基于时变AR模型的雷达ESM信号多径抑制

doi:10.3969/j.issn.1001-2400.2010.04.004

J4 ›› 2010, Vol. 37 ›› Issue (4): 602-607.doi: 10.3969/j.issn.1001-2400.2010.04.004

基于时变AR模型的雷达ESM信号多径抑制

李林;姬红兵;时银水

(西安电子科技大学电子工程学院，陕西西安 710071)

收稿日期:2009-06-08 修回日期:2009-12-23 出版日期:2010-08-20 发布日期:2010-10-11
通讯作者: 李林
作者简介:李林(1980-)，男，讲师，博士，E-mail: lilin@xidian.edu.cn．

Multipath rejection of radar ESM signals based on the time-varying AR model

LI Lin;JI Hong-bing;SHI Yin-shui

(School of Electronic Engineering, Xidian Univ., Xi'an 710071， China)

Received:2009-06-08 Revised:2009-12-23 Online:2010-08-20 Published:2010-10-11
Contact: LI Lin

摘要/Abstract

摘要：

针对雷达ESM信号存在多径干扰，从而影响信号特征提取以及辐射源识别的问题，提出了一种多径抑制新方法．首先采用非线性能量算子方法对多径时延进行粗估计，再利用基于时间函数扩展的时变AR模型方法对信号进行预测．然后根据多径时延粗估计和预测序列，采用最小二乘方法精确估计时延和多径幅度因子．在此基础上，提出一种逐级抑制的多径信号滤波方案．对仿真信号和实测雷达辐射源信号进行实验，结果证明该方法可有效实现信号多径估计与抑制．

关键词: 时变AR模型, 多径抑制, 雷达ESM信号, 时延估计

Abstract:

Usually, there is multipath interference in radar ESM signals, which will influence the correctness of feature extraction and emitter recognition. A multipath rejection method based on the time-varying AR model is proposed in this paper. First, the nonlinear energy operator method is used for the approximate estimation of multipath time delay. Then the time-varying AR model based on the time function is used for sequence prediction. And the precise multipath time delay and amplitudes factor are obtained by the LS method, on the basis of which a stepwise rejection method is proposed for the multipath signal filtering. Finally, experiments on simulation and actual radar emitter signals verify the correctness and efficiency of the proposed method for multipath rejection.

Key words: time-varying AR model, multipath rejection, radar ESM signal, time delay estimation

李林;姬红兵;时银水. 基于时变AR模型的雷达ESM信号多径抑制[J]. J4, 2010, 37(4): 602-607.

LI Lin;JI Hong-bing;SHI Yin-shui. Multipath rejection of radar ESM signals based on the time-varying AR model[J]. J4, 2010, 37(4): 602-607.

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基于时变AR模型的雷达ESM信号多径抑制

Multipath rejection of radar ESM signals based on the time-varying AR model

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