Codeword averaged density evolution for distributed joint source and channel coding with decoder side information

The authors consider applying the systematic low-density parity-check codes with the parity based approach to the lossless (or near lossless) distributed joint source channel coding (DJSCC) with the decoder side information for the non-uniform sources over the asymmetric memoryless transmission chan...

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Vydáno v:IET communications Ročník 8; číslo 8; s. 1325 - 1335
Hlavní autoři: Cen, Feng, Zhu, Fanglai
Médium: Journal Article
Jazyk:angličtina
Vydáno: Stevenage The Institution of Engineering and Technology 01.05.2014
John Wiley & Sons, Inc
Témata:
asymmetric memoryless transmission channel
Asymmetry
channel coding
Channels
codeword averaged density evolution
Coding
combined source‐channel coding
Correlation
decoder side information
Decoders
decoding
Density
distributed joint source channel coding
DJSCC
equivalent channel coding model
Evolution
Parity
parity check codes
parity variable nodes
systematic low‐density parity‐check codes
decoder side information
DE
systematic low-density parity-check codes
channel coding
parity check codes
combined source-channel coding
parity variable nodes
DJSCC
decoding
distributed joint source channel coding
codeword averaged density evolution
asymmetric memoryless transmission channel
equivalent channel coding model
ISSN:1751-8628, 1751-8636
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Shrnutí:The authors consider applying the systematic low-density parity-check codes with the parity based approach to the lossless (or near lossless) distributed joint source channel coding (DJSCC) with the decoder side information for the non-uniform sources over the asymmetric memoryless transmission channel. By using an equivalent channel coding model, which consists of two parallel subchannels: a correlation and a transmission sub-channel, respectively, they derive the codeword averaged density evolution (DE) for the DJSCC with the decoder side information for the asymmetrically correlated non-uniform sources over the asymmetric memoryless transmission channel. A new code ensemble definition of the irregular codes is introduced to distinguish between the source and the parity variable nodes, respectively. Extensive simulations demonstrate the effectiveness of the codeword averaged DE.
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ISSN:1751-8628
1751-8636
DOI:10.1049/iet-com.2013.1005