Joint source-channel coding for 6G communications

In order to provide ultra low-latency and high energy-efficient communication for intelligences, the sixth generation (6G) wireless communication networks need to break out of the dilemma of the depleting gain of the separated optimization paradigm. In this context, this paper provides a comprehensi...

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Vydáno v:China communications Ročník 19; číslo 3; s. 101 - 115
Hlavní autoři: Dong, Yanfei, Dai, Jincheng, Niu, Kai, Wang, Sen, Yuan, Yifei
Médium: Journal Article
Jazyk:angličtina
Vydáno: China Institute of Communications 01.03.2022
The Key Laboratory of Universal Wireless Communications,Ministry of Education,Beijing University of Posts and Telecommunications,Beijing 100876,China%China Mobile Research Institute,Beijing 100876,China
Témata:
5G mobile communication
6G mobile communication
Decoding
doubel LDPC codes
doubel polar codes
Encoding
joint source and channel coding
Measurement
Parity check codes
Polar codes
6G
doubel polar codes
doubel LDPC codes
joint source and channel coding
ISSN:1673-5447
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Popis
Shrnutí:In order to provide ultra low-latency and high energy-efficient communication for intelligences, the sixth generation (6G) wireless communication networks need to break out of the dilemma of the depleting gain of the separated optimization paradigm. In this context, this paper provides a comprehensive tutorial that overview how joint source-channel coding (JSCC) can be employed for improving overall system performance. For the purpose, we first introduce the communication requirements and performance metrics for 6G. Then, we provide an overview of the source-channel separation theorem and why it may not hold in practical applications. In addition, we focus on two new JSCC schemes called the double low-density parity-check (LDPC) codes and the double polar codes, respectively, giving their detailed coding and decoding processes and corresponding performance simulations. In a nutshell, this paper constitutes a tutorial on the JSCC scheme tailored to the needs of future 6G communications.
ISSN:1673-5447
DOI:10.23919/JCC.2022.03.007