science and Engineering, Center for Robotics, Shandong University, Jinan 250061, China

  • 收稿日期:2019-05-13 修回日期:2019-11-27 接受日期:2019-12-05 出版日期:2020-03-10 发布日期:2020-03-27
  • 通讯作者: Lelai Zhou E-mail:zhoulelai@sdu.edu.cn
  • 作者简介:Tianfa Li, Lelai Zhou*, Yibin Li, Hui Chai, Kun Yang

An Energy Efficient Motion Controller Based on SLCP for the Electrically Actuated Quadruped Robot

Tianfa Li, Lelai Zhou*, Yibin Li, Hui Chai, Kun Yang   

  1. School of Control Science and Engineering, Center for Robotics, Shandong University, Jinan 250061, China

  • Received:2019-05-13 Revised:2019-11-27 Accepted:2019-12-05 Online:2020-03-10 Published:2020-03-27
  • Contact: Lelai Zhou E-mail:zhoulelai@sdu.edu.cn
  • About author:Tianfa Li, Lelai Zhou*, Yibin Li, Hui Chai, Kun Yang

摘要: Energy efficiency has been the focus of quadruped robot research. Decreasing the energy loss caused by the DC motor can contribute to the walking efficiency of electrically actuated quadruped robots. Most works have focused on the quadruped mechanisms or actuations such as the Series Elastic Actuation (SEA). This work proposes a better efficient controller to perform the stable 5 m?s?1 movements of quadruped robots. The dynamic model of the electrically actuated leg is established by Lagrangian formulation. The energy efficiency of the DC motors in the electrically actuated quadruped robot is formulated as an optimization problem. The Stochastic Linear Complementarity Problem (SLCP) and sinusoidal pulse force are proposed to reduce the energy consumption at the contact. The Bernstein polynomials are used for planning a quasi-elliptic foot motion trajectory. The stability and energy efficiency of the proposed controller are verified with computer simulation and an actual single leg robot prototype. Compared with other works, the proposed controller performs the optimal Cost of Transport (COT).


关键词: bionic quadruped robots, Stochastic Linear Complementarity Problem, sinusoidal pulse force, quasi-elliptic trajectory

Abstract: Energy efficiency has been the focus of quadruped robot research. Decreasing the energy loss caused by the DC motor can contribute to the walking efficiency of electrically actuated quadruped robots. Most works have focused on the quadruped mechanisms or actuations such as the Series Elastic Actuation (SEA). This work proposes a better efficient controller to perform the stable 5 m?s?1 movements of quadruped robots. The dynamic model of the electrically actuated leg is established by Lagrangian formulation. The energy efficiency of the DC motors in the electrically actuated quadruped robot is formulated as an optimization problem. The Stochastic Linear Complementarity Problem (SLCP) and sinusoidal pulse force are proposed to reduce the energy consumption at the contact. The Bernstein polynomials are used for planning a quasi-elliptic foot motion trajectory. The stability and energy efficiency of the proposed controller are verified with computer simulation and an actual single leg robot prototype. Compared with other works, the proposed controller performs the optimal Cost of Transport (COT).


Key words: bionic quadruped robots, Stochastic Linear Complementarity Problem, sinusoidal pulse force, quasi-elliptic trajectory