A new method of detecting multi-component LFM signals based on blind signal processing

作者：Guo, Qiang^*; Li, Yajun; Wang, Changhong

来源：Journal of Computers, 2011, 6(9): 1976-1982.

DOI：10.4304/jcp.6.9.1976-1982

• Blind signal processing
• Emitter signal
• Fractional Fourier transforms
• Independent component analyses (ICA)
• Linear frequency modulated
• Multi-component LFM
• Multicomponents
• Time frequency analysis

To effectively detect and recognize multicomponent Linear Frequency-Modulated (LFM) emitter signals, a multi-component LFM emitter signal analysis method based on the complex Independent Component Analysis(ICA) which was combined with the Fractional Fourier Transform(FRFT) was proposed. The idea which was adopted to this method was the time-domain separation and then time-frequency analysis, and in the low SNR cases, the problem which is generally plagued by noised of feature extraction of multi-component LFM signal based on FRFT is overcame. Compared to the traditional method of timefrequency analysis, the computer simulation results show that the proposed method for the multi-component LFM signals separation and feature extraction was better.

• 出版日期2011
• 单位哈尔滨工程大学