Title :
Dynamic shared control for human-wheelchair cooperation
Author :
Li, Qinan ; Chen, Weidong ; Wang, Jingchuan
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Shared control is a common used method for human and wheelchair cooperation. However, most of the previous shared control methods didn´t think much of the effect caused by the difference in the user´s control ability. The control weight of a user in these methods is irrelevant to the user´s capability or the driving conditions. In this paper, a dynamic shared control method is proposed to adapt wheelchair´s assistance to the variations of user performance and the environmental changes. Three evaluation indices including safety, comfort and obedience are designed to evaluate wheelchair performance in real time. A minimax multi-objective optimization algorithm is adopted to calculate the user´s control weight. The results of lab experiments and elderly home field tests show that this method can adapt the degree of wheelchair´s autonomy to the user´s control ability and it makes driving wheelchair much easier for elder people.
Keywords :
handicapped aids; human-robot interaction; minimax techniques; mobile robots; performance evaluation; safety; wheelchairs; comfort evaluation; dynamic shared control method; elderly home field tests; human-wheelchair cooperation; minimax multiobjective optimization algorithm; obedience evaluation; safety evaluation; user control ability; wheelchair assistance; wheelchair performance evaluation; Indexes; Manuals; Safety; Senior citizens; Trajectory; Velocity control; Wheelchairs;
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-386-5
DOI :
10.1109/ICRA.2011.5980055