Title :
Extraction of environmental information of a mobile robot based on computational intelligence
Author :
Kubota, Naoyuki ; Ito, Yu
Author_Institution :
Dept. of Mechanical Eng., Tokyo Metropolitan Univ., Japan
Abstract :
This paper proposes a perceptual system based on computational intelligence. Basically, a robot should perceive its environment based on the physical body. This indicates the meaning of a sensory input can be interpreted according to the features of the physical body. First of all, a robot performs map building according to the physical size of the robot, and then, the robot extracts structure of color information form the environment, that can navigate the robot to a target point. Finally, the robot learns collision avoiding and target tracing behavior based on visual perception.
Keywords :
collision avoidance; evolutionary computation; mobile robots; navigation; robot vision; visual perception; collision avoiding; computational intelligence; environmental information extraction; map building; mobile robot; perceptual system; sensory input; target tracing behavior; visual perception; Buildings; Cognitive robotics; Computational and artificial intelligence; Computational intelligence; Data mining; Humans; Intelligent robots; Mobile robots; Robot sensing systems; Simultaneous localization and mapping;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1401116