T-S模糊Markov跳变系统控制策略综述

A survey of control strategy for T-S fuzzy Markov jump systems

T-S模糊Markov跳变系统是一类由时间与事件共同驱动的随机混杂非线性系统,其状态变量由系统状态、模糊规则及系统模态组成.系统各模态间的随机跳变服从Markov过程,且用此来描述系统参数的随机变化.首先,介绍T-S模糊Markov跳变系统的研究背景;其次,从T-S模糊Markov跳变系统的复杂结构出发,阐述T-S模糊Markov跳变系统及其控制的研究进展;最后,简要介绍面临的挑战.

T-S fuzzy Markov jump system is a kind of stochastic hybrid nonlinear systems driven by time and events. Its state variables depend on system state, [uzzy rules and system mode. A Markov process is used to describe the random jumps between various modes of the system. The background and significance of T-S fuzzy Markov jump system were introduced first in this paper. Then the research progresses of control strategy for T-S fuzzy Markov jump system were analyzed in terms of its complex structure. Finally, the corresponding challenges in this field were analyzed.