Joint source-channel coding for 6G communications

被引:21
作者
Dong, Yanfei [1 ]
Dai, Jincheng [1 ]
Niu, Kai [1 ]
Wang, Sen [2 ]
Yuan, Yifei [2 ]
机构
[1] Beijing Univ Posts & Telecommun, Key Lab Univ Wireless Commun, Beijing 100876, Peoples R China
[2] China Mobile Res Inst, Beijing 100876, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
6G; joint source and channel coding; doubel LDPC codes; doubel polar codes; PROTOGRAPH LDPC CODES; DESIGN; CAPACITY; VISION; REQUIREMENTS; POLARIZATION; CHALLENGES; INTERNET;
D O I
10.23919/JCC.2022.03.007
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
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.
引用
收藏
页码:101 / 115
页数:15
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