Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels
A joint source-channel coding (JSCC) scheme based on hybrid digital/analog coding is proposed for the transmission of correlated sources over discrete-memoryless two-way channels (DM-TWCs). The scheme utilizes the correlation between the sources in generating channel inputs, thus enabling the users...
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| Veröffentlicht in: | Proceedings / IEEE International Symposium on Information Theory S. 1322 - 1326 |
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01.07.2019
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| ISSN: | 2157-8117 |
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| Abstract | A joint source-channel coding (JSCC) scheme based on hybrid digital/analog coding is proposed for the transmission of correlated sources over discrete-memoryless two-way channels (DM-TWCs). The scheme utilizes the correlation between the sources in generating channel inputs, thus enabling the users to coordinate their transmission to combat channel noise. The hybrid scheme also subsumes prior coding methods such as rate-one separate source-channel coding and uncoded schemes for two-way lossy transmission, as well as the correlation-preserving coding scheme for (almost) lossless transmission. Moreover, we derive a distortion outer bound for the source-channel system using a genie-aided argument. A complete JSSC theorem for a class of correlated sources and DM-TWCs whose capacity region cannot be enlarged via interactive adaptive coding is also established. Examples that illustrate the theorem are given. |
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| AbstractList | A joint source-channel coding (JSCC) scheme based on hybrid digital/analog coding is proposed for the transmission of correlated sources over discrete-memoryless two-way channels (DM-TWCs). The scheme utilizes the correlation between the sources in generating channel inputs, thus enabling the users to coordinate their transmission to combat channel noise. The hybrid scheme also subsumes prior coding methods such as rate-one separate source-channel coding and uncoded schemes for two-way lossy transmission, as well as the correlation-preserving coding scheme for (almost) lossless transmission. Moreover, we derive a distortion outer bound for the source-channel system using a genie-aided argument. A complete JSSC theorem for a class of correlated sources and DM-TWCs whose capacity region cannot be enlarged via interactive adaptive coding is also established. Examples that illustrate the theorem are given. |
| Author | Weng, Jian-Jian Alajaji, Fady Linder, Tamas |
| Author_xml | – sequence: 1 givenname: Jian-Jian surname: Weng fullname: Weng, Jian-Jian organization: Department of Mathematics and Statistics, Queen's University, Kingston, ON, K7L 3N6, Canada – sequence: 2 givenname: Fady surname: Alajaji fullname: Alajaji, Fady organization: Department of Mathematics and Statistics, Queen's University, Kingston, ON, K7L 3N6, Canada – sequence: 3 givenname: Tamas surname: Linder fullname: Linder, Tamas organization: Department of Mathematics and Statistics, Queen's University, Kingston, ON, K7L 3N6, Canada |
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| Snippet | A joint source-channel coding (JSCC) scheme based on hybrid digital/analog coding is proposed for the transmission of correlated sources over... |
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| SubjectTerms | Channel coding Correlation Decoding Distortion hybrid coding Indexes joint source-channel coding lossy transmission Network information theory Propagation losses two-way channels |
| Title | Joint Source-Channel Coding for the Transmission of Correlated Sources over Two-Way Channels |
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