Browsing by Subject "Closed-form expression"
Now showing items 1-6 of 6
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Conference Object
Capacity of Binary State Symmetric Channel with and without feedback and transmission cost
(Institute of Electrical and Electronics Engineers Inc., 2015)We consider a unit memory channel, called Binary State Symmetric Channel (BSSC), in which the channel state is the modulo2 addition of the current channel input and the previous channel output. We derive closed form ...
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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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Article
Power conserving bond graph based modal representations and model reduction of lumped parameter systems
(2014)Dynamic analysis is extensively used to study the behavior of continuous and lumped parameter linear systems. In addition to the physical space, analyses can also be performed in the modal space where very useful frequency ...
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Article
Sequential Necessary and Sufficient Conditions for Capacity Achieving Distributions of Channels with Memory and Feedback
(2017)We derive sequential necessary and sufficient conditions for any channel input conditional distribution P0,n δ {PXt |Xt?1,Yt?1 : T = 0, . . . , n} to maximize the finite-Time horizon directed information defined by CFB ...
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Conference Object
Sequential Necessary and Sufficient Conditions for optimal channel input distributions of channels with memory and feedback
(Institute of Electrical and Electronics Engineers Inc., 2016)We derive Sequential Necessary and Sufficient Conditions (SNSC) for any channel input distribution equation to maximize directed information for channel distributions of the form equation, where Xn t {X0., Xn} and Yn t ...
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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 ...