Finite-time asynchronous dissipative filtering of conic-type nonlinear Markov jump systems

被引:80
|
作者
Zhang, Xiang [1 ]
He, Shuping [1 ]
Stojanovic, Vladimir [2 ]
Luan, Xiaoli [3 ]
Liu, Fei [3 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Minist Educ, Key Lab Intelligent Comp & Signal Proc, Hefei 230601, Peoples R China
[2] Univ Kragujevac, Fac Mech & Civil Engn, Dept Automat Control Robot & Fluid Tech, Kraljevo 36000, Serbia
[3] Jiangnan Univ, Inst Automat, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
dissipative filtering; hidden Markov model; finite-time boundedness; Markov jump systems; conic-type nonlinearity; SLIDING MODE CONTROL; CONTROLLER-DESIGN; ROBUST; DELAY; STABILIZATION; SUBJECT;
D O I
10.1007/s11432-020-2913-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the present study, the finite-time asynchronous dissipative filter design problem for the Markov jump systems with conic-type nonlinearity is studied. The hidden Markov model can describe the asynchronism embodied in the system modes and the filter modes reasonably. Moreover, a suitable Lyapunov-Krasovskii function is utilized and linear matrix inequalities are applied to obtain adequate conditions. These techniques guarantee the finite-time boundedness and strict dissipativity of the filtering error dynamic system. Furthermore, the design problems of the passive filter and the H-infinity filter are studied by adjusting the three parameters U, G and V. Finally, the filter gains and the optimal index alpha* are obtained and the correctness and feasibility of the designed approach are verified by a simulation example.
引用
收藏
页数:12
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