Title :
Vision-based assistance for wheelchair navigation along corridors
Author :
Pasteau, Francois ; Krupa, Alexandre ; Babel, Marie
Author_Institution :
INSA Rennes, IRISA & Inria Rennes, Rennes, France
fDate :
May 31 2014-June 7 2014
Abstract :
In case of motor impairments, steering a wheelchair can become a hazardous task. Typically, along corridors, joystick jerks induced by uncontrolled motions are source of wall collisions. This paper describes a vision based assistance solution for safe indoor semi-autonomous navigation purposes. To this aim, the control process is based on a visual servoing process designed for wall avoidance purposes. As the patient manually drives the wheelchair, a virtual guide is defined to progressively activate an automatic trajectory correction. The proposed solution does not require any knowledge of the environment. Experiments have been conducted over corridors that present different configurations and illumination conditions. Results demonstrate the ability of the system to smoothly and adaptively assist people during their motions.
Keywords :
collision avoidance; medical control systems; robot vision; trajectory control; visual servoing; wheelchairs; automatic trajectory correction; corridor; hazardous task; illumination condition; joystick jerks; motor impairments; safe indoor semiautonomous navigation; virtual guide; vision-based assistance; visual servoing process; wall avoidance; wall collision; wheelchair navigation; Cameras; Mobile robots; Robot kinematics; Visual servoing; Visualization; Wheelchairs;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6907505