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Energy-to-peak quantized filtering for T-S fuzzy systems with event-triggered-based weighted try-once-discard protocol: The finite-time case
Applied Mathematics and Computation ( IF 3.5 ) Pub Date : 2024-08-05 , DOI: 10.1016/j.amc.2024.128975 Ji-Jing Lu , Jun Xiong
Applied Mathematics and Computation ( IF 3.5 ) Pub Date : 2024-08-05 , DOI: 10.1016/j.amc.2024.128975 Ji-Jing Lu , Jun Xiong
The paper addresses the issue of the finite-time energy-to-peak quantized filtering for Takagi-Sugeno (T-S) fuzzy systems under event-triggered-based weighted try-once-discard (WTOD) protocol, considering deception attacks in the network. To process the measurement output and schedule the transmission sequence for relieving the communication burden, a dynamic quantizer and an event-triggered-based WTOD protocol are synthesized to determine whether the quantified measurement value of the sensor should be sent and which ones to be delivered. The main intention of this paper is to construct a mode-dependent filter such that the filtering error system is stochastically stable under the finite-time bounded and meets an energy-to-peak performance levels. The sufficient conditions for the existence of the admissible filter criterion are formulated, and the specific filter gains are obtained through solving a convex optimization problem. Finally, a practical example is used to evaluate the theoretical design and analysis.
中文翻译:
具有基于事件触发的加权尝试一次丢弃协议的 TS 模糊系统的能量到峰值量化滤波:有限时间情况
该论文解决了在基于事件触发的加权尝试一次丢弃(WTOD)协议下,考虑网络中的欺骗攻击的 Takagi-Sugeno(TS)模糊系统的有限时间能量峰值量化滤波问题。为了处理测量输出并安排传输顺序以减轻通信负担,综合了动态量化器和基于事件触发的 WTOD 协议,以确定是否应发送传感器的量化测量值以及发送哪些测量值。本文的主要目的是构造一个与模式相关的滤波器,使得滤波误差系统在有限时间有界下随机稳定并满足能量峰值性能水平。给出了允许滤波准则存在的充分条件,并通过求解凸优化问题得到了具体的滤波增益。最后通过一个实例对理论设计和分析进行了评价。
更新日期:2024-08-05
中文翻译:
具有基于事件触发的加权尝试一次丢弃协议的 TS 模糊系统的能量到峰值量化滤波:有限时间情况
该论文解决了在基于事件触发的加权尝试一次丢弃(WTOD)协议下,考虑网络中的欺骗攻击的 Takagi-Sugeno(TS)模糊系统的有限时间能量峰值量化滤波问题。为了处理测量输出并安排传输顺序以减轻通信负担,综合了动态量化器和基于事件触发的 WTOD 协议,以确定是否应发送传感器的量化测量值以及发送哪些测量值。本文的主要目的是构造一个与模式相关的滤波器,使得滤波误差系统在有限时间有界下随机稳定并满足能量峰值性能水平。给出了允许滤波准则存在的充分条件,并通过求解凸优化问题得到了具体的滤波增益。最后通过一个实例对理论设计和分析进行了评价。