DocumentCode
2950548
Title
An overview of large system analysis for multi-input/multi-output channels
Author
Honig, Michael L. ; Peacock, Matthew J M ; Collings, Iain B.
Author_Institution
Dept. of Elec. & Comp. Eng, Northwestern Univ., Evanston, IL, USA
Volume
5
fYear
2005
fDate
18-23 March 2005
Abstract
Large system analysis has been used extensively in recent years to evaluate the performance of code division-multiple access (CDMA) and multi-input/multi-output (MIMO) communications systems. A key feature of this analysis is application of results on eigenvalue distributions and moments of large random matrices. These results enable the efficient computation of large system performance measures, such as spectral efficiency and probability of error, which are far more difficult to compute for finite-size systems. The large system results typically give an accurate prediction of the performance of finite-size systems, and offer important insights into system behavior. We give an overview of large system results for some different communications system models. Our emphasis is on techniques used previously by the authors to evaluate the performance of multi-carrier CDMA with the optimal linear receiver.
Keywords
MIMO systems; code division multiple access; eigenvalues and eigenfunctions; error statistics; matrix algebra; spectral analysis; CDMA; code division-multiple access; eigenvalue distributions; error probability; large random matrices moments; large system analysis; multi-input/multi-output channels; multi-input/multi-output communications; performance; spectral efficiency; Australia; Covariance matrix; Eigenvalues and eigenfunctions; Fading; H infinity control; MIMO; Multiaccess communication; Performance analysis; Receiving antennas; System performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416427
Filename
1416427
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