Distributed filtering for discrete-time systems with deception attacks and limited communication resource

Hang Guo; Qirui Zhang; Kun Liu; Yuanqing Xia

doi:10.23919/ChiCC.2018.8483903

Distributed filtering for discrete-time systems with deception attacks and limited communication resource

Hang Guo, Qirui Zhang, Kun Liu, Yuanqing Xia

School of Automation

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper is concerned with the filter design problem for a class of linear networked control systems in the presence of unknown disturbances with distributed sensors subject to randomly occurring deception attacks. The Round-Robin protocol is utilized to regulate the signal transmission between sensors due to limited communication resource. Sufficient conditions are established to ensure the desired performance by applying the discrete-time Wirtinger's inequality. Furthermore, a corresponding distributed filter is designed to guarantee security. Finally, a numerical example is given to illustrate the effectiveness of the proposed filter design scheme.

Original language	English
Title of host publication	Proceedings of the 37th Chinese Control Conference, CCC 2018
Editors	Xin Chen, Qianchuan Zhao
Publisher	IEEE Computer Society
Pages	6561-6566
Number of pages	6
ISBN (Electronic)	9789881563941
DOIs	https://doi.org/10.23919/ChiCC.2018.8483903
Publication status	Published - 5 Oct 2018
Event	37th Chinese Control Conference, CCC 2018 - Wuhan, China Duration: 25 Jul 2018 → 27 Jul 2018

Publication series

Name	Chinese Control Conference, CCC
Volume	2018-July
ISSN (Print)	1934-1768
ISSN (Electronic)	2161-2927

Conference

Conference	37th Chinese Control Conference, CCC 2018
Country/Territory	China
City	Wuhan
Period	25/07/18 → 27/07/18

Keywords

Deception attacks
Distributed filter
Round-Robin protocol
The Wirtinger's inequality

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10.23919/ChiCC.2018.8483903

Cite this

Guo, H., Zhang, Q., Liu, K., & Xia, Y. (2018). Distributed filtering for discrete-time systems with deception attacks and limited communication resource. In X. Chen, & Q. Zhao (Eds.), Proceedings of the 37th Chinese Control Conference, CCC 2018 (pp. 6561-6566). Article 8483903 (Chinese Control Conference, CCC; Vol. 2018-July). IEEE Computer Society. https://doi.org/10.23919/ChiCC.2018.8483903

@inproceedings{c06426c622b2447191769c20c2686078,

title = "Distributed filtering for discrete-time systems with deception attacks and limited communication resource",

abstract = "This paper is concerned with the filter design problem for a class of linear networked control systems in the presence of unknown disturbances with distributed sensors subject to randomly occurring deception attacks. The Round-Robin protocol is utilized to regulate the signal transmission between sensors due to limited communication resource. Sufficient conditions are established to ensure the desired performance by applying the discrete-time Wirtinger's inequality. Furthermore, a corresponding distributed filter is designed to guarantee security. Finally, a numerical example is given to illustrate the effectiveness of the proposed filter design scheme.",

keywords = "Deception attacks, Distributed filter, Round-Robin protocol, The Wirtinger's inequality",

author = "Hang Guo and Qirui Zhang and Kun Liu and Yuanqing Xia",

note = "Publisher Copyright: {\textcopyright} 2018 Technical Committee on Control Theory, Chinese Association of Automation.; 37th Chinese Control Conference, CCC 2018 ; Conference date: 25-07-2018 Through 27-07-2018",

year = "2018",

month = oct,

day = "5",

doi = "10.23919/ChiCC.2018.8483903",

language = "English",

series = "Chinese Control Conference, CCC",

publisher = "IEEE Computer Society",

pages = "6561--6566",

editor = "Xin Chen and Qianchuan Zhao",

booktitle = "Proceedings of the 37th Chinese Control Conference, CCC 2018",

address = "United States",

}

Guo, H, Zhang, Q, Liu, K & Xia, Y 2018, Distributed filtering for discrete-time systems with deception attacks and limited communication resource. in X Chen & Q Zhao (eds), Proceedings of the 37th Chinese Control Conference, CCC 2018., 8483903, Chinese Control Conference, CCC, vol. 2018-July, IEEE Computer Society, pp. 6561-6566, 37th Chinese Control Conference, CCC 2018, Wuhan, China, 25/07/18. https://doi.org/10.23919/ChiCC.2018.8483903

Distributed filtering for discrete-time systems with deception attacks and limited communication resource. / Guo, Hang; Zhang, Qirui; Liu, Kun et al.
Proceedings of the 37th Chinese Control Conference, CCC 2018. ed. / Xin Chen; Qianchuan Zhao. IEEE Computer Society, 2018. p. 6561-6566 8483903 (Chinese Control Conference, CCC; Vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - This paper is concerned with the filter design problem for a class of linear networked control systems in the presence of unknown disturbances with distributed sensors subject to randomly occurring deception attacks. The Round-Robin protocol is utilized to regulate the signal transmission between sensors due to limited communication resource. Sufficient conditions are established to ensure the desired performance by applying the discrete-time Wirtinger's inequality. Furthermore, a corresponding distributed filter is designed to guarantee security. Finally, a numerical example is given to illustrate the effectiveness of the proposed filter design scheme.

AB - This paper is concerned with the filter design problem for a class of linear networked control systems in the presence of unknown disturbances with distributed sensors subject to randomly occurring deception attacks. The Round-Robin protocol is utilized to regulate the signal transmission between sensors due to limited communication resource. Sufficient conditions are established to ensure the desired performance by applying the discrete-time Wirtinger's inequality. Furthermore, a corresponding distributed filter is designed to guarantee security. Finally, a numerical example is given to illustrate the effectiveness of the proposed filter design scheme.

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T2 - 37th Chinese Control Conference, CCC 2018

Y2 - 25 July 2018 through 27 July 2018

ER -

Distributed filtering for discrete-time systems with deception attacks and limited communication resource

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Keywords

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