语义编码与经典信道编码融合研究
Research on Fusion of Semantic Coding and Classical Channel Coding
向际鹰 1段向阳 1冯雨龙1
作者信息
- 1. 中兴通讯股份有限公司,中国 深圳 518057;移动网络和移动多媒体技术国家重点实验室,中国 深圳 518055
- 折叠
摘要
目前的语义通信研究尚未阐明语义编码与经典信道编码之间的关系、语义编码在现有通信框架中的可行性,以及影响语义编码的关键因素等.对基于联合信源信道编码的语义通信系统进行了理论分析,设计了语义编码与经典信道编码的融合实验,展示了语义编码的潜在优势,探索了语义编码与经典信道编码之间的关系,研究了后续将语义通信应用于经典通信框架的基础方法.
Abstract
Current research on semantic communication has not yet elucidated the relationship between semantic coding and classical chan-nel coding,the feasibility of semantic coding within existing communication frameworks,and the critical factors influencing semantic coding.In this paper,we conduct theoretical analysis of the semantic communication system based on joint source-channel coding and perform the integrated experiment between semantic coding and traditional channel coding.These efforts partially reveal the potential advantages of se-mantic communication,establish the relationship between semantic coding and classical channel coding,and lay the foundation for the fu-ture application of semantic communication within classical communication frameworks.
关键词
人工智能/语义通信/经典信道编码/联合信源信道编码/融合实验Key words
artificial intelligence/semantic communication/classical channel coding/joint source-channel coding/integration experiments引用本文复制引用
基金项目
国家重点研发计划项目(2020YFB1807202)
出版年
2024
NETL
NSTL
万方数据