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

被引:100
作者
Galloway, Kevin [1 ]
Sreenath, Koushil [2 ,3 ]
Ames, Aaron D. [4 ]
Grizzle, Jessy W. [5 ]
机构
[1] US Naval Acad, Dept Elect & Comp Engn, Annapolis, MD 21401 USA
[2] Carnegie Mellon Univ, Inst Robot, Dept Mech Engn, Pittsburgh, PA 15213 USA
[3] Carnegie Mellon Univ, Inst Robot, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA
[4] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
[5] Univ Michigan, Dept Elect Engn & Comp Sci, Control Syst Lab, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会; 美国国家航空航天局; 美国安德鲁·梅隆基金会;
关键词
Quadratic programming; legged locomotion; Lyapunov methods; HYBRID ZERO DYNAMICS; EFFICIENT;
D O I
10.1109/ACCESS.2015.2419630
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:323 / 332
页数:10
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