基于三维交叉波束的降维双基杂波抑制技术

Translated title of the contribution: Dimensionality reduction bistatic radar clutter suppression technique based on three-dimensional cross-beam

Yufeng Cheng, Yong Li, Fengfeng Chen, Xiaobo Deng, Wei Cheng

Research output: Contribution to journalArticlepeer-review

Abstract

Aiming at the problem that the non-stationary of airborne bistatic radar clutter reduces the performance of traditional clutter suppression algorithm, this paper first formulates airborne bistatic radar clutter model, and then analyzes the bistatic radar clutter characteristics in four typical combat scenarios. In addition, in order to reduce the computation burden of the STAP algorithm, a three-dimensional cross-beam clutter suppression algorithm is proposed, which uses the transformation matrix to convert the space-time two-dimensional data into azimuth-elevation-Doppler three-dimensional data. By eliminating auxiliary beam clutter data, only the main beam clutter data which plays a major role in dual-basis clutter suppression is retained to form a three-dimensional cross-beam for local adaptive clutter suppression. The proposed algorithm can greatly reduce the amount of calculation and the demand of training samples, while trying to ensure that the clutter suppression performance does not degrade. The effectiveness of the proposed algorithm is verified by analyzing the clutter suppression effect and computation amount of various algorithms in typical combat scenarios. Therefore, the algorithm has great potential in the applications of airborne bistatic and non-stationary clutter suppression.

Translated title of the contributionDimensionality reduction bistatic radar clutter suppression technique based on three-dimensional cross-beam
Original languageChinese (Traditional)
Pages (from-to)379-388
Number of pages10
JournalXibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Volume41
Issue number2
DOIs
StatePublished - Apr 2023

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