DocumentCode :
2125273
Title :
Intelligent robot motion control system Part I: System overview and image recognition
Author :
Yuan-Wei Tseng ; Chang-Meng Li ; Lee, Albert ; Guo-Cin Wang
Author_Institution :
Dept. of Electr. Eng., I-Shou Univ., Kaohsiung, Taiwan
fYear :
2013
fDate :
25-26 Feb. 2013
Firstpage :
220
Lastpage :
223
Abstract :
The purpose of this paper is to design an intelligent wheel robot, which can recognize and follow a predefined forward sign while automatically bypassing any encountered obstacle. By distributing those forward signs, the path of the robot is determined. With this concept, an image based autopilot system with immunity against electromagnetic interference is constructed. Harr-like feature training algorithm in OpenCV has been applied so that the robot can quick detect the forward sign. The rotation of the robot for automatic target detecting is achieved by fuzzy control. The experimental results showed that the robot could successfully detect forward sign and response properly. Consequently, the proposed design approach is proven to be workable. Simply redistributing the recognizable signs by the robot, a new path for robot is constructed. Therefore, it has great flexibility for applications. The detail will be presented in part II.
Keywords :
Haar transforms; collision avoidance; control system synthesis; feature extraction; fuzzy control; image recognition; intelligent robots; mobile robots; motion control; object detection; robot vision; Harr-like feature training algorithm; OpenCV; automatic target detecting; design approach; electromagnetic interference immunity; forward sign detection; forward sign following; forward sign recognition; fuzzy control; image based autopilot system; image recognition; intelligent robot motion control system; intelligent wheel robot design; obstacle bypassing; recognizable sign redistribution; robot path; robot rotation; system overview; Computer vision; Feature extraction; Intelligent robots; Motion control; Robot sensing systems; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Next-Generation Electronics (ISNE), 2013 IEEE International Symposium on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4673-3036-7
Type :
conf
DOI :
10.1109/ISNE.2013.6512336
Filename :
6512336
Link To Document :
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