DocumentCode :
138428
Title :
Ensuring safety in human-robot coexistence environment
Author :
Chi-Shen Tsai ; Jwu-Sheng Hu ; Tomizuka, Masayoshi
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, Berkeley, CA, USA
fYear :
2014
fDate :
14-18 Sept. 2014
Firstpage :
4191
Lastpage :
4196
Abstract :
This paper proposes a safety index and an associated formulation in the optimization-based path planning framework to assess and ensure the safety of human workers in a human-robot coexistence environment. The safety index is evaluated using the ellipsoid coordinates (EC) attached to the robot links that represents the distance between the robot arm and the worker. To account for the inertial effect, the momentum of the robot links are projected onto the coordinates to generate additional measures of safety. The safety index is used as a constraint in the optimization problem so that a collision-free trajectory within a finite time horizon is generated online iteratively for the robot to move towards the desired position. To reduce the computational load for real-time implementation, the formulated optimization problem is further approximated by a quadratic problem. The safety index and the proposed formulations are simulated and validated in a two-link planar robot and the ITRI 7-DoF robot with a human worker moving inside the workspace of the robots.
Keywords :
human-robot interaction; manipulators; optimisation; path planning; safety; ITRI 7-DoF robot; collision-free trajectory; ellipsoid coordinates; finite time horizon; human worker; human-robot coexistence environment; inertial effect; optimization-based path planning framework; quadratic problem; robot arm; robot links; safety index; two-link planar robot; Ellipsoids; Indexes; Optimization; Robot kinematics; Safety; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
Type :
conf
DOI :
10.1109/IROS.2014.6943153
Filename :
6943153
Link To Document :
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