A New Method of Detecting Multi-component LFM Signals Based on Blind Signal Processing
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| Title | A New Method of Detecting Multi-component LFM Signals Based on Blind Signal Processing |
| Authors | |
| Abstract | 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 feature extraction of multi-component LFM signal based on FRFT is overcame. Compared to the traditional method of time-frequency analysis,the computer simulation results show that the proposed method for the multi-component LFM signals separtion and feature extraction was better. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2011-08-01 |
| Source | Journal of Computers Vol 6, No 9 (2011): Special Issue: Changes in Computer Application for Economic Analysis of Law and |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |