The DOA Estimation Method for Low-Altitude Targets under the Background of Impulse Noise

被引:3
|
作者
Lin, Bin [1 ,2 ]
Hu, Guoping [1 ]
Zhou, Hao [1 ]
Zheng, Guimei [1 ]
Song, Yuwei [1 ]
机构
[1] Air Force Engn Univ, Air & Missile Def Coll, Xian 710051, Peoples R China
[2] Air Force Engn Univ, Grad Coll, Xian 710051, Peoples R China
关键词
impulse noise; low-altitude targets; multipath effects; array signal processing; direction of arrival estimation; RESOLUTION; SPECTRUM; MATRIX;
D O I
10.3390/s22134853
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Due to the discontinuity of ocean waves and mountains, there are often multipath propagation effects and obvious pulse characteristics in low-altitude detection. If the conventional direction of arrival (DOA) estimation method is directly used for direction finding, it will lead to a large error. In view of serious misalignment in the DOA estimation of multipath signals under the background of impulse noise, a DOA estimation method based on spatial difference and a modified projection subspace algorithm is proposed in this paper. Firstly, the covariance matrix of the received data vector is used for spatial difference to eliminate the multipath effects of low-altitude targets. Secondly, the modified projection matrix is constructed using the signal source estimated with the least squares criterion and then used for modifying the covariance matrix, thus eliminating the cross-covariance matrices that affect the estimation accuracy. Finally, the modified covariance matrix is used for the DOA estimation of targets. Simulations show that the proposed algorithm achieves a higher accuracy in the DOA estimation of low-altitude targets than conventional algorithms under two common impulse noise models, without requiring prior knowledge of impulse noise.
引用
收藏
页数:13
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