无线电工程2025，Vol.55Issue(4)：757-766,10.DOI:10.3969/j.issn.1003-3106.2025.04.008
基于信道知识地图的智能通信与感知技术
Intelligent Communication and Sensing Technologies Based on Channel Knowledge Map
摘要
Abstract
With the proliferation of 5G technology and in-depth research into 6G,wireless communication networks are evolving from single-function communication systems to multi-functional collaborative systems.As key enablers of multi-functional collaborative systems,intelligent communication and sensing technologies have gained increasing attention.By achieving efficient data transmission through intelligent communication technologies and enabling precise environmental sensing with intelligent sensing technologies,multi-functional collaborative systems show promising applications in fields such as internet of vehicles,smart cities,and autonomous driving.However,challenges such as communication and sensing interference,resource allocation conflicts,and dynamic environment complexity impede the improvement of communication and sensing technologies.In this context,channel knowledge map technology,with its high-resolution spatial wireless signal distribution information,provides critical support for resource optimization,enhanced positioning,and environmental sensing in communication and sensing systems.The development history and research progress of channel knowledge map technology are reviewed.An in-depth exploration is conducted regarding the pivotal role played by these maps in supporting intelligent communication technologies and intelligent sensing technologies.The existing problems and challenges in current research are analyzed,and insights and prospects for future research directions are provided.关键词
信道知识地图/智能通信与感知技术/无线通信/环境感知Key words
channel knowledge map/intelligent communication and sensing technologies/wireless communication/environment sensing分类
电子信息工程引用本文复制引用
胡泽杨,成国梁,游昌盛..基于信道知识地图的智能通信与感知技术[J].无线电工程,2025,55(4):757-766,10.基金项目
深圳市科创委稳定支持计划面上项目(20231115131633001) （20231115131633001）
广东省自然科学基金面上项目(2024A1515010097) （2024A1515010097）
高水平专项资金(G03034K004,G030230001) General Program of Stable Support Plan of Shenzhen Science and Technology Innovation Commission(20231115131633001) （G03034K004,G030230001）
General Program of Guangdong Provincial Natural Science Foundation of China(2024A1515010097) （2024A1515010097）
High Level Special Funds(G03034K004,G030230001) （G03034K004,G030230001）
