DocumentCode
3028660
Title
A switching control law for a networked visual servo control system
Author
Wu, Haiyan ; Chen, Chih-Chung ; Feng, Jiayun ; Kühnlenz, Kolja ; Hirche, Sandra
Author_Institution
Inst. of Autom. Control Eng. (LSR), Tech. Univ. Munchen, München, Germany
fYear
2010
fDate
3-7 May 2010
Firstpage
5556
Lastpage
5563
Abstract
In this paper, a novel switching controller is proposed for a networked visual servo control system with varying feedback delay due to image processing and data transmission. The varying image processing delay caused by the varying number of extracted features for pose estimation due to different view angles, illumination conditions and noise, is modeled by its occurrence probability. The time delay due to transmission over the communication network is also modeled as random process. By using a sampled-data system approach and an input-delay approach, the linearized visual servo control system is reformulated into a stochastic continuous-time system with time-varying delay. A novel stability condition and associated switching controller are derived based on the occurrence probabilities of delays. Experiments on a 1-DoF linear module equipped with a camera are conducted to validate the proposed approach. A non-switching controller approach is implemented for comparison. The experimental results demonstrate significant performance improvement of the proposed control approach.
Keywords
control system synthesis; delay estimation; distributed control; feature extraction; pose estimation; random processes; sampled data systems; servomechanisms; stochastic systems; 1-DoF linear module; feature extraction; input delay approach; linearized visual servo control system; networked visual servo control system; nonswitching controller; pose estimation; random process; sampled data system; stochastic continuous-time system; switching control law; time varying delay feedback; Control systems; Data communication; Data mining; Delay effects; Delay estimation; Feature extraction; Feedback; Image processing; Lighting; Servosystems;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1050-4729
Print_ISBN
978-1-4244-5038-1
Electronic_ISBN
1050-4729
Type
conf
DOI
10.1109/ROBOT.2010.5509947
Filename
5509947
Link To Document