DocumentCode
2518913
Title
Large-system analysis of a CDMA dynamic channel under a Markovian input process
Author
Biglieri, Ezio ; Grossi, Emanuele ; Lops, Marco ; Campo, Adria Tauste
Author_Institution
Univ. Pompeu Fabra, Rimini
fYear
2008
fDate
6-11 July 2008
Firstpage
1793
Lastpage
1797
Abstract
We study the minimum mean square error (MMSE) and the multiuser efficiency eta of large dynamic multiple access communication systems in which optimal multiuser detection is performed at the receiver as the number and the identities of active users is allowed to change at each transmission time. The system dynamics are ruled by a Markov model describing the evolution of the channel occupancy and a large-system analysis is performed when the number of observations grow large. Starting on the equivalent scalar channel and the fixed-point equation tying multiuser efficiency and MMSE, we extend it to the case of a dynamic channel, and derive lower and upper bounds for the MMSE (and, thus, for eta as well) holding true in the limit of large signal-to-noise ratios and increasingly large observation time T.
Keywords
Markov processes; code division multiple access; least mean squares methods; multiuser detection; telecommunication channels; CDMA dynamic channel; Markov model; Markovian input process; large-system analysis; minimum mean square error method; multiple access communication system; multiuser efficiency; optimal multiuser detection; signal-to-noise ratio; Detectors; Equations; Mean square error methods; Mobile communication; Multiaccess communication; Multiuser detection; Parameter estimation; Performance analysis; Signal analysis; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2008. ISIT 2008. IEEE International Symposium on
Conference_Location
Toronto, ON
Print_ISBN
978-1-4244-2256-2
Electronic_ISBN
978-1-4244-2257-9
Type
conf
DOI
10.1109/ISIT.2008.4595297
Filename
4595297
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