DocumentCode :
1085605
Title :
Multiple-antenna channel hardening and its implications for rate feedback and scheduling
Author :
Hochwald, Bertrand M. ; Marzetta, Thomas L. ; Tarokh, Vahid
Author_Institution :
Bell Labs., Murray Hill, NJ, USA
Volume :
50
Issue :
9
fYear :
2004
Firstpage :
1893
Lastpage :
1909
Abstract :
Wireless data traffic is expected to grow over the next few years and the technologies that will provide data services are still being debated. One possibility is to use multiple antennas at base stations and terminals to get very high spectral efficiencies in rich scattering environments. Such multiple-input/multiple-output (MIMO) channels can then be used in conjunction with scheduling and rate-feedback algorithms to further increase channel throughput. This paper provides an analysis of the expected gains due to scheduling and bits needed for rate feedback. Our analysis requires an accurate approximation of the distribution of the MIMO channel mutual information. Because the exact distribution of the mutual information in a Rayleigh-fading environment is difficult to analyze, we prove a central limit theorem for MIMO channels with a large number of antennas. While the growth in average mutual information (capacity) of a MIMO channel with the number of antennas is well understood, it turns out that the variance of the mutual information can grow very slowly or even shrink as the number of antennas grows. We discuss implications of this "channel-hardening" result for data and voice services, scheduling, and rate feedback. We also briefly discuss the implications when shadow fading effects are included.
Keywords :
MIMO systems; antenna arrays; diversity reception; fading channels; radiocommunication; telecommunication traffic; MIMO; central limit theorem; channel hardening; fading channels; multiple antenna; multiple input-multiple output channels; mutual information; receive-transmit diversity; scheduling rate-feedback algorithms; shadow fading effects; wireless communications; wireless data traffic; Antenna theory; Base stations; Feedback; Information analysis; MIMO; Mutual information; Rayleigh channels; Rayleigh scattering; Scheduling algorithm; Throughput; Fading channels; receive diversity; transmit diversity; wireless communications;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2004.833345
Filename :
1327795
Link To Document :
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