无线电发射设备频谱异常检测与干扰定位研究

Research on Spectrum Anomaly Detection and Interference Localization of Radio Transmission Equipment

文章首先介绍了研究的背景和动机,强调了频谱异常检测与干扰定位的重要性。然后对频谱异常检测进行了定义、分类和分析其常见原因,同时阐述了干扰定位的概念和技术。在此基础上,提出了频谱异常检测方法,包括统计分析和机器学习方法,明确了设计频谱异常检测系统的关键要点。最后探讨了干扰定位技术,包括基于信号特性和网络拓扑的方法,以及相关硬件设备和数据处理问题。

This article first introduces the background and motivation of the research,emphasizing the importance of spectrum anomaly detection and interference localization.Then,the definition,classification,and analysis of common causes of spectrum anomaly detection were defined,and the concept and technology of interference localization were elaborated.On this basis,a spectrum anomaly detection method was proposed,including statistical analysis and machine learning methods,clarifying the key points of designing a spectrum anomaly detection system.Finally,interference localization techniques were discussed,including methods based on signal characteristics and network topology,as well as related hardware equipment and data processing issues.