DocumentCode
1633779
Title
Minimum-delay link determination in networked control systems using Asexual Reproduction Optimization
Author
Farasat, A. ; Amani, A.M. ; Menhaj, M.B.
Author_Institution
Oper. Reaserch, Univ. of Tehran, Tehran
fYear
2009
Firstpage
84
Lastpage
88
Abstract
Networked control systems (NCS) have gained an increasing attention in recent years due to their flexibility and cost reduction. The two main problems affecting stability and performance of closed-loop NCS are packet delay and drop. The problem of delay is severe in large scale NCS where the sensor-controller-actuator are connected via a network with large number of switches and routers. In this paper, we propose a real time optimization algorithm, called asexual reproduction optimization (ARO) which is inspired by asexual reproduction, to find the least delay link in the control loop. Simulation results reveal that the proposed algorithm remarkably outperforms the recently cited genetic algorithm (GA) in finding the minimum delay link.
Keywords
actuators; closed loop systems; controllers; distributed control; genetic algorithms; sensors; stability; telecommunication control; asexual reproduction optimization; closed-loop NCS; genetic algorithm; minimum-delay link determination; networked control systems; real time optimization; sensor-controller-actuator; stability; Actuators; Communication system control; Control systems; Delay effects; Genetic algorithms; Intelligent sensors; Large-scale systems; Networked control systems; Stability; Switches;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Control and Automation, 2009. CICA 2009. IEEE Symposium on
Conference_Location
Nashville, TN
Print_ISBN
978-1-4244-2752-9
Type
conf
DOI
10.1109/CICA.2009.4982787
Filename
4982787
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