DocumentCode :
1610876
Title :
Comparison of low complexity algorithms for MSNR beamforming
Author :
Alam, Fakhrul ; Shim, Donghee ; Woerner, Brian D.
Author_Institution :
Bradley Dept. of Electr. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Volume :
4
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
1776
Abstract :
We investigate eigen-beamforming resulting from the maximum signal to noise ratio (MSNR) criterion. MSNR beamforming criterion leads to a simple eigenvalue problem (SE) so that the weight vector is the principal eigenvector of the covariance matrix of the desired signal. We employ a beamformer-RAKE receiver at the uplink of a wideband code division multiple access (WCDMA) system. The receiver exploits the MSNR based beamforming for spatial processing. There are different algorithms like the power method, the Lagrange multiplier method and the conjugate gradient method to solve the SE. We compare these three algorithms in terms of computational complexity and bit error rate (BER) performance in multipath propagation environment.
Keywords :
array signal processing; broadband networks; code division multiple access; computational complexity; covariance matrices; eigenvalues and eigenfunctions; error statistics; land mobile radio; multipath channels; multiuser channels; noise; radio links; radio receivers; BER; Lagrange multiplier method; MSNR; MSNR beamforming; MSNR criterion; WCDMA system; beamformer-RAKE receiver; bit error rate; computational complexity; conjugate gradient method; covariance matrix; eigen-beamforming; eigenvalue problem; low complexity algorithms; maximum signal to noise ratio; multipath propagation environment; power method; spatial processing; uplink; weight vector; wideband code division multiple access; Array signal processing; Bit error rate; Computational complexity; Covariance matrix; Eigenvalues and eigenfunctions; Gradient methods; Lagrangian functions; Multiaccess communication; Signal to noise ratio; Wideband;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference, 2002. VTC Spring 2002. IEEE 55th
Print_ISBN :
0-7803-7484-3
Type :
conf
DOI :
10.1109/VTC.2002.1002926
Filename :
1002926
Link To Document :
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