有数据丢包的复杂网络的鲁棒保性能状态估计

doi:10.3969/j.issn.0255-8297.2015.03.011

Abstract

Abstract: To deal with data dropouts and noise in data transmission, this paper studies
robust guaranteed cost state estimation of discrete-time complex networks, and focuses on
reducing influence of data dropouts and noises on state estimation. Using the Lyapunov
stability theory combined with stochastic analysis, an existence condition of the gain matrix
and the relevant design criteria used in the robust guaranteed cost state estimation are
proposed with linear matrix inequalities. With convergence of the estimation mean-square
error, the robust guaranteed cost performance requirements are satisfied. Numerical simulation
shows effectiveness and applicability of the proposed design approach.

Key words: complex network, noise, data dropouts, state estimation, robust guaranteed cost control

CLC Number:

TP273

WAN You-hong, AN Wei-liang, FAN Chun-xia. Robust Estimation of Guaranteed Cost State for Complex Network with Missing Measurements[J]. Journal of Applied Sciences, 2015, 33(3): 329-340.

References

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Robust Estimation of Guaranteed Cost State for Complex Network with Missing Measurements

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