New versions of the propagator method

作者: Mohamed Bouri

DOI: 10.1109/ISSPA.2012.6310691

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摘要: In this paper, we introduce new technique for localization of narrowband signals. We propose two versions the propagator method. Using its algebraic properties, cross-spectral matrix (CSM) is replaced by upper triangular (UTM) obtained from LU or QR factorization CSM. The matrices are partitioned to estimate propagator. and Householder algorithms need N3/3 2N3/3 floating point operations, respectively. can reduce complexity when compared eigen subspace method such as MUSIC algorithm requires N3. Simulation results presented verify effectiveness proposed methods.

参考文章(13)
Tsung-Min Hwang, Wen-Wei Lin, Daniel Pierce, Improved bound for rank revealing LU factorizations Linear Algebra and its Applications. ,vol. 261, pp. 173- 186 ,(1997) , 10.1016/S0024-3795(96)00397-7
C.H. Bischof, G.M. Shroff, On updating signal subspaces IEEE Transactions on Signal Processing. ,vol. 40, pp. 96- 105 ,(1992) , 10.1109/78.157185
Tony F. Chan, Rank revealing QR factorizations Linear Algebra and its Applications. ,vol. 88-89, pp. 67- 82 ,(1987) , 10.1016/0024-3795(87)90103-0
L Miranian, M Gu, Strong rank revealing LU factorizations Linear Algebra and its Applications. ,vol. 367, pp. 1- 16 ,(2003) , 10.1016/S0024-3795(02)00572-4
C.-T. Pan, On the existence and computation of rank-revealing LU factorizations Linear Algebra and its Applications. ,vol. 316, pp. 199- 222 ,(2000) , 10.1016/S0024-3795(00)00120-8
Mohamed Bouri, Source Detection and Localization in Array Signal Processing international symposium on environment identities and mediterranean area. pp. 12- 17 ,(2006) , 10.1109/ISEIMA.2006.344928
J. Capon, High-resolution frequency-wavenumber spectrum analysis Proceedings of the IEEE. ,vol. 57, pp. 1408- 1418 ,(1969) , 10.1109/PROC.1969.7278
S. Bourennane, A. Bendjama, J.P. Sessarego, Propagator methods for finding wideband source parameters Applied Acoustics. ,vol. 63, pp. 253- 281 ,(2002) , 10.1016/S0003-682X(01)00038-X
Sylvie Marcos, Alain Marsal, Messaoud Benidir, The propagator method for source bearing estimation Signal Processing. ,vol. 42, pp. 121- 138 ,(1995) , 10.1016/0165-1684(94)00122-G
W. Chen, K.M. Wong, J.P. Reilly, Detection of the number of signals: a predicted eigen-threshold approach IEEE Transactions on Signal Processing. ,vol. 39, pp. 1088- 1098 ,(1991) , 10.1109/78.80959