Browsing by Subject "Rate-distortion function"
Now showing items 1-8 of 8
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Conference Object
Applications of information Nonanticipative Rate Distortion Function
(Institute of Electrical and Electronics Engineers Inc., 2014)The objective of this paper is to further investigate various applications of information Nonanticipative Rate Distortion Function (NRDF) by discussing two working examples, the Binary Symmetric Markov Source with parameter ...
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Article
Nonanticipative rate distortion function and relations to filtering theory
(2014)The relation between nonanticipative rate distortion function (RDF) and filtering theory is discussed on abstract spaces. The relation is established by imposing a realizability constraint on the reconstruction conditional ...
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Conference Object
On the relation of nonanticipative rate distortion function and filtering theory
(2013)In this paper the relation between nonanticipative rate distortion function (RDF) and Bayesian filtering theory is investigated using the topology of weak convergence of probability measures on Polish spaces. The relation ...
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Conference Object
Optimization of directed information and relations to filtering theory
(Institute of Electrical and Electronics Engineers Inc., 2014)In this paper we generalize the relation between nonanticipative Rate Distortion Function (RDF) and filtering theory, to processes which are affected by the reproduction process, by utilizing the topology of weak convergence ...
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Conference Object
Rate distortion function with causal decoding
(2010)This paper considers source coding of general sources with memory, when causal feedback is available at the decoder. The rate distortion function is defined as the infimum of the so-called directed information over causal ...
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Conference Object
Stochastic control over finite capacity channels: Causality and feedback
(Institute of Electrical and Electronics Engineers Inc., 2014)Optimal communication/control analysis and design of dynamical controlled systems, when there are finite capacity communication constraints often involve information and control theoretic analysis. This paper, employees ...
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Conference Object
Stochastic control over finite capacity channels: Causality, feedback and uncertainty
(2009)Optimal communication/control analysis and design of dynamical controlled systems, when there are finite capacity communication constraints often involve information and control theoretic analysis. This paper, employees ...
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Conference Object
Variational equalities of directed information and applications
(2013)In this paper we introduce two variational equalities of directed information, which are analogous to those of mutual information employed in the Blahut-Arimoto Algorithm (BAA). Subsequently, we introduce nonanticipative ...