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  • 标题:Passive Localization of 3D Near-Field Cyclostationary Sources Using Parallel Factor Analysis
  • 本地全文:下载
  • 作者:Jian Chen ; Guohong Liu ; Xiaoying Sun
  • 期刊名称:International Journal of Antennas and Propagation
  • 印刷版ISSN:1687-5869
  • 电子版ISSN:1687-5877
  • 出版年度:2013
  • 卷号:2013
  • DOI:10.1155/2013/657653
  • 出版社:Hindawi Publishing Corporation
  • 摘要:By exploiting favorable characteristics of a uniform cross-array, a passive localization algorithm of narrowband cyclostationary sources in the spherical coordinates (azimuth, elevation, and range) is proposed. Firstly, we construct a parallel factor (PARAFAC) analysis model by computing the third-order cyclic moment matrices of the properly chosen sensor outputs. Then, we analyze the uniqueness of the constructed model and obtain three-dimensional (3D) near-field parameters via trilinear alternating least squares regression (TALS). The investigated algorithm is well suitable for the localization of the near-field cyclostationary sources. In addition, it avoids the multidimensional search and pairing parameters. Results of computer simulations are carried out to confirm the satisfactory performance of the proposed method.
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