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Volume 19 Issue 6
Nov.  1997
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Wei Ping, Xiao Xianci. FOURTH-ORDER CUMULANT BASED ARRAY EXTENSION IN DIRECTION-FINDING[J]. Journal of Electronics & Information Technology, 1997, 19(6): 745-750.
Citation: Wei Ping, Xiao Xianci. FOURTH-ORDER CUMULANT BASED ARRAY EXTENSION IN DIRECTION-FINDING[J]. Journal of Electronics & Information Technology, 1997, 19(6): 745-750.

FOURTH-ORDER CUMULANT BASED ARRAY EXTENSION IN DIRECTION-FINDING

  • Received Date: 1996-03-25
  • Rev Recd Date: 1997-01-21
  • Publish Date: 1997-11-19
  • In the array processing problem, the high-order cumulants not only are capable to reduce the Gaussian noises but also have the aperture extension property. The method of the aperture extension using the fourth-order cumulants are studied and the structure of the corresponding virtual array are presented in this paper. The fourth-order coherent problem in the application in the narrow-band direction-finding system is given and analyzed. We obtain the array aperture extension condition of the fourth-order cumulant-based method to the multiple sources case. The numerical results support the analytic results.
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  • Mendel J M. Tutorial on higher-order statistics(spectra) in signal processing and system theory:[2]Theoretical results and some applications. Proc[J].IEEE.1991, 79(3):278-305[3]Pan P, Nikias C L. Harmonic decomposition methods in cumulant domains. Proc. Int. Conf. ASSP, New York: April 1988, 2356-2359.[4]Swami A, Mendel J M. Cumulant-based approach to the harmonic retrieval and related problems.[5]IEEE Trans. on SP, 1991, SP-39(5): 1099-1109.[6]Porat B, Friedlander B. Direction-finding algorithms based on high-order statistics. IEEE Trans. on SP, 1991, SP-39(9): 2016-2023.[7]魏平,肖先踢,李乐民.基于四阶累积量特征分解的空间谙估计测向方法.电子科学学刊,1995, 17(3): 243-249.[8]Dogan M C, Mendel J M. Application of cumulants to array processing Part I: Aperture extension and array calibration, IEEE Trans. on SP, 1995, SP-43(5): 1200-1216.[9]Dogan M C, Mendel J M. Application of cumulants to array processing part 11: Non-Gaussian noise suppression, IEEE Trans. on SP, 1995, SP-43(7): 1663-1676.
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