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《Journal of Nanjing University of Posts and Telecommunications(Natural Science Edition)》 2016-02
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State estimation for a class of discrete-time complex networks with single packet losses and missing measurements

CHEN Yuan;JIANG Guoping;FAN Chunxia;College of Automation,Nanjing University of Posts and Telecommunications;  
The state estimation problem is addressed for a class of discrete-time complex networks with single packet losses and single missing measurements,and the packet loss probability and missing measurement probability are studied. The process of packet losses of states of complex networks and missing measurements are described with the independent identically distributed Bernoulli random variable. By applying the Lyapunov stability theory combined with stochastic analysis method,a sufficient condition for state estimation is obtained in the form of linear matrix inequalities( LMIs). It is demonstrated by simulations that the proposed state estimation method can effectively estimate the network states.
【Fund】: 国家自然科学基金(61374180)资助项目
【CateGory Index】: O157.5
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