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Partial-Nodes-Based Estimation for Complex Networks With Random Inner Coupling

delete2025-11-05
delete0
PRE
AI
Q
Qian Yang
Y
Yi Zhong
C
Chang Liu
徐
徐勇 (Yong Xu)
T
Tingwen Huang
L
Leszek Rutkowski
DOI：10.1109/TSMC.2025.3626136delete
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摘要

摘要

En 中文
本文研究了具有有限通信容量的复杂网络（CNs）的分布式状态估计。采用随机传输策略以克服节点间的通信容量约束。设计了一种利用部分可用测量的分布式状态估计器。为处理交叉项，采用Young不等式，并推导出状态预测误差协方差（PEC）的上界（UB）。随后基于推导出的状态PEC设计了最优估计增益。利用向量化方法分析了UB的稳定性，并得到稳定性充分条件。最后，通过数值仿真验证了所提分布式估计器的有效性，并确认了推导出的UB的准确性。
Keyword:
Complex networks (CNs)
distributed state estimation
measurements of partial nodes
random inner coupling

期刊

I
ieee transactions on systems, man, and cybernetics: systems
IF:
0
论文数:
240
被引数:
0

机构

S
Shenzhen University of Advanced Technology
学者数:
339
论文数: 330
被引数: 1
S
Systems Research Institute
学者数:
18
论文数: 22
被引数: 582
G
guangdong university of technology
学者数:
3.0W
论文数: 2.0W
被引数: 36
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