Complex Network Construction of Multivariate Time Series Using Information Geometry.

IEEE Transactions on Systems, Man, and Cybernetics: Systems(2019)

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摘要
Cyber physical systems (CPS) is a tightly coupled integration and interaction between computational and physical components. In many cases, information collection in CPS is provided through a group of distributed sensors and all of them change continuously with time. Thus the sensor information is usually in the form of time series. One particularly interesting application in time series analysis ...
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关键词
Time series analysis,Sensors,Complex networks,Measurement,Covariance matrices,Information geometry,Manifolds
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