DocumentCode :
1014342
Title :
Scaling results on the sum capacity of cellular networks with MIMO links
Author :
Aktas, Defne ; Bacha, M.N. ; Evans, Jamie S. ; Hanly, Stephen V.
Author_Institution :
Dept. of Electr. & Electron. Eng., Bilkent Univ., Ankara, Turkey
Volume :
52
Issue :
7
fYear :
2006
fDate :
7/1/2006 12:00:00 AM
Firstpage :
3264
Lastpage :
3274
Abstract :
Scaling results for the sum capacity of the multiple access, uplink channel are provided for a flat-fading environment, with multiple-input-multiple-output (MIMO) links, when there is interference from other cells. The classical MIMO scaling regime is considered in which the number of antennas per user and per base station grow large together. Utilizing the known characterizations of the limiting eigenvalue distributions of large random matrices, the asymptotic behavior of the sum capacity of the system is characterized for an architecture in which the base stations cooperate in the joint decoding process of all users (macrodiversity). This asymptotic sum capacity is compared with that of the conventional scenario in which the base stations only decode the users in their cells. For the case of base station cooperation, an interesting "resource pooling" phenomenon is observed: in some cases, the limiting performance of a macrodiversity multiuser network has the same asymptotic behavior as that of a single-user MIMO link with an equivalent amount of pooled received power. This resource pooling phenomenon allows us to derive an elegant closed-form expression for the sum capacity of a new version of Wyner\´s classical model of a cellular network, in which MIMO links are incorporated into the model.
Keywords :
MIMO systems; antenna arrays; cellular radio; channel capacity; decoding; diversity reception; eigenvalues and eigenfunctions; fading channels; matrix algebra; multi-access systems; multiuser channels; radio links; radiofrequency interference; random processes; MIMO scaling; Wyner´s classical model; antennas; cellular network; eigenvalue distribution; flat-fading environment; interference; joint decoding process; macrodiversity multiuser network; multiple access channel; multiple-input-multiple-output links; random matrix; resource pooling; sum capacity; uplink channel; Antenna feeds; Array signal processing; Base stations; Broadcasting; Channel capacity; Fading; Feedback; Land mobile radio cellular systems; MIMO; Signal to noise ratio; Asymptotic sum capacity; base station cooperation; large system analysis; multiple-access channel (MAC); multiple-input–multiple-output (MIMO) channel; random matrices;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2006.876241
Filename :
1650369
Link To Document :
بازگشت