摘要: |
提出了一种基于排序时频特性的雷达脉内调制信号识别算法。该
算法可分为三步:首先,通过检验信号时频曲线的互易回归特性,识别出线性调频信号;然
后,通过检验信号时频RANKIT图的正态性,识别出常规信号;最后,检验信号平方后时频RA
NKIT图的正态性,用以区分二相编码与四相编码信号。仿真结果表明,该算法无需接收信号
的任何先验知识,在较低信噪比条件下可实现对常用雷达脉内调制方式的有效识别。 |
关键词: 雷达信号 脉内调制 时频特性 线性回归 |
DOI: |
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基金项目:江苏省自然科学基金资助项目(BK2011837) |
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Intrapulse modulation recognition of radar signals based on ordered time-frequency curve |
YU Bao-ming,HU Guo-bing |
() |
Abstract: |
An intrapulse modulation recognition method is proposed based on the properties
of the ordered time frequency curve(TFC). The algorithm is divided into three st
eps: firstly, linear frequency modulation(LFM) signals can be recognized by test
ing of the character of the alternative regression for the TFC; and then, the no
rmal signals can be identified by the normality test of the RANKIT of others mod
ulation signals; thirdly, the binary phase shift keying(BPSK) signals and quadra
te phase shift keying(QPSK) signals can be classified by the normality test of t
he RANKIT of the squared signals. Simulation results show that the proposed meth
od is effective to recognize the common intrapulse modulation type signals at a
lower signal-to-noise ratio(SNR) without a priori knowledge. |
Key words: radar signal intrapulse modulation time-frequency curv
e linear regression |