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- W4293443005 abstract "In this paper, we show through examples, how the existing definitions of information transfer, namely directed information and transfer entropy fail to capture true causal interaction between states in control dynamical system. We propose a new definition of information transfer, based on the ideas from dynamical system theory, and show that this new definition can capture true causal interaction between states. The information transfer measure is generalized to define transfers between the various signals in a control dynamical system and analytical expression for information transfer between state-to-state, input-to-state, state-to-output, and input-to-output are provided for linear systems. There is a natural extension of our proposed definition to define information transfer over $n$ time steps and average information transfer over infinite time step. We show that the average information transfer in feedback control system between plant output and input is equal to the entropy of the open loop dynamics thereby re-deriving the Bode fundamental limitation results using the proposed definition of transfer." @default.
- W4293443005 created "2022-08-29" @default.
- W4293443005 creator A5043672526 @default.
- W4293443005 creator A5050749492 @default.
- W4293443005 date "2017-04-16" @default.
- W4293443005 modified "2023-09-27" @default.
- W4293443005 title "On Information Transfer in Control Dynamical Systems" @default.
- W4293443005 doi "https://doi.org/10.48550/arxiv.1704.05370" @default.
- W4293443005 hasPublicationYear "2017" @default.
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