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eess.SP2022★ 1 cited
Structural & Granger CAUSALITY for IoT Digital Twin
PG Madhavan
In this foundational expository article on the application of Causality Analysis in IoT, we establish the basic theory and algorithms for estimating Structural and Granger causalit…
eess.SP2021
Causal Digital Twin from Multi-channel IoT
PG Madhavan
Treating data from each sensor in an IoT installation on its own separately is wasteful. This article shows how to treat them as a multi-channel time series and introduces the Stat…