Rate Region of the One-Help-Two Quadratic Gaussian Source-Coding Problem with Markovity
We study the quadratic Gaussian one-help-two source-coding problem with Markovity, in which three encoders separately encode the components of a memoryless vector-Gaussian source that form a Markov chain and the central decoder aims to reproduce the first and the second components in the chain subje...
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| Published in: | IEEE transactions on information theory Vol. 69; no. 3; p. 1 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
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New York
IEEE
01.03.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 0018-9448, 1557-9654 |
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| Abstract | We study the quadratic Gaussian one-help-two source-coding problem with Markovity, in which three encoders separately encode the components of a memoryless vector-Gaussian source that form a Markov chain and the central decoder aims to reproduce the first and the second components in the chain subject to individual mean-squared distortion constraints. We determine the rate region under a high-resolution assumption for the middle source. |
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| AbstractList | We study the quadratic Gaussian one-help-two source-coding problem with Markovity, in which three encoders separately encode the components of a memoryless vector-Gaussian source that form a Markov chain and the central decoder aims to reproduce the first and the second components in the chain subject to individual mean-squared distortion constraints. We determine the rate region under a high-resolution assumption for the middle source. |
| Author | Wagner, Aaron B. Bilgen, Omer |
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| SubjectTerms | Coders Coding Covariance matrices Decoding Distortion distributed compression Encoding Gaussian sources Markov chains Markov processes Multiterminal source-coding network information theory one-help-two problem Random variables Rate-distortion |
| Title | Rate Region of the One-Help-Two Quadratic Gaussian Source-Coding Problem with Markovity |
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