离散时间Takagi-Sugeno模糊系统的松弛控制设计:一种事件触发的实时调度方法

Relaxed Control Design of Discrete-Time Takagi–Sugeno Fuzzy Systems: An Event-Triggered Real-Time Scheduling Approach

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2017
被引 215 · 同刊同年前 5%
ABS 3

中文导读

提出一种事件触发的实时调度策略,通过周期评估模糊权重函数的联合分布类型,动态切换控制模式,以松弛控制任务实现,并用仿真验证了有效性。

Abstract

This paper is focused on the issue of scheduling stabilization of Takagi-Sugeno fuzzy control systems by the aid of digging down much deeper of implicit information in the underlying systems. An event-triggered real-time scheduler that decides which control mode should be executed at any given instant is constructed by periodically evaluating the joint-distribution-type of multi-instant normalized fuzzy weighting functions at every sampled instant. Profiting from the proposed event-triggered scheduling policy, the proper control mode for the current instant is updated in order to adapt time-varying situations once if the underlying joint-distribution-type changes, and thus previous implementations of control tasks with an unchanged control mode can be further relaxed in this paper. The effectiveness of our approach is verified by several simulation examples in the end.

模糊控制事件触发调度实时控制非线性系统