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Removal of jamming using independent component analysis in non-cooperative passive detection system

Removal of jamming using independent component analysis in non-cooperative passive detection system
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摘要 Due to electronic jamming transmitted by hostile electromc jamming equtpmcnts tional jamming from other illuminating sources in the complex electromagnetic environment, the per- formance of non-cooperative passive detection systems may degrade it significantly. To solve the problem, a receiving frame with multiple channels for signal preprocessing is designed and a theoret- ical analysis to the received signals in the complex electromagnetic environment is provided. Fur- thermore, a scheme for jamming removal using independent component analysis is proposed. Simula- tion results demonstrate the proposed scheme appears as a very appealing solution for removal of jam- ming and an approximate lOdB signal to distortion ratio over traditional schemes is obtained. Due to electronic jamming transmitted by hostile electronic jamming equipments and unintentional jamming from other illuminating sources in the complex electromagnetic environment,the performance of non-cooperative passive detection systems may degrade it significantly.To solve the problem,a receiving frame with multiple channels for signal preprocessing is designed and a theoretical analysis to the received signals in the complex electromagnetic environment is provided.Furthermore,a scheme for jamming removal using independent component analysis is proposed.Simulation results demonstrate the proposed scheme appears as a very appealing solution for removal of jamming and an approximate 10 dB signal to distortion ratio over traditional schemes is obtained.
出处 《High Technology Letters》 EI CAS 2016年第2期177-182,共6页 高技术通讯(英文版)
基金 Supported by the National High Technology Research and Development Programme of China(No.2012AA7014061,2013AA7014061)
关键词 non-cooperative passive detection system jamming removal independent compo-nent analysis (ICA) 无源探测系统 电子干扰 独立分量分析 信号预处理 协同 独立成分分析 电磁环境 仿真结果
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参考文献28

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