Title :
Average capacity analysis of continuous-time frequency-selective Rayleigh fading channels with correlated scattering using majorization
Author :
Jorswieck, Eduard ; Mittelbach, Martin
Author_Institution :
Commun. Lab., Dresden Univ. of Technol., Dresden, Germany
fDate :
June 28 2009-July 3 2009
Abstract :
Correlated scattering occurs naturally in frequency-selective fading channels and its impact on the performance needs to be understood. In particular, we answer the question whether the uncorrelated scattering model leads to an optimistic or pessimistic estimation of the actual average capacity. In the paper, we use majorization for functions to show that the average rate with perfectly informed receiver is largest for uncorrelated scattering if the transmitter is uninformed. If the transmitter knows the channel statistics, it can exploit this knowledge. We show that for small SNR, the behavior is opposite, uncorrelated scattering leads to a lower bound on the average capacity. Finally, we provide an example of the theoretical results for an attenuated Ornstein-Uhlenbeck process including illustrations.
Keywords :
Rayleigh channels; channel capacity; channel estimation; correlation theory; radio receivers; attenuated Ornstein-Uhlenbeck process; average capacity analysis; continuous time frequency selective Rayleigh fading channel; function majorization; optimistic estimation; perfectly informed receiver; pessimistic estimation; uncorrelated scattering model; Channel state information; Fading; Filling; Frequency; Laboratories; Performance analysis; Rayleigh scattering; Resource management; Statistics; Transmitters;
Conference_Titel :
Information Theory, 2009. ISIT 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4312-3
Electronic_ISBN :
978-1-4244-4313-0
DOI :
10.1109/ISIT.2009.5205690