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文章基本信息

  • 标题:Subspace Approach for Frequency Estimation of Superimposed Exponential Signals in Multiplicative and Additive Noise
  • 本地全文:下载
  • 作者:Liu, Zhihui ; Fu, Lihua ; Zhang, Shizhong
  • 期刊名称:Journal of Software
  • 印刷版ISSN:1796-217X
  • 出版年度:2013
  • 卷号:8
  • 期号:7
  • 页码:1671-1677
  • DOI:10.4304/jsw.8.7.1671-1677
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:In this paper, we consider the problem of frequency estimation of superimposed exponential signals in the presence of multiplicative and additive noise. We propose a subspace method based iterative procedure for estimation of signal frequency parameters. The proposed method is based principal eigenvalue vectors of a special constructed data matrix and the weighted least squares (WLS) techniques. Simulations studies are performed to ascertain the performance of the proposed method. It is observed that the proposed method works well in terms of the computational efficiency and estimation accuracy.
  • 关键词:Superimposed exponential signals; Multiplicative noise; Frequency estimation; Eigenvalue vectors; Weighted least squares
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