DocumentCode
1501931
Title
Adaptive beamforming with dimension reduction in spatially correlated MISO channels
Author
Ko, Jae-Yun ; Lee, Yong-Hwan
Author_Institution
Samsung Elec. Co., Ltd., Suwon, South Korea
Volume
8
Issue
10
fYear
2009
fDate
10/1/2009 12:00:00 AM
Firstpage
4998
Lastpage
5002
Abstract
In this paper, we propose an adaptive beamforming scheme that generates the beam weight using dominant eigenvectors of the spatial covariance matrix. The number of eigenvectors used for the generation of beam weight is determined to maximize the signal-to-noise ratio (SNR) for given feedback constraints (e.g., the amount of feedback information and feedback delay). It is shown that the conventional limited feedback beamforming and eigen-beamforming are special cases of the proposed scheme. Simulation results show that the proposed beamforming scheme can effectively be applied to spatially correlated channels.
Keywords
array signal processing; correlation methods; covariance matrices; eigenvalues and eigenfunctions; telecommunication channels; adaptive beamforming; channel dimension reduction; eigen-beamforming; eigenvectors; feedback constraints; signal-to-noise ratio; spatial covariance matrix; spatially correlated MISO channels; AWGN; Array signal processing; Channel state information; Covariance matrix; Delay; Feedback; Signal generators; Signal to noise ratio; Transmitters; Transmitting antennas; Beamforming, limited feedback, spatially correlated channels;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2009.090121
Filename
5288935
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