Entropy 2012, 14(3), 505-516; doi:10.3390/e14030505
Article

Minimum Error Entropy Filter for Fault Detection of Networked Control Systems

State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China
* Author to whom correspondence should be addressed.
Received: 22 February 2012; in revised form: 27 February 2012 / Accepted: 28 February 2012 / Published: 6 March 2012
(This article belongs to the Special Issue Information Theory Applied to Communications and Networking)
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Abstract: In this paper, fault detection of networked control systems with random delays, packet dropout and noises is studied. The filter is designed using a minimum error entropy criterion. The residual generated by the filter is then evaluated to detect faults in networked control systems. An illustrative networked control system is used to verify the effectiveness of the proposed approach.
Keywords: networked control systems; fault detection; minimum error entropy

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MDPI and ACS Style

Zhang, J.; Du, L.; Ren, M.; Hou, G. Minimum Error Entropy Filter for Fault Detection of Networked Control Systems. Entropy 2012, 14, 505-516.

AMA Style

Zhang J, Du L, Ren M, Hou G. Minimum Error Entropy Filter for Fault Detection of Networked Control Systems. Entropy. 2012; 14(3):505-516.

Chicago/Turabian Style

Zhang, Jianhua; Du, Lilong; Ren, Mifeng; Hou, Guolian. 2012. "Minimum Error Entropy Filter for Fault Detection of Networked Control Systems." Entropy 14, no. 3: 505-516.

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