Title :
Approaches and learning phases for a robotic adaptive deambulation task
Author :
Thieffry, R. ; Monacelli, E. ; Henaff, P. ; Delaplace, S.
Author_Institution :
LIRIS, Univ. Versailles Saint Quentin, Velizy, France
Abstract :
The number of elderly people increases each year and their needs on technical aids represent a great challenge for robotics. This article presents a study about a mobility aid system integrating robotics and learning adaptive control. The system depends on using an auto-adaptive interface that improves the interpretation of the patient driving actions. The experimentation results show the advantage of such an approach for a deambulation task. We present two methods for an adaptive deambulation mode.
Keywords :
adaptive control; geriatrics; handicapped aids; learning (artificial intelligence); mobile robots; user interfaces; auto-adaptive interface; elderly people; experiment; learning adaptive control; mobile robots; mobility aid system; robotic adaptive deambulation task; technical aids; Adaptive control; Humans; Intelligent robots; Intelligent sensors; Legged locomotion; Mobile robots; Neural networks; Robot sensing systems; Robotics and automation; Senior citizens;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1173277