具有衰落信道的模糊半马尔可夫跳变系统的动态量化控制:一种改进的事件触发机制

Dynamic Quantized Control of Fuzzy Semi-Markov Jump Systems With Fading Channels: An Improved Event-Triggered Mechanism

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025
被引 5
ABS 3

中文导读

针对Takagi-Sugeno模糊半马尔可夫跳变系统,提出一种改进的事件触发机制,结合动态量化和双异步控制器设计,在衰落信道和欺骗攻击下保证系统均方指数稳定和严格耗散性能。

Abstract

This article focuses on the dynamic quantized control for Takagi–Sugeno fuzzy semi-Markov jump systems (T–S FSMJSs) under fading channels and deception attacks, employing an improved event-triggered mechanism (ETM) strategy. Specifically, a more generalized semi-Markov process (SMP) that is governed by a higher-level deterministic switching signal (HLDSS) is addressed. A novel dynamic ETM is skillfully developed based on the information of quantization and two internal dynamic adjusting variables to further enhance the network bandwidth utilization. The dual asynchronous phenomenon between the plant and controller (asynchronous modes and mismatched premise variables) is addressed. This implies that the designed controller is not required to share the same membership functions and modes as the plant, establishing a more rational structure. The hidden semi-Markov model (HSMM) is attained to characterize the stochastic varying channel fading amplitudes. The Lyapunov function incorporating mode and fuzzy information is constructed to establish sufficient criteria ensuring the strictly dissipative performance and mean-square exponential stability (MSES) of the resulting closed-loop systems, and a new security fuzzy dual asynchronous controller is then developed. Finally, the efficacy and applicability of the results are demonstrated through numerical and practical examples.

模糊控制马尔可夫跳变系统事件触发控制网络安全量化控制