Parafac methods for blind beamforming: Multilinear ALS performance and CRB

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 5, Issue , 2000, Pages 3128-3131

  Liu, Xiangqian ^a   Sidiropoulos, Nicholas D ^a  

^a University of Virginia   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BEAMFORMING; CRAMER-RAO BOUNDS; ALGORITHMS; ANTENNA ARRAYS; FOURIER TRANSFORMS; MATHEMATICAL MODELS; MATRIX ALGEBRA; PARAMETER ESTIMATION; REGRESSION ANALYSIS; THEOREM PROVING;

BLIND BEAMFORMING; DELAY SPREAD; MODEL PARAMETERS; MULTIPATH; PARAFAC; QUADRILINEAR; TRI-LINEAR MODELS;

SIGNAL PROCESSING;

COLUMN SPAN METHOD; CRAMER-RAO BOUNDS; DETERMINISTIC BLIND BEAMFORMING; PARALLEL FACTOR ANALYSIS; QUADRILINEAR REGRESSION; UNIFORM LINEAR ARRAY; VANDERMONDE MATRIX;

EID: 0033677101     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.861200     Document Type: Conference Paper

References (10)

1. R. Bro, "PARAFAC: Tutorial and Applications", Chemomet-rics and Intelligent Laboratory Systems, 38:149-171, 1997
2. J.B. Kruskal, "Three-Way Arrays: Rank and Uniqueness of Tri-linear Decompositions, with Application to Arithmetic Complexity and Statistics", Linear Algebra and Its Applications, 18:95-138, 1977
3. N.D. Sidiropoulos, G.B. Giannakis, and R. Bro, "Blind PARAFAC Receivers for DS-CDMA Systems", IEEE Trans. Signal Processing, to appear
4. N.D. Sidiropoulos, X. Liu, "PARAFAC Methods for Deterministic Blind Beamforming, Part I: Identifiability", IEEE Trans. Signal Processing, submitted May 20, 1999
5. N.D. Sidiropoulos, X. Liu, "Identifiability Conditions for Deterministic Blind Beamforming in the Presence of Incoherent Multipath with Small Delay Spread", EUSIPCO 2 0, Sep. 5-8, 2 0, Tampere-Finland, submitted
6. T. Trump and B. Ottersten, "Estimation of nominal direction of arrival and angular spread using an array of sensors", Signal Processing, vol. 50, no. 1-2, pp. 57-69, Apr. 1996
7. A. J. van der Veen, "Algebraic Methods for Deterministic Blind Beamforming", Proceedings of the IEEE, 86(10):1987-28, Oct. 1998
8. A. J. van der Veen, M. C. Vanderveen, and A. Paulraj, "Joint angle and delay estimation using shift-invariance techniques", IEEE Trans. Signal Processing, vol. 46, no. 2, Feb. 1998
9. M. C. Vanderveen, B. C. Ng, C. Papadias, and A. Paulraj, "Joint angle and delay estimation (JADE) for signals in multipath environments", Proc. 30th Asilomar Conf. Circuits, Syst. Comp., Nov. 1996
10. M. Wax and A. Leshem, "Joint estimation of time delays and directions of arrival of multiple reflections of a known signal", Proc. IEEE ICASSP, Atlanta, GA, May 1996, pp. 2622-2625