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Volume 24 Issue 11
Nov.  2002
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Ni Jinping, Ma Yuanliang, Yan Shefeng. Blind estimation algorithm for complex mixed matrix based on higher-order cumulants[J]. Journal of Electronics & Information Technology, 2002, 24(11): 1506-1511.
Citation: Ni Jinping, Ma Yuanliang, Yan Shefeng. Blind estimation algorithm for complex mixed matrix based on higher-order cumulants[J]. Journal of Electronics & Information Technology, 2002, 24(11): 1506-1511.

Blind estimation algorithm for complex mixed matrix based on higher-order cumulants

  • Received Date: 2001-07-12
  • Rev Recd Date: 2002-05-10
  • Publish Date: 2002-11-19
  • Based on higher-order cumulants, the blind estimation of complex mixed matrix for the difficult case of 2 sensors and 3 sources is addressed. When the number of source signals is greater than or equal to the number of sensors, the proposed algorithm can successfully estimate the channel matrix. The performance of the algorithm is evaluated by computer simulation.
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  • J.F. Cardoso, B. H. Laheld, Equivariant adaptive source separation, IEEE Trans. on Signal Processing, 1996, 44(11), 3017-3030.[2]E. Bingham, A. Hyvarinen, A fast fixed-point algorithm for independent component analysis of complex valued signals, Int. J. of Neural Systems, 2000, 10(1), 1-8.[3]J. Karhunen, E. Oja, Liuyue Wang, R. Vigario, J. Joutsensalo, A class of neural networks for independent component analysis, IEEE Trans. on Neural Networks, 1997, 8(3), 486-504.[4]H.H. Yang, S-I, Amari Adaptive online learning algorithms for blind separation maximum entropy and minimum mutual information, Neural Computation, 1997, 9(7), 1457-1482.[5]倪晋平,马远良,孙超,童立,用独立成分分析算法盲分离水声信号,声学学报,2002,27(4),321-326.[6]Ding Zhi, Nguyen Tuan, Stationary points of a kurtosis maximization algorithm for blind signal separation and antenna beamforming, IEEE Trans. on Signal Processing, 2000, 48(6), 1587-1596.[7]S. Shamsunder, G. B. Giannakis, Modeling of non-Gaussian array data using cumulants: DOA estimation of more sources with less sensors, Signal Proceesing, 1993, 30(2), 279-297.[8]Lai Wai-Kuen, Ching P-C, A novel blind estimation algorithm[J], IEEE Trans. on Signal Processing, 1997, 45(7), 1763-1769.[9]J.M. Mendel, Tutorial on higher-order statistics (spectra) in signal processing and system theory:theorectical results and some applications, Proc. IEEE, 1991, 79(3), 278-305.
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