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线性约束和协方差矩阵重构的主瓣干扰抑制算法研究

study on mainlobe interference suppression algorithm based on linear constraints and covariance matrix reconstruction

中文摘要英文摘要

基于特征投影和协方差矩阵重构(EP-CMR)的主瓣干扰抑制算法可以有效的抑制阵列天线接收数据中存在的主瓣干扰和旁瓣干扰,但是当主瓣干扰功率较高时,该算法合成方向图中旁瓣干扰方向上的零陷变浅甚至消失,抑制旁瓣干扰的能力变差。本文在EP-CMR算法的基础上提出了线性约束和协方差矩阵重构(LC-CMR)的主瓣干扰抑制算法。该算法首先利用重构后的协方差矩阵来计算自适应权矢量和重构回波数据;然后构造线性约束条件实现旁瓣干扰方向的准确置零,并利用最小二乘拟合算法修正自适应权矢量,使其满足约束条件;最后利用修正的自适应权矢量来处理重构后的回波数据获得输出。仿真结果表明,当主瓣干扰功率较高时,所提算法在有效抑制主瓣干扰的同时,能够保证旁瓣干扰信号方向具有较深的零陷,提高了系统的输出信干噪比。

he algorithm of mainlobe interference suppression based on eigen-projection and covariance matrix reconstruction (EP-CMR) can effectively suppress the mainlobe interference and sidelobe interference existing in the array antenna receiving data. However, when the power of mainlobe interference is higher, the sidelobe interference's null steering has become shallow or even disappeared, which will decrease the performance of the sidelobe interference suppression. In accordance with the EP-CMR, an improved algorithm based on linear constraints and covariance matrix reconstruction (LC-CMR) is proposed in this paper. Firstly, the adaptive weight vector and reconstructed echo data can be obtained by the reconstructed covariance matrix; Secondly, the liner constraints is used to certify beam pattern nulling in the sidelobe interference direction, and the least square fitting algorithm is used to modify the adaptive weight vector, which makes the modified weight vector satisfy the linear constraints; Thirdly, the output of the adaptive beamforming can be calculated by the modified weight vector and processed echo data. Simulation results have shown that the proposed algorithm in this paper can ensure the deeper null steering in the sidelobe interference direction while effectively suppressing the mainlobe interference, and thus raise the output SINR of the system in the case of the higher power of the mainlobe interference.

廖艳苹、卢刘健

电子对抗雷达

自适应波速形成主瓣干扰旁瓣干扰协方差矩阵重构线性约束

daptive beamformingmainlobe interferencesidelobe interferencecovariance matrix reconstructionlinear constrains

廖艳苹,卢刘健.线性约束和协方差矩阵重构的主瓣干扰抑制算法研究[EB/OL].(2016-02-02)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201602-25.点此复制

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