基于小波变换的雷达信号检测方法

Shanwen Zhang, Jianbo Fan, L. Shou, Jinxiang Dong
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引用次数: 5

摘要

本文提出了一种基于小波分析的有效的雷达信号检测方法。本文综述了小波分析在雷达回波探测雷达目标方面的研究进展。介绍了小波分析的基本原理,包括连续小波变换和离散小波变换。然后介绍了其具体应用,即雷达目标探测。本文利用小波变换对雷达回波进行预处理,得到了小波变换不同尺度下的多个数据序列。然后,这些多个数据序列可以用作独立分量分析传感器的输入,以检测单个独立源。将该方法应用于真实信号序列的雷达目标检测中。结果表明,该方法与小波变换相结合是有效的。对于我国防空武器系统的雷达信号处理和目标识别具有较大的理论意义和实际应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Detection Method of Radar Signal by Wavelet Transforms
In this paper, an effective detection method of radar signal is presented based on the wavelet analysis. The purpose of this paper is to provide the review of the wavelet analysis research and to detect radar target from radar echo. The theory of wavelet analysis is presented including continuous and discrete wavelet transform. Then specific application, namely radar target detection is presented. In this paper, using wavelet transform to preprocess the radar echo, we are able to obtain multiple data series at different scales of the wavelet transform. These multiple data series can then be used as input to sensors of independent component analysis for detection of a single independent source. The proposed method is applied to radar target detection using a real signal series. It is demonstrated that the method in combination with wavelet transform is effective with feasible result. It has greater theoretical significance and actual applied value in regarded to radar signal processing and target identifying in our aerial defense weapon system.
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