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文章基本信息

  • 标题:Satellite Interference Locating Method based on Support Vector Regression
  • 本地全文:下载
  • 作者:Bai Hu, Hongtao Lu
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2006
  • 卷号:6
  • 期号:11
  • 页码:185-189
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:In this paper, a new satellite interference locating method based on support vector regression and the satellite multi-beam antennas (MBA) model is presented. The proposed method can achieve higher accurate estimates for direction of arrival (DOA) while avoiding the all-direction peak value searching technique used in other traditional DOA estimation methods. Meanwhile, the performance of this method in high SNR situations is better than that of RBF neutral network approach. Computer simulation results show the effectiveness of the proposed method.
  • 关键词:interference location, satellite MBA, DOA estimation, RBF neutral network, support vector regression
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