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基于FlexRay协议的事件触发安全滤波用于高速率通信网络下具有衰落测量的IT-2模糊系统:有限时域情形

FlexRay Protocol-Based Event-Triggered Secure Filtering for IT-2 Fuzzy Systems With Fading Measurements Over High-Rate Communication Networks: The Finite-Horizon Case

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 9
ABS 3

中文导读

研究了高速率通信网络中,针对区间二型模糊系统,采用FlexRay协议和动态事件触发机制来调度传感器节点,并考虑网络攻击和测量衰落,设计了一种安全滤波算法,通过两个例子验证了有效性。

Abstract

This article investigates the FlexRay (FR) protocol-based dynamic event-triggered (DET) secure filtering problem with the high-rate communication (HRC) network for the interval type-2 (IT-2) fuzzy networked system. For fear of data collisions and preempting limited communication resources, a novel DET-FR (DETFR) protocol is adopted to schedule sensor nodes. Different sensors are employed for distinct protocols and data-holding strategies to reinforce the efficiency of network transmission. Moreover, considering the random occurrence of cyber attacks and fading measurements in the HRC channel, the attack parameters are represented by the Bernoulli process, and measurement attenuation coefficients are expressed by the random variables of equidistribution on a fixed interval. Based on this, to ensure that the error dynamics meet the disturbance attenuation level, several sufficient conditions are given. Subsequently, the DETFR protocol-based secure filtering algorithm is developed to acquire the fuzzy filter parameters. Eventually, the validity of our designed secure filtering algorithm is proved through two examples.

模糊系统网络安全滤波事件触发协议通信网络