DocumentCode :
1496350
Title :
Adaptive Active Visual Servoing of Nonholonomic Mobile Robots
Author :
Fang, Yongchun ; Liu, Xi ; Zhang, Xuebo
Author_Institution :
Inst. of Robot. & Autom. Inf. Syst., Nankai Univ., Tianjin, China
Volume :
59
Issue :
1
fYear :
2012
Firstpage :
486
Lastpage :
497
Abstract :
This paper presents a novel two-level scheme for adaptive active visual servoing of a mobile robot equipped with a pan camera. In the lower level, the pan platform carrying an onboard camera is controlled to keep the reference points lying around the center of the image plane. On the higher level, a switched controller is utilized to drive the mobile robot to reach the desired configuration through image feature feedback. The designed active visual servoing system presents such advantages as follows: 1) a satisfactory solution for the field-of-view problem; 2) global high servoing efficiency; and 3) free of any complex pose estimation algorithm usually required for visual servoing systems. The performance of the active visual servoing system is proven by rigorous mathematical analysis. Both simulation and experimental results are provided to validate the effectiveness of the proposed active visual servoing method.
Keywords :
cameras; feature extraction; mathematical analysis; mobile robots; robot vision; visual servoing; adaptive active visual servoing; field-of-view problem; image feature feedback; mathematical analysis; nonholonomic mobile robot; pan camera; pose estimation algorithm; switched controller; Cameras; Mobile robots; Robot kinematics; Visual servoing; Adaptive control; field of view (FOV); nonholonomic constraints; visual servoing;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2011.2143380
Filename :
5751676
Link To Document :
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