DocumentCode
2042069
Title
Algebraic Method for Deterministic Blind Beamforming with Unknown Receiver Gain and Phases
Author
Demissie, B.
Author_Institution
Inf. Process., Res. Inst. for Commun., Wachtberg-Werthhoven, Germany
fYear
2007
fDate
24-27 Nov. 2007
Firstpage
448
Lastpage
451
Abstract
Conventional methods for signal reconstruction which first estimate the directions of arrival (DOA) in order to compute the beamformer weights are sensitive to calibration errors. Blind methods are preferable as the signals are separated without array calibration and DOA estimation. In this work we present a non-iterative method for blind beamforming avoiding a multidimensional search as for Maximum Likelihood estimators. Only a two-dimensional search for the minima of a cost function in the differential wavenumber vector plane has to be accomplished. The antenna may have arbitrary but known element positions whereas the receivers gains and phases are unknown. The sensor array elements are assumed to have up to a multiplicative constant the same, angle dependent, unknown gain pattern and negligible small inter element couplings. In simulations we compare our method with a weighted Least Squares (WLS) estimator.
Keywords
antenna theory; array signal processing; blind source separation; algebraic method; blind methods; deterministic blind beamforming; directions of arrival; maximum likelihood estimators; non-iterative method; sensor array elements; unknown receiver gain; weighted least squares estimator; Array signal processing; Calibration; Cost function; Direction of arrival estimation; Least squares approximation; Maximum likelihood estimation; Multidimensional systems; Receiving antennas; Sensor arrays; Signal reconstruction; Array signal processing; calibration; parameter estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on
Conference_Location
Dubai
Print_ISBN
978-1-4244-1235-8
Electronic_ISBN
978-1-4244-1236-5
Type
conf
DOI
10.1109/ICSPC.2007.4728352
Filename
4728352
Link To Document