DocumentCode :
3296431
Title :
A study of the joint decision between spatial intelligence and agent intelligence based on multi-source information
Author :
Wenyu Li ; Qi Li ; Feng Duan ; Tan, Jeffrey Too Chuan ; Jing Yuan ; Jin Zhang
Author_Institution :
Coll. of Comput. & Control Eng., Nankai Univ., Tianjin, China
fYear :
2013
fDate :
12-14 Dec. 2013
Firstpage :
2424
Lastpage :
2429
Abstract :
This paper proposes a joint decision approach of intelligence fusion based on two kinds of intelligence, which is used in the domestic indoor environment for the planar mobile robot reaching the destination avoiding the obstacles. Spatial intelligence and agent intelligence provide control decisions for fusing based on the multi-source information. In this work, ceiling cameras observe the objects´ information on the ground for spatial intelligence to stitch and analyze the occupancy grid map. Infrared sensor modules detect the obstacles at the front of the robot as agent intelligence. Fusion intelligence system decides the final control strategy based on the spatial intelligence and agent intelligence in order to reach the destination point in the indoor environment. The experimental results show that the method is feasible and the fusion intelligence behaves better than the single intelligence, which verifies the possibility and excellence of utilizing the intelligence fusion for robot action in the domestic indoor environment.
Keywords :
collision avoidance; infrared detectors; mobile robots; multi-agent systems; sensor fusion; agent intelligence; domestic indoor environment; infrared sensor modules; intelligence fusion; joint decision; multisource information; obstacle avoidance; planar mobile robot; robot action; spatial intelligence; Artificial intelligence; Cameras; Mobile robots; Nonlinear distortion; Robot kinematics; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location :
Shenzhen
Type :
conf
DOI :
10.1109/ROBIO.2013.6739834
Filename :
6739834
Link To Document :
بازگشت