A Radar Anti-jamming Technology Based on Canonical Correlation Analysis
A Radar Anti-jamming Technology Based on Canonical Correlation Analysis
复制标题
基于典型相关分析的雷达抗干扰技术
DOI：
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发表时间：
2005
期刊：
影响因子：
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通讯作者：
Luxi Yang
中科院分区：
文献类型：
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作者：
Zhimao Bai;Gaoming Huang;Luxi Yang
在雷达系统中，抗干扰性能一直是一个难题。该问题的解决可以使雷达获得更好的探测和跟踪能力。传统信号处理方法在复杂环境下的局限性越来越明显。本文分析了雷达信号处理的流程和典型相关分析方法。针对雷达抗干扰问题，提出了一种基于CCA的多步处理方法。仿真结果表明，这种新的雷达抗干扰方法是有效可行的
In radar system the anti-jamming performance has always been a problem for a long time. Radar can acquire a better detecting and tracking ability if the problem is solved. The limitations of traditional signal processing methods have become more evident under complicated environments. In this paper, we analyze the flow of radar signal processing and the methods of canonical correlation analysis (CCA). We put forward a multi-step processing method based on CCA for radar anti-jamming. Simulation results are also presented, from which it can be seen that the novel method of radar anti-jamming is practically efficient and feasible