A survey on semantic communications:Technologies,solutions,applications and challenges
作者机构:School of Communication and Information EngineeringChongqing University of Posts and TelecommunicationsChongqing 400065China Baotou Vocational&Technical CollegeBaotou 014035China School of Information and Electronic EngineeringZhejiang Gongshang UniversityHangzhou 310018China Department of Electrical and Computer EngineeringNew Jersey Institute of TechnologyNewarkNJ 07102USA NokiaFinland
出 版 物:《Digital Communications and Networks》 (数字通信与网络(英文版))
年 卷 期:2024年第10卷第3期
页 面:528-545页
核心收录:
学科分类:0810[工学-信息与通信工程] 08[工学] 081001[工学-通信与信息系统]
基 金:supported by the Natural Science Foundation of China under Grants 61971084,62025105,62001073,62272075 the National Natural Science Foundation of Chongqing under Grants cstc2021ycjh-bgzxm0039,cstc2021jcyj-msxmX0031 the Science and Technology Research Program for Chongqing Municipal Education Commission KJZD-M202200601 the Support Program for Overseas Students to Return to China for Entrepreneurship and Innovation under Grants cx2021003,cx2021053
主 题:Semantic communication Semantic coding Semantic extraction Semantic communication framework Semantic communication applications
摘 要:Semantic Communication(SC)has emerged as a novel communication paradigm that provides a receiver with meaningful information extracted from the source to maximize information transmission throughput in wireless networks,beyond the theoretical capacity *** the extensive research on SC,there is a lack of comprehensive survey on technologies,solutions,applications,and challenges for *** this article,the development of SC is first reviewed and its characteristics,architecture,and advantages are ***,key technologies such as semantic extraction,semantic encoding,and semantic segmentation are discussed and their corresponding solutions in terms of efficiency,robustness,adaptability,and reliability are *** of SC to UAV communication,remote image sensing and fusion,intelligent transportation,and healthcare are also presented and their strategies are ***,some challenges and future research directions are presented to provide guidance for further research of SC.