Synchronization in Complex Dynamical Networks With Random Sensor Delay

Synchronization in Complex Dynamical Networks With Random Sensor Delay
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DOI:
10.1109/tcsii.2009.2037258
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发表时间:
2010
期刊:
IEEE Transactions on Circuits and Systems II: Express Briefs
影响因子:
--
通讯作者:
Maoyin Chen
Maoyin Chen
中科院分区:
其他
文献类型:
--
作者:
Maoyin Chen

文献摘要

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该简介提出了一个新的复杂动力网络模型,其中通过经历随机传感器延迟的测量输出连接节点。该模型与某些现有网络模型完全不同。然后,通过随机稳定理论分析了提出的网络模型中的同步。给出了足够的同步条件,以确保所提出的网络模型呈指数指数均值稳定。理论分析和数值模拟充分验证了主要结果。
This brief proposes a new complex dynamical network model, in which nodes are connected by measured outputs experiencing the random sensor delay. This model is totally different from some existing network models. Then, synchronization in the proposed network model is analyzed by the stochastic stability theory. A sufficient synchronization condition is given to ensure that the proposed network model is exponentially mean-square stable. Theoretical analysis and numerical simulation fully verify the main results.