Title :
The target recognition of mobile robot based on the fuzzy control of multi-sources information
Author :
Liu, Bingqing ; Jiao, Xinjing ; Duan, Ping ; Ding, Chengjun
Author_Institution :
Sch. of Mech. Eng., Hebei Univ. of Technol., Tianjin, China
Abstract :
The mobile robot behavior control raises very high requirement to environmental perception. The information of a single sensor is very limited and local. Therefore, a mobile robot for finishing a task, to use multi-sensors to perceive environment structure is a reasonable method. In my paper, using the HEBUT - mobile robot as the experimental platform, establish the data processing system of multi-sensors based on the fuzzy control for recognition environmental target. Design of fuzzy controller, input variables respectively are visual sensor, smell sensor and ultrasonic sensors, output variables respectively are motion speed and motion angle of mobile robot. This paper respectively determines the membership functions of variables and the fuzzy control rulers. Using VC + + realizes the motion control of mobile robot in the process of target recognition The algorithm is simple. Then, this method is correct and effective by the experience of robot target recognition and avoidance obstacle in the special environment.
Keywords :
collision avoidance; control system synthesis; fuzzy control; mobile robots; object recognition; sensor fusion; fuzzy control; fuzzy controller design; mobile robot; multisensor; multisource information; obstacle avoidance; smell sensor; target recognition; ultrasonic sensors; visual sensor; Automation; Finishing; Fuzzy control; Mobile robots; Radio frequency; Robot sensing systems; Target recognition; fuzzy control; mobile robot; multi-source information;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554146