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有损协作通信技术发展综述OA

A Review on Cooperative Lossy Communications

中文摘要英文摘要

信息论之父香农创立了有损通信理论,后由Wyner、Ziv、Berger和Tung等人发展为有损协作通信技术,由于其能够深度挖掘失真数据中的有效信息,如今已在物联网等智慧赋能网络中得到广泛应用.梳理了有损协作通信技术的发展历程及相关应用.首先,阐述有损协作通信在智慧赋能网络中的广泛应用前景,并从点对点通信和多端信源编码两方面对有损协作通信基础理论进行介绍;然后,对有损协作通信系统的可达速率-失真性能和中断概率性能的研究进展进行分析;最后,总结有损协作通信技术在信息时效性分析与优化方面的应用成果,并探讨有损协作通信技术的未来研究方向与发展潜力.

The father of information theory,Shannon,established the lossy communication theory,which was further extended to the cooperative lossy communication technology by researchers such as Wyner,Ziv,Berger,Tung,etc.Since the cooperative lossy communication technology can exploit the effective information in the lossy data in depth,it has been widely implemented in intelligent enabled networks including Internet of Things.The development of the lossy cooperative communication technology and its related applications are reviewed.First,the prospect of lossy cooperative communications in intelligent enabled networks is stated,and the fundamentals of lossy cooperative communications are introduced in terms of point-to-point communications and multi-terminal source coding.Then,the research progress on the achievable rate-distortion performance and the outage probability performance of lossy cooperative communication systems is analyzed.Finally,the application achievements of the lossy cooperative communication technology in information timeliness analysis and optimization are summarized,and the future work as well as the development potentials of the lossy cooperative communication technology are discussed.

李冠昌;连雅;倪涛;林文晟;李立欣

西北工业大学,陕西西安 710072上海卫星工程研究所,上海 201109

电子信息工程

有损通信协作通信中断概率信息年龄

lossy communicationscooperative communicationsoutage probabilityage of information

《移动通信》 2024 (006)

105-114 / 10

上海航天科技创新基金项目"天地一体化高可靠低时延大规模异构组网技术研究"(SAST2022052);国家自然科学基金青年项目"无人机协作监测决策系统的有损通信性能研究"(62001387);中国科协青年人才托举工程项目"大规模无人蜂群有损协作通信关键技术及应用"(2022QNRC001)

10.3969/j.issn.1006-1010.20230627-0002

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