Message and Causal Asymmetric State Transmission Over the State-Dependent Degraded Broadcast Channel
We study data transmission and asymmetric state communication over a state-dependent two-user discrete memoryless degraded broadcast channel. In our model the encoder, to whom the state information is available either strictly-causally or causally, in addition to transmitting data reliably to each o...
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Veröffentlicht in: | IEEE transactions on information theory 2020-06, Vol.66 (6), p.3342-3365 |
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description | We study data transmission and asymmetric state communication over a state-dependent two-user discrete memoryless degraded broadcast channel. In our model the encoder, to whom the state information is available either strictly-causally or causally, in addition to transmitting data reliably to each of the users must also provide the "higher quality" user with a description of the memoryless state sequence with some defined fidelity. The capacity region-i.e. the set of attainable rate-pairs given a maximal-allowed distortion when the state reconstruction fidelity is measured using a single-letter distortion function-is computed in the absence as well as in the presence of feedback from the "higher quality" output to the encoder. In the no-feedback cases we also study the constrained source-coding problem wherein the encoder is required to form a reconstruction that should predict the decoder's reconstruction within a given distortion, and establish the respective capacity regions. Finally, in the strictly-causal setting without feedback and when the encoder is required to form a reconstruction that should coincide with the decoder's reconstruction with probability close to one we characterize the Common-Reconstruction capacity region. |
doi_str_mv | 10.1109/TIT.2020.2983157 |
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(IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-8206-9209</orcidid></search><sort><creationdate>20200601</creationdate><title>Message and Causal Asymmetric State Transmission Over the State-Dependent Degraded Broadcast Channel</title><author>Bross, Shraga I.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-de9f9c54ee4c1a87e04dc682616c46ab97b5e05a7c21ab8c21e18d2ea2ea79ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Accuracy</topic><topic>Asymmetry</topic><topic>Capacity region</topic><topic>causal</topic><topic>Coders</topic><topic>Data communication</topic><topic>Data models</topic><topic>Data transmission</topic><topic>Decoding</topic><topic>degraded broadcast channel (DBC)</topic><topic>Distortion</topic><topic>Feedback</topic><topic>Receivers</topic><topic>Reconstruction</topic><topic>Reliability</topic><topic>RNA</topic><topic>side-information</topic><topic>state-dependent (SD)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bross, Shraga I.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on information theory</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bross, Shraga I.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Message and Causal Asymmetric State Transmission Over the State-Dependent Degraded Broadcast Channel</atitle><jtitle>IEEE transactions on information theory</jtitle><stitle>TIT</stitle><date>2020-06-01</date><risdate>2020</risdate><volume>66</volume><issue>6</issue><spage>3342</spage><epage>3365</epage><pages>3342-3365</pages><issn>0018-9448</issn><eissn>1557-9654</eissn><coden>IETTAW</coden><abstract>We study data transmission and asymmetric state communication over a state-dependent two-user discrete memoryless degraded broadcast channel. In our model the encoder, to whom the state information is available either strictly-causally or causally, in addition to transmitting data reliably to each of the users must also provide the "higher quality" user with a description of the memoryless state sequence with some defined fidelity. The capacity region-i.e. the set of attainable rate-pairs given a maximal-allowed distortion when the state reconstruction fidelity is measured using a single-letter distortion function-is computed in the absence as well as in the presence of feedback from the "higher quality" output to the encoder. In the no-feedback cases we also study the constrained source-coding problem wherein the encoder is required to form a reconstruction that should predict the decoder's reconstruction within a given distortion, and establish the respective capacity regions. Finally, in the strictly-causal setting without feedback and when the encoder is required to form a reconstruction that should coincide with the decoder's reconstruction with probability close to one we characterize the Common-Reconstruction capacity region.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TIT.2020.2983157</doi><tpages>24</tpages><orcidid>https://orcid.org/0000-0002-8206-9209</orcidid></addata></record> |
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subjects | Accuracy Asymmetry Capacity region causal Coders Data communication Data models Data transmission Decoding degraded broadcast channel (DBC) Distortion Feedback Receivers Reconstruction Reliability RNA side-information state-dependent (SD) |
title | Message and Causal Asymmetric State Transmission Over the State-Dependent Degraded Broadcast Channel |
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