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
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;
Conference_Titel :
RO-MAN, 2012 IEEE
Conference_Location :
Paris
Print_ISBN :
978-1-4673-4604-7
Electronic_ISBN :
1944-9445
DOI :
10.1109/ROMAN.2012.6343801