DocumentCode :
2863813
Title :
Vision based tracking control of an autonomous mobile robot in an indoor environment
Author :
Saidon, Mohd Saifizi ; Desa, Hazry ; Nagarajan, R. ; Paulraj, M.P.
Author_Institution :
Sch. of Mechatron., Univ. Malaysia Perlis, Kangar, Malaysia
fYear :
2011
fDate :
27-28 June 2011
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, we present a scheme for target acquisition scheme for mobile robot that will use vision sensor. The scheme in order to accurately measures the location of a target in real world coordinates and finds the distance to the target from the mobile robot. Fuzzy logic control laws for differential steering control of the autonomous nonholonomic mobile robot are developed. Certain requirements for the fuzzy logic control laws are presented to chose suitable rule base for the fuzzy logic controller in order to make the system asymptotically stable. The stability of the proposed fuzzy logic controller is theoretically proved and also demonstrated by simulation studies. Finally, the proposed fuzzy logic controller is implemented on the nonholonomic mobile robot and the results show that the proposed fuzzy controller can achieve the desired turning angle and the mobile robot follows the target satisfactorily.
Keywords :
control engineering computing; fuzzy control; mobile robots; object detection; robot vision; autonomous nonholonomic mobile robot; differential steering control; fuzzy logic control laws; indoor environment; target acquisition scheme; vision based tracking control; vision sensor; Cameras; Fuzzy logic; Image edge detection; Mobile robots; Robot kinematics; Wheels; autonomous; differential steering control; fuzzy controller; mobile robot; navigation; vision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and System Graduate Research Colloquium (ICSGRC), 2011 IEEE
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4577-0337-9
Type :
conf
DOI :
10.1109/ICSGRC.2011.5991819
Filename :
5991819
Link To Document :
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