A framework for characterising the value of information in hidden Markov models

—In this paper, a general framework is formalised to characterise the value of information (VoI) in hidden Markov models. Specifically, the VoI is defined as the mutual information between the current, unobserved status at the source and a sequence of observed measurements at the receiver, which can...

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Detalhes bibliográficos
Main Authors: Wang, Z, Badiu, M, Coon, J
Formato: Journal article
Idioma:English
Publicado em: IEEE 2022