Disturbance Detection, Identification, and Recovery by Gait Transition in Legged Robots

被引:14
|
作者
Johnson, Aaron M. [1 ]
Haynes, G. Clark [1 ]
Koditschek, D. E. [1 ]
机构
[1] Univ Penn, Philadelphia, PA 19104 USA
关键词
MACHINES; STATE;
D O I
10.1109/IROS.2010.5651061
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a framework for detecting, identifying, and recovering within stride from faults and other leg contact disturbances encountered by a walking hexapedal robot. Detection is achieved by means of a software contact-event sensor with no additional sensing hardware beyond the commercial actuators' standard shaft encoders. A simple finite state machine identifies disturbances as due either to an expected ground contact, a missing ground contact indicating leg fault, or an unexpected "wall" contact. Recovery proceeds as necessary by means of a recently developed topological gait transition coordinator. We demonstrate the efficacy of this system by presenting preliminary data arising from two reactive behaviors - wall avoidance and leg-break recovery. We believe that extensions of this framework will enable reactive behaviors allowing the robot to function with guarded autonomy under widely varying terrain and self-health conditions.
引用
收藏
页码:5347 / 5353
页数:7
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