Current Trends on Deep Learning-aided Channel Coding.

Tuyet-Mai Dang,Eunyoung Cho,Sang-Hyo Kim

ICTC(2022)

引用 0|浏览0
暂无评分
摘要
Artificial intelligence (AI)-aided approaches are emerging in solving physical layer communication problems. In this paper, we focus on applications of deep learning (DL) in channel coding for wireless communications and provide a survey on related topics. We describe various decoding problems of short linear codes and LDPC codes assisted by deep neural networks. The survey will be concluded with a list of future research directions.
更多
查看译文
关键词
AI,machine learning,DL,neural belief propagation,channel coding,error-correcting codes,5G,6G
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要