Title :
Blind source separation used for radar anti-jamming
Author :
Huang, Gaoming ; Yang, Luxi ; Guoqing Su
Abstract :
In radar system research, the performance of radar anti-jamming is a problem for a long time. Radar can acquire a better testing and tracing ability if the problem solved. The localization of traditional signal processing methods is become more rigorous under the complicated environments. In this paper, we analyzed the course of radar signal processing and the methods of blind source separation (BSS). We applied an ICA/BSS method based on Gaussian moments to radar anti-jamming. Simulation results are also presented, from which we can see that the method of radar anti-jamming based on BSS is practically feasible.
Keywords :
Gaussian distribution; blind source separation; independent component analysis; jamming; radar signal processing; Gaussian moments; ICA method; blind source separation methods; independent component analysis method; radar antijamming; radar signal processing; radar system; Array signal processing; Blind source separation; Jamming; Modems; Radar antennas; Radar signal processing; Receiving antennas; Signal processing; Signal processing algorithms; Source separation;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1281130