Voluntary defense strategy and quantized sample-data control for T-S fuzzy networked control systems with stochastic cyber-attacks and its application

计算机科学 耗散系统 控制器(灌溉) 模糊逻辑 数学 模糊控制系统 随机微分方程 控制理论(社会学) 线性矩阵不等式 数学优化 应用数学 控制(管理) 人工智能 农学 生物 物理 量子力学
作者
Xiao Cai,Kaibo Shi,Kun She,Shouming Zhong,Oh‐Min Kwon,Yiqian Tang
出处
期刊:Applied Mathematics and Computation [Elsevier BV]
卷期号:423: 126975-126975 被引量:16
标识
DOI:10.1016/j.amc.2022.126975
摘要

• This paper proposes a T-S fuzzy NCSs with SCA and VDS, which designs a defense mechanism against CAs carries out by hackers. This has strong application and development potential in the field of network information security. • A novel TDPRC is developed, which fully taps the TVD information under this condition. In addition, an improved BLF is introduced to construct a new LKF, which better optimizes the performance of the algorithm. • A new quantized sample data and VDS controller under SCAs is achieved to ensure self-defense under the premise of CAs by hackers, and to ensure that the T-S fuzzy NCS with a better dissipation index is AS. This work studies mainly the dissipative analysis issue of T-S fuzzy networked control systems (NCSs) with stochastic cyber-attacks (SCAs) and voluntary defense strategy (VDS), which has strong application background in the network information security field. Firstly, a novel time-delay-product relaxed condition (TDPRC) is introduced, which fully excavates time-varying delay (TVD) information in the established condition. Secondly, an improved boundary circulatory function (BLF) is developRed, which takes advantage of the characteristics of the sampling moments. Here, when t ∈ [ t k , t k + 1 ) , we only require Q d ( t ) to be an asymmetric matrix in V c ( x ( t ) ) . Then, a novel criterion and the corresponding control algorithm are developed by using reciprocally convex matrix inequality (RCMI), proper integral inequalities, and the linear convex combination method (LCCM). Furthermore, a new quantized sample-data and VDS controller under SCAs is established, which can prove that T-S fuzzy NCSs under a better dissipative index are asymptotically stable (AS). Lastly, a numerical simulation of the dynamic equation of truck-trailer system to certify the theory’s feasibility and validity.

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