Title :
Humanoid locomotion on uneven terrain using the time-varying divergent component of motion
Author :
Hopkins, Michael A. ; Hong, Dennis W. ; Leonessa, Alexander
Author_Institution :
Terrestrial Robot., Eng. & Controls Lab., Virginia Tech, Blacksburg, VA, USA
Abstract :
This paper presents a framework for dynamic humanoid locomotion on uneven terrain using a novel time-varying extension to the Divergent Component of Motion (DCM). By varying the natural frequency of the DCM, we are able to achieve generic CoM height trajectories during stepping. The proposed planning algorithm computes admissible DCM reference trajectories given desired ZMP plans for single and double support. This is accomplished using reverse-time integration of the discretized DCM dynamics over a finite time horizon. To account for discontinuities during replanning, linear Model Predictive Control (MPC) is implemented over a short preview window. DCM tracking control is achieved using a time-varying proportional-integral controller based on the Virtual Repellent Point (VRP). The effectiveness of the combined approach is verified in simulation using a 30-DoF model of THOR, a compliant torque-controlled humanoid.
Keywords :
humanoid robots; legged locomotion; linear systems; motion control; path planning; predictive control; robot dynamics; three-term control; time-varying systems; torque control; trajectory control; DCM tracking control; MPC; THOR; VRP; ZMP plan; admissible DCM reference trajectory; compliant torque-controlled humanoid; discretized DCM dynamics; dynamic humanoid locomotion; finite time horizon; generic CoM height trajectory; linear model predictive control; natural frequency; planning algorithm; reverse-time integration; time-varying divergent component of motion; time-varying extension; time-varying proportional-integral controller; uneven terrain; virtual repellent point; Dynamics; Heuristic algorithms; Legged locomotion; Planning; Predictive control; Time-frequency analysis; Trajectory;
Conference_Titel :
Humanoid Robots (Humanoids), 2014 14th IEEE-RAS International Conference on
Conference_Location :
Madrid
DOI :
10.1109/HUMANOIDS.2014.7041371