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
Link To Document :
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