DocumentCode :
2662850
Title :
State fuzzy estimation based on online time-delay detection for industrial wireless networked control systems
Author :
Wenbin, Liu ; Xuzhi, Lai ; Min, Wu
Author_Institution :
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha
fYear :
2008
fDate :
16-18 July 2008
Firstpage :
239
Lastpage :
243
Abstract :
This paper presents a novel design method for Kalman filter based on fuzzy state estimation with online time-delay detector for industrial wireless networked control systems. Firstly, the description of T-S fuzzy model of industrial wireless networked control systems is given. Secondly, the distribution of network induced time-delay is detected by online detector, and the distribution probabilities of induced time-delay within different distribution are fingered out using probability method. Meanwhile, the T-S fuzzy model takes the distribution probabilities as membership functions. Then, the local filters with respect to all distribution are designed by applying method of Kalman filter, and a global agonic filter is developed by employing fuzzy fusing technique to all of local filters. Finally, the simulation on this design is carried out to verify its feasibility.
Keywords :
Kalman filters; delays; distributed control; fuzzy control; industrial control; radio networks; state estimation; statistical distributions; Kalman filter; T-S fuzzy model; distribution probabilities; global agonic filter; industrial wireless networked control systems; online time-delay detection; state fuzzy estimation; Design methodology; Detectors; Electrical equipment industry; Electronic mail; Filters; Fuzzy control; Fuzzy systems; Industrial control; Networked control systems; State estimation; Industrial wireless networked control systems; Kalman filter; Network induced time delay; Online time-delay detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference, 2008. CCC 2008. 27th Chinese
Conference_Location :
Kunming
Print_ISBN :
978-7-900719-70-6
Electronic_ISBN :
978-7-900719-70-6
Type :
conf
DOI :
10.1109/CHICC.2008.4605321
Filename :
4605321
Link To Document :
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