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
Link To Document :
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