Title :
The effect upon channel capacity in wireless communications of perfect and imperfect knowledge of the channel
Author_Institution :
Lab. for Inf. & Decision Syst., MIT, Cambridge, MA, USA
fDate :
5/1/2000 12:00:00 AM
Abstract :
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
Keywords :
channel capacity; multi-access systems; multiuser channels; radio receivers; time-varying channels; Gauss-Markov process; channel capacity; channel measurement error; imperfect knowledge; lower bounds; multiple-access channels; mutual information; perfect knowledge; pilot tone; receiver; single-access channels; time-varying communication; upper bounds; wireless communications; Channel capacity; Codes; Feedback; Intersymbol interference; Measurement errors; Mutual information; Time-varying channels; Uncertainty; Vehicular and wireless technologies; Wireless communication;
Journal_Title :
Information Theory, IEEE Transactions on