Sequential GSVD based prewhitening for multidimensional HOSVD based subspace estimation

2009 International ITG Workshop on Smart Antennas, WSA 2009

Volumn , Issue , 2009, Pages 205-212

  Da Costa, Jõao Paulo C L ^a   Roemer, Florian ^a   Haardt, Martin ^a  

^a ILMENAU UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; SINGULAR VALUE DECOMPOSITION;

CORRELATION FACTORS; DIMENSIONAL SUBSPACE; ESTIMATION TECHNIQUES; GENERALIZED SINGULAR VALUE DECOMPOSITION; LOW RANK APPROXIMATIONS; NOISE CORRELATION MATRIXES; PRE-WHITENING TECHNIQUE; SINGULAR VALUE DECOMPOSTION;

PARAMETER ESTIMATION;

EID: 84978520106     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. L. de Lathauwer, B. de Moor, and J. Vanderwalle, "A multilinear singular value decomposition", SIAM J. Matrix Anal. Appl., vol. 21(4), 2000.
2. M. Haardt and J. A. Nossek, "Simultaneous Schur decomposition of several non-symmetric matrices to achieve automatic pairing in multidimensional harmonic retrieval problems", IEEE Trans. Signal Processing, vol. 46, pp. 161-169, Jan. 1998.
3. M. Haardt, F. Roemer, and G. Del Galdo, "Higher-order SVD based subspace estimation to improve the parameter estimation accuracy in multi-dimensional harmonic retrieval problems", IEEE Transactions on Signal Processing, vol. 56, no. 7, pp. 3198 - 3213, July 2008.
4. M. Haardt, R. S. Thoma, and A. Richter, "Multidimensional high-resolution parameter estimation with applications to channel sounding", in High-Resolution and Robust Signal Processing, pp. 255-338. Marcel Dekker, New York, NY, 2004, Chapter 5.
5. P. C. Hansen and S. H. Jensen, "Prewhitening for rankdeficient noise in subspace methods for noise reduction", IEEE Trans. Signal Processing, vol. 53, pp. 3718-3726, Oct. 2005.
6. H. M. Huizenga, J. C. de Munck, L. J. Waldorp, and R. P. P. P. Grasman, "Spatiotemporal EEG/MEG source analysis based on a parametric noise covariance model", IEEE Transactions on Biomedical Engineering, vol. 49, no. 6, pp. 533 - 539, June 2002.
7. B. Park and T. F. Wong, "Training sequence optimization in MIMO systems with colored noise", in Military Communications Conference (MILCOM 2003), Gainesville, USA, Oct. 2003.
8. R. Roy and T. Kailath, "ESPRIT - Estimation of signal parameters via rotational invariance techniques", in Signal Processing Part II: Control Theory and Applications, L. Auslander, F. A. Grunbaum, J. W. Helton, T. Kailath, P. Khargonekar, and S. Mitter, Eds., pp. 369-411. Springer- Verlag, 1990.
9. J. Vandewalle, L. De Lathauwer, and P. Comon, "The generalized higher order singular value decomposition and the oriented signal-to-signal ratios of pairs of signal tensors and their use in signal processing", in European Conference on Circuit Theory and Design, Cracow, Poland, Sept. 2003.