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Reconstruction of Complex Network based on the Noise via QR Decomposition and Compressed Sensing

It is generally known that the states of network nodes are stable and have strong correlations in a linear network system. We find that without the control input, the method of compressed sensing can not succeed in reconstructing complex networks in which the states of nodes are generated through th...

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Pubblicato in:Sci Rep
Autori principali: Li, Lixiang, Xu, Dafei, Peng, Haipeng, Kurths, Jürgen, Yang, Yixian
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5678368/
https://ncbi.nlm.nih.gov/pubmed/29118321
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-15181-3
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