Title :
A MATLAB framework for efficient gait creation
Author :
Remy, C. David ; Buffinton, Keith ; Siegwart, Roland
Author_Institution :
Autonomous Syst. Lab., ETH Zurich, Zurich, Switzerland
Abstract :
This work introduces a framework for the creation and analysis of efficient gaits for legged systems based on the exploitation of natural dynamics. It summarizes the theory behind hybrid dynamic modeling, the identification of optimal periodic motions with single shooting and direct collocation, and the analysis of first order stability. Three examples introduce various aspects of gait creation and analysis: a stability study of a passive dynamic walker determines the ideal position of the leg´s center of mass, the cost of transportation is minimized for a prismatic monopod hopper based on series elastic actuators, and a basic controller is created for the model of a bounding robot. The presented tools and examples are freely available at www.asl.ethz.ch/people/cremy/personal/GaitCreation.
Keywords :
legged locomotion; stability; MATLAB framework; bounding robot; first order stability; gait creation; hybrid dynamic modeling; legged systems; passive dynamic walker; prismatic monopod hopper; series elastic actuators; Actuators; Dynamics; Legged locomotion; Mathematical model; Optimization; Stability analysis; Vectors;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-61284-454-1
DOI :
10.1109/IROS.2011.6094452