DocumentCode
17932
Title
Large System Analysis of Sum Capacity in the Gaussian MIMO Broadcast Channel
Author
Guthy, C. ; Utschick, Wolfgang ; Honig, Michael L.
Author_Institution
Fachgebiet Methoden der Signalverarbeitung, Tech. Univ. Munchen, Munich, Germany
Volume
31
Issue
2
fYear
2013
fDate
Feb-13
Firstpage
149
Lastpage
159
Abstract
We analyze the achievable sum rate of the Gaussian MIMO broadcast channel. We first consider Multiple-Input Single-Output (MISO) channels and derive the large system limit of the sum capacity as the number of users and transmit antennas go to infinity with a fixed ratio. We then consider Multiple-Input Multiple-Output (MIMO) broadcast channels and fix the number of users and let the number of transmit and receive antennas tend to infinity with fixed ratio. As in this case an asymptotic expression for sum capacity is hard to obtain, we evaluate the large system sum rate corresponding to successive zero-forcing beamforming with Dirty-Paper Coding. The analysis gives a lower bound on the large system sum capacity, which is numerically observed to be quite close. In addition, large system analysis is applied to estimate the relatively small performance losses with respect to sum capacity of successive zero-forcing beamforming with and without Dirty-Paper Coding in finite MISO systems.
Keywords
Gaussian processes; MIMO communication; broadcast channels; encoding; receiving antennas; transmitting antennas; dirty-paper coding; finite MISO system; gaussian MIMO broadcast channel; large system analysis; multiple-input single-output channel; receiving antennas; successive zero-forcing beamforming; sum capacity; transmitting antennas; Array signal processing; Eigenvalues and eigenfunctions; Encoding; Equations; MIMO; Receiving antennas; Resource management; Broadcast Channels; Large system analysis; Multiple-Input Multiple-Output (MIMO) systems;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2013.130204
Filename
6415387
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