Browsing by Author "Loyka, Sergey"
Now showing items 1-7 of 7
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Conference Object
Asymptotic Reverse-Waterfilling Characterization of Nonanticipative Rate Distortion Function of Vector-Valued Gauss-Markov Processes with MSE Distortion
Stavrou, Photios A.; Charalambous, Themistoklis; Charalambous, Charalambos D.; Loyka, Sergey; Skoglund, Mikael (IEEE, 2018)In this paper, we revisit the asymptotic reverse-waterfilling characterization of the nonanticipative rate distortion function (NRDF) derived for a time-invariant multidimensional Gauss-Markov processes with mean-squared ...
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Article
Capacity Achieving Distributions \& Information Lossless Randomized Strategies for Feedback Channels with Memory: The LQG Theory of Directed Information-Part II
Charalambous, Charalambos D.; Kourtellaris, Christos K.; Loyka, Sergey (2016)
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Article
Capacity Achieving Distributions and Separation Principle for Feedback Gaussian Channels With Memory: the LQG Theory of Directed Information
Charalambous, Charalambos D.; Kourtellaris, Christos K.; Loyka, Sergey (2018)A method is developed to realize optimal channel input conditional distributions, which maximize the finite transmission feedback information (FTFI) capacity, often called $n$ -block length feedback capacity, by information ...
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Conference Object
Control-Coding Capacity of Decision Models Driven by Correlated Noise and Gaussian Application Examples
Charalambous, Charalambos D.; Kourtellaris, Christos K.; Loyka, Sergey (2018)We characterize the n -finite time feedback information (FTFI) control-coding capacity of decision models (DMs) driven by correlated noise. Under information stability the per unit limit, called control-coding (CC) capacity ...
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Conference Object
The Decentralized Structures of Capacity Achieving Distributions of Channels with Memory and Feedback
Charalambous, Charalambos D.; Kourtellaris, Christos K.; Tzortzis, Ioannis; Loyka, Sergey (ETH Zurich, 2018)
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Conference Object
The Operational Capacity of Compound Uniformly-Ergodic Fading Channels
Loyka, Sergey; Charalambous, Charalambos D. (ETH Zurich, 2018)
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Article
Optimal Estimation via Nonanticipative Rate Distortion Function and Applications to Time-Varying Gauss--Markov Processes
Stavrou, Photios A.; Charalambous, Themistoklis; Charalambous, Charalambos D.; Loyka, Sergey (2018)In this paper, we develop finite-time horizon causal filters for general processes taking values in Polish spaces using the nonanticipative rate distortion function ($NRDF$). Subsequently, we apply the $NRDF$ to design ...