DocumentCode :
2182176
Title :
Adaptive Delay Estimation and Control of Networked Control systems
Author :
Chunmao, Li ; Jian, Xiao
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Sichuan
fYear :
2006
fDate :
Oct. 18 2006-Sept. 20 2006
Firstpage :
707
Lastpage :
710
Abstract :
An adaptive algorithm is introduced in this paper to estimate random communication time delay in networked control systems (NCS). The algorithm updates an adaptive delay estimate using gradient descent method, and identifies plant parameters by a modified RLS. By using this algorithm, future control sequences are generated to compensate for the communication time delay when control signals are delayed or missed. To illustrate the improvement in control performance using the proposed method, simulation results are presented to show that the method is superior to the standard networked predictive control
Keywords :
adaptive estimation; delay estimation; gradient methods; least squares approximations; predictive control; telecommunication control; time-varying systems; adaptive delay estimation; gradient descent method; modified RLS; networked control systems; random communication time delay; standard networked predictive control; Adaptive algorithm; Adaptive control; Communication system control; Control systems; Delay effects; Delay estimation; Networked control systems; Programmable control; Resonance light scattering; Signal generators; Adaptive control; Networked control systems; Time delay estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Technologies, 2006. ISCIT '06. International Symposium on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9741-X
Electronic_ISBN :
0-7803-9741-X
Type :
conf
DOI :
10.1109/ISCIT.2006.339832
Filename :
4141477
Link To Document :
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