• DocumentCode
    14117
  • Title

    Torque Saturation in Bipedal Robotic Walking Through Control Lyapunov Function-Based Quadratic Programs

  • Author

    Galloway, Kevin ; Sreenath, Koushil ; Ames, Aaron D. ; Grizzle, Jessy W.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., United States Naval Acad., Annapolis, MD, USA
  • Volume
    3
  • fYear
    2015
  • fDate
    2015
  • Firstpage
    323
  • Lastpage
    332
  • Abstract
    This paper presents a novel method to address the actuator saturation for nonlinear hybrid systems by directly incorporating user-defined input bounds in a controller design. In particular, we consider the application of bipedal walking and show that our method [based on a quadratic programming (QP) implementation of a control Lyapunov function (CLF)-based controller] enables a gradual performance degradation while still continuing to walk under increasingly stringent input bounds. We draw on our previous work, which has demonstrated the effectiveness of the CLF-based controllers for stabilizing periodic gaits for biped walkers. This paper presents a framework, which results in more effective handling of control saturations and provides a means for incorporating a whole family of user-defined constraints into the online computation of a CLF-based controller. This paper concludes with an experimental validation of the main results on the bipedal robot MABEL, demonstrating the usefulness of the QP-based CLF approach for real-time robotic control.
  • Keywords
    Lyapunov methods; control system synthesis; legged locomotion; nonlinear control systems; quadratic programming; CLF-based controller; QP implementation; actuator saturation; biped walker; bipedal robot MABEL; bipedal robotic walking; control Lyapunov function; control saturation; controller design; nonlinear hybrid system; online computation; performance degradation; periodic gait; quadratic programming implementation; quadratic programs; real-time robotic control; torque saturation; user-defined constraint; user-defined input bound; Actuators; Degradation; Hybrid systems; Legged locomotion; Lyapunov methods; Nonlinear systems; Quadratic programming; Real-time systems; Torque control; Lyapunov methods; Quadratic programming; legged locomotion;
  • fLanguage
    English
  • Journal_Title
    Access, IEEE
  • Publisher
    ieee
  • ISSN
    2169-3536
  • Type

    jour

  • DOI
    10.1109/ACCESS.2015.2419630
  • Filename
    7079382