Title :
Exciting Engineered Passive Dynamics in a Bipedal Robot
Author :
Renjewski, Daniel ; Sprowitz, Alexander ; Peekema, Andrew ; Jones, Mikhail ; Hurst, Jonathan
Author_Institution :
Robot. & Embedded Syst. Group, Tech. Univ. Munchen, Garching, Germany
Abstract :
A common approach in designing legged robots is to build fully actuated machines and control the machine dynamics entirely in software, carefully avoiding impacts and expending a lot of energy. However, these machines are outperformed by their human and animal counterparts. Animals achieve their impressive agility, efficiency, and robustness through a close integration of passive dynamics, implemented through mechanical components, and neural control. Robots can benefit from this same integrated approach, but a strong theoretical framework is required to design the passive dynamics of a machine and exploit them for control. For this framework, we use a bipedal spring-mass model, which has been shown to approximate the dynamics of human locomotion. This paper reports the first implementation of spring-mass walking on a bipedal robot. We present the use of template dynamics as a control objective exploiting the engineered passive spring-mass dynamics of the ATRIAS robot. The results highlight the benefits of combining passive dynamics with dynamics-based control and open up a library of spring-mass model-based control strategies for dynamic gait control of robots.
Keywords :
design engineering; legged locomotion; neurocontrollers; robot dynamics; ATRIAS robot; bipedal robot; bipedal spring-mass model; dynamic gait control; dynamics-based control; exciting engineered passive dynamics; human locomotion dynamics; legged robot design; machine dynamics control; mechanical components; neural control; template dynamics; Dynamics; Force; Hip; Legged locomotion; Mathematical model; Springs; Biologically inspired robots; force control; legged robots; motion control; passive dynamics;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2015.2473456