Beamforming with imperfect channel knowledge: performance degradation analysis based on perturbation theory
Date
2004
Authors
Navarro, M.
Grant, A.
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Conference paper
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Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004, 2004, pp.518-522
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2004 Sensor Array and Multichannel Signal (18 Jul 2004 - 21 Jul 2004 : Barcellona, Spain)
Abstract
We analyses the performance degradation of beamforming due to imperfect channel knowledge based on eigenvector perturbation theory. Easily computable approximations are given for the average signal to noise ratio loss when an estimate of the channel is available. The performance degradation of imperfect beamforming is then later assessed for LMMSE channel estimation taking into consideration power constraints.
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Copyright 2004 IEEE