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无线通信网络自优化智能抗干扰机理及架构

DING Yue HAN Chen AN Kang LIN Zhi ZHANG Yusi ZHOU Zhanyang

电讯技术2025，Vol.65Issue(12)：2022-2032,11.

电讯技术2025，Vol.65Issue(12)：2022-2032,11.DOI:10.20079/j.issn.1001-893x.240715004

无线通信网络自优化智能抗干扰机理及架构

Self-optimizing Intelligent Anti-jamming Mechanism and Architecture for Wireless Communication Networks

DING Yue ¹HAN Chen ²AN Kang ³LIN Zhi ⁴ZHANG Yusi ³ZHOU Zhanyang²

作者信息

1. School of Electronic and Information Engineering,Nanjing University of Information Science and Technology,Nanjing 210044,China||The 63rd Research Institute,National University of Defense Technology,Nanjing 210007,China
2. The 63rd Research Institute,National University of Defense Technology,Nanjing 210007,China||College of Electronic Science and Technology,National University of Defense Technology,Changsha 410073,China
3. The 63rd Research Institute,National University of Defense Technology,Nanjing 210007,China
4. College of Electronic Engineering,National University of Defense Technology,Hefei 230037,China
折叠

摘要

Abstract

First,the mechanisms of self-optimizing intelligent anti-jamming are deeply explored from three aspects:learning models,network control,and resource cooperation.Then,a self-optimizing intelligent anti-jamming architecture is proposed,combining key technologies such as adversarial machine learning,deep reinforcement learning,coalition formation game,and bilateral matching game,to empower the self-optimizing intelligent anti-jamming capabilities of wireless communication networks.Through concept analysis,theoretical discussion and technical comparison,the potential of the architecture in enhancing the ability of self-discovery,self-update,and self-adaptability is revealed.Finally,future research work is prospected,in hope of providing a comprehensive perspective and guiding research in the field of anti-jamming for wireless communication networks.

关键词

无线通信网络/智能抗干扰/自优化/博弈学习

Key words

wireless communication network/intelligent anti-jamming/self-optimization/game learning

分类

信息技术与安全科学

引用本文复制引用

DING Yue,HAN Chen,AN Kang,LIN Zhi,ZHANG Yusi,ZHOU Zhanyang..无线通信网络自优化智能抗干扰机理及架构[J].电讯技术,2025,65(12):2022-2032,11.

基金项目

国家自然科学基金资助项目(62201593,62471480,62201592,62171466) （62201593,62471480,62201592,62171466）

电讯技术

OA北大核心

ISSN：1001-893X

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