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一种单信道时频重叠信号调制识别方法
曾创展,贾鑫,刘淑茜
0
(装备学院 研究生管理大队,北京 101416;装备学院 光电装备系,北京 101416;空天宽带网络技术协同创新实验室,北京 100094)
摘要:
针对单信道时频重叠信号调制方式的识别分类问题,提出了基于信号相关特性的调制识别方法。在研究所选数字通信信号的相关特性的基础上,提取信号延迟相关和瞬时自相关谱峰的数量、幅度和位置方差作为特征参数,实现了同载频时频重叠双信号的调制识别。仿真结果表明,在理想高斯白噪声背景下,该方法具有良好的识别性能,当信噪比大于-5 dB时,其正确识别率达到95%以上。
关键词:  调制识别  单信道时频重叠  延迟相关  瞬时自相关
DOI:
基金项目:
A modulation recognition method for time-frequency overlapped signals in single channel
ZENG Chuangzhan,JIA Xin,LIU Shuqian
()
Abstract:
To solve the problem of modulation recognition of two time-frequency overlapped signals in single channel,a method based on correlation characteristics is proposed. On the basis of studying the correlation characteristics of the selected digital communication signals,the spectrum peaks′ amount,amplitudes,and location variance of signals′ delay correlation and instantaneous correlation are extracted as the feature parameters to achieve modulation recognition of two time-frequency overlapped signals with the same carrier frequency. Simulation results show that this method has good performance in the Gaussian noise,and when signal-to-noise ratio(SNR) is above -5 dB,the average correct recognition rate is beyond 95%.
Key words:  modulation recognition  time-frequency overlapped in single channel  delay correlation  instantaneous correlation