Switching Control for a Networked Vision-based Control System

被引:3
作者
Chen, Chih-Chung [1 ]
Wu, Haiyan [1 ]
Kuehnlenz, Kolja [1 ]
Hirche, Sandra [1 ]
机构
[1] Tech Univ Munich, Inst Automat Control Engn, D-80290 Munich, Germany
关键词
Stochastic stability; random time-delay; sampled-data systems; networked control systems; visual servoing; H-INFINITY CONTROL; TIME-DELAY; COMMUNICATION; STABILIZATION; STABILITY; DESIGN;
D O I
10.1524/auto.2011.0899
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Advances in communication and computation technology facilitate closed loop control via communication networks. Such networked control systems may include distributed sensors and actuators as well as distributed computational resources. In the field of vision-based control, the possibility of distributed computation is of particular interest due to the large amounts of visual data to be processed. Time-delay caused by data transfer through the network and by processing algorithms impair stability and performance of the controlled closed-loop system. In this article, a novel switching control scheme for networked vision-based control systems is proposed accounting for varying time-delay in order to improve control performance. The closed-loop system is modeled as a continuous system with varying time-delay considering processing and transfer time-delays as well as sampling intervals. Mean exponential stability is proven based on occurrence probabilities of delays. The article concludes with comparative experiments showing a significant improvement of control performance of the proposed approach with respect to a non-switching reference controller.
引用
收藏
页码:124 / 133
页数:10
相关论文
共 31 条
[1]   Wireless sensor networks: a survey [J].
Akyildiz, IF ;
Su, W ;
Sankarasubramaniam, Y ;
Cayirci, E .
COMPUTER NETWORKS, 2002, 38 (04) :393-422
[2]  
[Anonymous], 1995, OPTIMAL SAMPLED DATA, DOI DOI 10.1007/978-1-4471-3037-6
[3]  
[Anonymous], 2004, P IEEE INT S COMPUTE
[4]  
Astrom K.J., 1995, ADAPTIVE CONTROL
[5]   Control and communication challenges in networked real-time systems [J].
Baillieul, John ;
Antsaklis, Panos J. .
PROCEEDINGS OF THE IEEE, 2007, 95 (01) :9-28
[6]   Modeling, analysis, and design of networked control systems using jump linear systems [J].
Blind, Rainer ;
Muenz, Ulrich ;
Allgoewer, Frank .
AT-AUTOMATISIERUNGSTECHNIK, 2008, 56 (01) :20-28
[7]  
Boukas E. K., 2002, CONTROL ENGN SER BIR
[8]   Automatic panoramic image stitching using invariant features [J].
Brown, Matthew ;
Lowe, David G. .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (01) :59-73
[9]  
Chih-Chung Chen, 2008, Journal of the Society of Instrument and Control Engineers, V47, P676
[10]   Coverage control for mobile sensing networks [J].
Cortés, J ;
Martínez, S ;
Karatas, T ;
Bullo, F .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2004, 20 (02) :243-255