Title :
Empirical framework for autonomous wheelchair systems in human-shared environments
Author :
Tomari, R. ; Kobayashi, Yoshiyuki ; Kuno, Yoshinori
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Saitama, Japan
Abstract :
Autonomous robotic wheelchairs are normally used in human-shared environments and hence they need to move in a safe and comfortable way. Here, we propose a framework that enables such motions in real indoor environments. Initially human regions are detected and tracked from head cues information. Next, the tracking attributes is interpreted for modeling human´s comfort zone (CZ) based on human interaction rules rooted from Proxemics concept. Finally, the wheelchair´s trajectory is generated by respecting the CZ and simultaneously avoiding in place obstacle. Experimental results demonstrate the feasibility of the proposed framework.
Keywords :
collision avoidance; handicapped aids; mobile robots; tracking; wheelchairs; Proxemics concept; autonomous robotic wheelchair; autonomous wheelchair system; head cues information; human comfort zone modeling; human interaction rule; human region detection; human region tracking; human-shared environment; indoor environment; obstacle avoidance; tracking attribute; wheelchair trajectory generation; Head; Humans; Mathematical model; Navigation; Sensors; Shape; Wheelchairs; Autonomous Wheelchair; Head tracking; Proxemic;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6283096