From Adaptive Communication Anti-Jamming to Intelligent Communication Anti-Jamming: 50 Years of Evolution

Abstract

Herein, a comprehensive review of the evolution of intelligent communication anti-jamming techniques is provided. First, a clear definition of the concept and elaboration on the inherent connotations and capability characteristics of intelligent communication anti-jamming is provided. Additionally, the initial construction of an intelligent communication anti-jamming system architecture is outlined. Subsequently, the development of intelligent communication anti-jamming is delved, tracing its progression from early-stage adaptive anti-jamming techniques to the more recent advancements in intelligent anti-jamming, which are primarily based on game theory and machine learning. Moreover, the latest research findings in this domain are thoroughly examined and the existing challenges and bottlenecks that hinder current research progress are highlighted. Finally, several viable research directions for future studies in the field of intelligent anti-jamming are proposed. The objective is to facilitate readers in gaining a comprehensive understanding of the concept, characteristics, and system architecture of intelligent communication anti-jamming. Additionally, it is aimed to provide a comprehensive overview of the developmental process and current state of research, thereby furnishing conceptual and theoretical support for the design of more effective and practical intelligent communication anti-jamming systems.