Title :
Learning of body sense and body image for mobile robot with visual sensors
Author :
Sekiguchi, Naohiro ; Tanaka, Takayuki ; Kaneko, Shun Ichi
Author_Institution :
Graduate Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo
Abstract :
We propose self-maintenance robot system as a method which realizes work for a long time without maintenance by the human workers. This system absorbs the change which occurs in robot´s hardware by learning, and maintains working ability. We use a neural network which has a task common layer and a task independence layer to learning. In this report, we verify of this learning system by the computer simulation and the experiment in the real field
Keywords :
intelligent robots; learning systems; mobile robots; neural nets; self-adjusting systems; body image; body sense; learning system; mobile robot; neural network; self-maintenance robot system; visual sensors; Aging; Computer simulation; Educational institutions; Hardware; Humans; Image sensors; Information science; Intelligent robots; Mobile robots; Robot sensing systems;
Conference_Titel :
Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-9047-4
DOI :
10.1109/AIM.2005.1511185