Passive gain-scheduling filtering for jumping linear parameter varying systems with fading channels based on the hidden Markov model

被引:42
|
作者
Shen, Liang [1 ]
Yang, Xiaofei [2 ]
Wang, Jing [1 ]
Xia, Jianwei [3 ]
机构
[1] Anhui Univ Technol, Sch Elect & Informat Engn, Maanshan 243002, Peoples R China
[2] Jiangsu Univ Sci & Technol, Sch Elect & Informat, Zhenjiang, Peoples R China
[3] Liaocheng Univ, Sch Math Sci, Liaocheng, Peoples R China
基金
中国国家自然科学基金;
关键词
Jumping linear parameter varying systems; fading channels; passive gain-scheduling filtering; hidden Markov model; H-INFINITY CONTROL; DISSIPATIVE CONTROL; SWITCHED SYSTEMS; NEURAL-NETWORKS; TIME; DISCRETE; DESIGN; SYNCHRONIZATION; STABILIZATION; STABILITY;
D O I
10.1177/0959651818777679
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work is aimed to address the passive gain-scheduling filtering problem for Markov jump linear parameter varying systems with fading channels. A hidden Markov process is employed to describe mode information exchange between the system and the presented filter. By the aid of stochastic analysis theory, some sufficient conditions for guaranteeing the existence of an available passive gain-scheduling filter are established. On the basis of the designed filter, the passivity of the filtering error system is ensured in the presence of randomly occurring fading channels. Finally, an explained example is put forward to verify the effectiveness of the filter.
引用
收藏
页码:67 / 79
页数:13
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