DocumentCode
466900
Title
An RBF Network Based Beamformer for Mimo Wireless Communication Systems
Author
Zhang, Ling ; Zhang, X.Z.
Author_Institution
Tsinghua Univ., Beijing
Volume
1
fYear
2007
fDate
July 30 2007-Aug. 1 2007
Firstpage
549
Lastpage
552
Abstract
In this paper, we propose a beamforming scheme based on a radial basis function (RBF) network for multiple input multiple output (MIMO) wireless communication systems. The RBF network is an effective forward neural network, which has the advantages of easy training and fast convergence rate. This RBF network beamforming technique performs better than the higher order statistics based beamformer.
Keywords
MIMO communication; equalisers; radial basis function networks; MIMO wireless communication systems; RBF network; beamforming scheme; forward neural network; radial basis function network; Array signal processing; Convergence; Higher order statistics; MIMO; Neural networks; Radial basis function networks; Receiving antennas; Signal processing algorithms; Transmitting antennas; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2007. SNPD 2007. Eighth ACIS International Conference on
Conference_Location
Qingdao
Print_ISBN
978-0-7695-2909-7
Type
conf
DOI
10.1109/SNPD.2007.311
Filename
4287568
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