Title :
Environmental identification based on changes in sensory information
Author :
Gouko, Manabu ; Ito, Koji
Author_Institution :
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
We present an environment modeling method based on state representation, which represents a change in sensory information. Environmental identification is important for a mobile robot that works in multiple environments (e.g., different rooms). Our model enables the mobile robot to identify which environment it is in. The results of experiments on a real mobile robot with only low-sensitivity infrared sensors show the effectiveness of our method, and a comparison between our method and a conventional one shows that ours has higher performance.
Keywords :
mobile robots; robot vision; environmental identification; infrared sensors; mobile robot; sensory information; state representation; Infrared sensors; Mobile robots;
Conference_Titel :
Advanced Robotics, 2009. ICAR 2009. International Conference on
Conference_Location :
Munich
Print_ISBN :
978-1-4244-4855-5
Electronic_ISBN :
978-3-8396-0035-1