The effect upon channel capacity in wireless communications of perfect and imperfect knowledge of the channel

被引:635
|
作者
Médard, M [1 ]
机构
[1] MIT, Informat & Decis Syst Lab, Cambridge, MA 02139 USA
关键词
channel uncertainty; multiple-access channels; mutual information; time-varying channels; wireless communications;
D O I
10.1109/18.841172
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We present a model for time-varying communication single-access and multiple-access channels without feedback. We consider the difference between mutual information when the receiver knows the channel perfectly and mutual information when the receiver only has an estimate of the channel. We relate the variance of the channel measurement error at the receiver to upper and lower bounds for this difference in mutual information. We illustrate the use of our bounds on a channel modeled by a Gauss-Markov process, measured by a pilot tone. We relate the rate of time variation of the channel to the loss in mutual information due to imperfect knowledge of the measured channel.
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页码:933 / 946
页数:14
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