Networked Control Under DoS Attacks: Tradeoffs Between Resilience and Data Rate

被引:80
作者
Feng, Shuai [1 ]
Cetinkaya, Ahmet [2 ]
Ishii, Hideaki [1 ]
Tesi, Pietro [3 ,4 ]
De Persis, Claudio [4 ]
机构
[1] Tokyo Inst Technol, Dept Comp Sci, Yokohama, Kanagawa 2268502, Japan
[2] Natl Inst Informat, Informat Syst Architecture Sci Res Div, Tokyo 1018430, Japan
[3] Univ Florence, DINFO, I-50139 Florence, Italy
[4] Univ Groningen, Fac Sci & Engn, ENTEG, NL-9747 AG Groningen, Netherlands
关键词
Eigenvalues and eigenfunctions; Stability analysis; Bandwidth; Packet loss; Quantization (signal); Resilience; Cyber-physical systems; Denial-of-Service (DoS) attacks; networked control systems; quantized control; MINIMUM DATA RATE; LINEAR-SYSTEMS; SECURE CONTROL; SPECIAL-ISSUE; LTI SYSTEMS; STABILIZATION; STABILIZABILITY;
D O I
10.1109/TAC.2020.2981083
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we study communication-constrained networked control problems for linear time-invariant systems in the presence of Denial-of-Service (DoS) attacks, namely attacks that prevent transmissions over the communication network. Our article aims at exploring the tradeoffs between system resilience and network bandwidth capacity. Given a class of DoS attacks, we characterize the bit-rate conditions that are dependent on the unstable eigenvalues of the dynamic matrix of the plant and the parameters of DoS attacks, under which exponential stability of the closed-loop system can be guaranteed. Our characterization clearly shows the tradeoffs between the communication bandwidth and resilience against DoS. An example is given to illustrate the proposed approach.
引用
收藏
页码:460 / 467
页数:8
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