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Consistent Measures of Dependence in the Identification of Multi-input/Multi-output Systems and Applications

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An approach to constructing linearized input/output mappings of multi-input/multi-output stochastic systems is presented. The approach is based on involving an information-theoretic measure of dependence of random vectors as a criterion… Click to show full abstract

An approach to constructing linearized input/output mappings of multi-input/multi-output stochastic systems is presented. The approach is based on involving an information-theoretic measure of dependence of random vectors as a criterion of selection of input variables of the model. An application of the mathematical technique developed to a task of advanced automated process control system functions regarding nuclear power plants efficiency monitoring is considered.

Keywords: input; multi output; input multi; multi; multi input

Journal Title: IFAC-PapersOnLine
Year Published: 2020

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