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