DocumentCode
2018922
Title
Towards safe physical human-robot interaction: An online optimal control scheme
Author
Norouzzadeh, Sholeh ; Lorenz, Tamara ; Hirche, Sandra
Author_Institution
Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany
fYear
2012
fDate
9-13 Sept. 2012
Firstpage
503
Lastpage
508
Abstract
Operating in the proximity of humans has been a long-term challenge in robotics research. To achieve this objective, one of the main issues is to ensure safe and comfortable physical human-robot interaction (pHRI). In this paper, we tackle the safety problem at the control level. To ensure operation is within perceived safe zone, we use model predictive control, which finds the optimal control signal online, while imposing predefined safety constraints on the robotic system. The strength of this method lies in allowing the system to perform close to, or at the edge of the constraints´ boundaries. In contrast to other works we consider here perceived safety; the constraints for perceived safety are derived in a competitive pHRI experiment. The perceived safety and comfort of the proposed approach is then evaluated with a second, game-like pHRI experiment.
Keywords
ergonomics; human-robot interaction; manipulators; optimal control; predictive control; safety; control level; game-like pHRI experiment; human comfort; model predictive control; online optimal control signal; perceived safe zone; physical human-robot interaction safety; robotic manipulator; robotic system; safety constraint boundaries; Force; Force measurement; Humans; Optimal control; Optimization; Robots; Safety;
fLanguage
English
Publisher
ieee
Conference_Titel
RO-MAN, 2012 IEEE
Conference_Location
Paris
ISSN
1944-9445
Print_ISBN
978-1-4673-4604-7
Electronic_ISBN
1944-9445
Type
conf
DOI
10.1109/ROMAN.2012.6343801
Filename
6343801
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