脉冲内调制LPI波形的STFT特征提取

Anupama Gupta, A. A. Bazil Rai
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引用次数: 36

摘要

LPI雷达是一类雷达系统,具有“看到和不被看到”的能力,即由于某些特性,使它们几乎不可见拦截雷达。LPI信号,除了不被无意的接收器发现之外,即使被拦截,被拦截的传输也不会向拦截器提供发送器的方位信息。因此,LPI波形使得雷达预警接收机、电子支援(ES)和电子情报接收机等被动接收机难以拦截,并且与敌方接收机相比,有助于增加目标的探测距离。因此,需要拦截嵌入噪声中的LPI信号,以便应用必要的电子对抗措施(ECM)。因此,本文的主要目标是研究对抗LPI雷达威胁的方法,因为专门设计的LPI波形,因此我们提出了一种算法来检测和识别LPI信号的参数,如频率,脉宽,PRI和调制,使用短时傅立叶变换(STFT),即使信噪比(SNR)为- 20dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Feature Extraction of Intra-Pulse Modulated LPI Waveforms Using STFT
LPI radar is a class of radar systems that has the ability ‘to see and not to be seen’ i.e. because of certain characteristics that make them nearly invisible to intercept radars. LPI signal, in addition to undetected ability by an unintended receiver, even if intercepted, an intercepted transmission provides no transmitter bearing information to the interceptor. Therefore, LPI waveforms make it tough to be intercepted by means of passive receivers such as radar warning receivers, electronic support (ES) and electronic intelligence receivers, and also help in increasing the detection range of target compared to adversary receiver. So it's needed to intercept the LPI signals embedded within noise so that necessary Electronic Counter Measures (ECM) can be applied. Thus, the primary objective of this paper is to investigate method to counter LPI radar threats because of the specially designed LPI waveforms for that we propose an algorithm to detect and identify the parameters of the LPI signals like frequency, pulse width, PRI, and modulations, using Short time Fourier transform (STFT), even when the signal-to-noise ratio (SNR) is −20dB.
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