基于三维交叉波束的降维双基杂波抑制技术

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

科研成果: 期刊稿件文章同行评审

摘要

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.

投稿的翻译标题Dimensionality reduction bistatic radar clutter suppression technique based on three-dimensional cross-beam
源语言繁体中文
页(从-至)379-388
页数10
期刊Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
41
2
DOI
出版状态已出版 - 4月 2023

关键词

  • bistatic radar clutter
  • clutter suppression
  • dimensionality reduction algorithm
  • three-dimensional cross-beam

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