Source-channel coding with multiple classes
Irina E. Bocharova, Albert Guillén i Fàbregas, Boris D. Kudryashov, Alfonso García Martínez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
Abstract
Irina E. Bocharova, Albert Guillén i Fàbregas, Boris D. Kudryashov, Alfonso García Martínez, Adrià Tauste Campo, Gonzalo Vazquez-Vilar
Abstract
We study a source-channel coding scheme in which source messages are assigned to classes and encoded using a channel code that depends on the class index. While each class code can be seen as a concatenation of a source code and a channel code, the overall performance improves on that of separate source-channel coding and approaches that of joint source-channel coding as the number of classes increases. The performance of this scheme is studied by means of random-coding bounds and validated by simulation of a low-complexity implementation using existing source and channel codes.
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We study a source-channel coding scheme in which source messages are assigned to classes and encoded using a channel code that depends on the class index. While each class code can be seen as a concatenation of a source code and a channel code, the overall performance improves on that of separate source-channel coding and approaches that of joint source-channel coding as the number of classes increases. The performance of this scheme is studied by means of random-coding bounds and validated by simulation of a low-complexity implementation using existing source and channel codes.
Key concepts: Variable-length code, Computer science, Channel code, Source code, Coding (social sciences), Shannon–Fano coding, Concatenation (mathematics), Channel (broadcasting)