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Journal Article Effect of Least Square Channel Estimation Errors on Achievable Rate in MIMO Fading Channels
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Authors
Seung Joon Lee
Issue Date
2007-11
Citation
IEEE Communications Letters, v.11, no.11, pp.862-864
ISSN
1089-7798
Publisher
IEEE
Language
English
Type
Journal Article
DOI
https://dx.doi.org/10.1109/LCOMM.2007.071150
Abstract
The achievable rate of a multiple input multiple output (MIMO) fading channel is derived in the form of generalized mutual information (GMI) when least square (LS) channel estimation is employed to gain channel state information at receivers. The derived average GMI of a channel with LS channel estimation is compared with the known average GMI (equivalently, the lower bound on the ergodic capacity) of a channel with linear minimum mean square error channel estimation. An effective approximation method is also proposed to ease the numerical calculation of the average GMI of a MIMO channel with LS channel estimation. © 2007 IEEE.
KSP Keywords
Achievable rate, Approximation methods, Channel State Information(CSI), Channel estimation(CE), Ergodic capacity, LS channel estimation, Least Squares(LS), Linear minimum mean square error, Lower bound, MIMO channel, Minimum Mean Square Error(MMSE)