A Review of Research on Behavioral Reasoning of Communication Radiation Sources

Abstract

Behavioral reasoning of communication radiation sources refers to inferring their behavioral patterns and target intentions through observing and analyzing the signals emitted by communication radiation sources. Especially under non-cooperative conditions, the reasoning behind the behavior of communication radiation sources plays an essential role in the fields of electronic reconnaissance and signal intelligence. This article first clarifies and summarizes the definition and classification of the behavior of communication radiation sources. It then elucidates the meaning of behavioral reasoning of communication radiation sources and further distinguishes the differences and connections between behavioral analysis and behavioral recognition. Subsequently, it reviews the key technologies of behavioral reasoning for communication radiation sources and compares the latest research based on clustering algorithms, classification algorithms, deep learning, and behavioral characteristics. Finally, it analyzes and forecasts the challenges and development of the technology for behavioral reasoning of communication radiation sources.

Keywords

• |communication radiation sources|behavioral reasoning|clustering algorithm|classification algorithm|deep learning