LOCOMOTION
Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs
Quan Nguyen, Koushil Sreenath
- Year
- 2015
- Citations
- 69
- Access
- Open access
Abstract
This paper builds off of recent work on rapidly exponentially stabilizing control Lyapunov functions (RES-CLF) and control Lyapunov function based quadratic programs (CLF-QP) for underactuated hybrid systems. The primary contribution of this paper is developing a robust control technique for underactuated hybrid systems with application to bipedal walking, that is able to track desired trajectories with significant model perturbation (mass and inertia increased by up to 200%.) We evaluate our proposed control design on a model of RABBIT, a five-link planar bipedal robot.
Keywords
Lyapunov functionLyapunov redesignControl theory (sociology)Robust controlRobotLyapunov equationControl (management)Quadratic equationControl-Lyapunov functionComputer science
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
SWARM
📊 14,853 cites
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002