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Distributed filtering and control of complex networks and systems
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Guanrong Chen, Sergej Čelikovský, Lei Guo, Youmin Zhang, Tiancheng Li. Distributed filtering and control of complex networks and systems[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(1): 1-4.
@article{title="Distributed filtering and control of complex networks and systems",
author="Guanrong Chen, Sergej Čelikovský, Lei Guo, Youmin Zhang, Tiancheng Li",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="22",
number="1",
pages="1-4",
year="2021",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.2110000"
}
%0 Journal Article
%T Distributed filtering and control of complex networks and systems
%A Guanrong Chen
%A Sergej Čelikovský
%A Lei Guo
%A Youmin Zhang
%A Tiancheng Li
%J Frontiers of Information Technology & Electronic Engineering
%V 22
%N 1
%P 1-4
%@ 2095-9184
%D 2021
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.2110000
TY - JOUR
T1 - Distributed filtering and control of complex networks and systems
A1 - Guanrong Chen
A1 - Sergej Čelikovský
A1 - Lei Guo
A1 - Youmin Zhang
A1 - Tiancheng Li
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 22
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SP - 1
EP - 4
%@ 2095-9184
Y1 - 2021
PB - Zhejiang University Press & Springer
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DOI - 10.1631/FITEE.2110000
Abstract: In the last two decades, research on distributed filtering and control (FAC) has burgeoned into large-scale complex networks and systems. A distributed networked system, typically composed of a number of cost-effective dynamical nodes (agents) with limited sensing, computing, and communication capabilities, is gaining considerable popularity due to its low power consumption, simple installation, high performance, and strong reliability, as compared with the centralized setting. As a result, various network- induced FAC systems, techniques, and algorithms have emerged, including node registration and control, network consensus and synchronization, multi-sensor data clustering/fusion, network topological design and analysis, and the like. In addition, it is important to have an insightful understanding of the way networks and systems behave and evolve from the FAC perspectives. This is often critical with respect to many important problems, such as managing a limited number of sensors for the best field-of-view coverage, tackling the intrinsic interactions and unknown correlations among dynamical nodes, trade-offs between performance and constraints, or achieving automation in noisy environments, just to name a few. These problems are imperative but also challenging for their multidisciplinary nature and inherent complexity, for which various theories, techniques, and algorithms are continuously being proposed and developed; however, more research effort and endeavors are needed.
This special issue is aimed at collecting high-quality papers in the research field of distributed filtering and control of complex networks and systems; the final result includes two comprehensive reviews and nine original research papers.
Open peer comments: Debate/Discuss/Question/Opinion
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