DocumentCode
2388487
Title
Blind adaptive multiuser detection with averaging for cellular systems
Author
Das, Deepak ; Varunasi, M.K.
Author_Institution
Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
fYear
2000
fDate
2000
Firstpage
247
Abstract
We consider blind adaptive multiuser detection in correlated waveform multiple access (CWMA)-based cellular radio networks. A common stochastic approximation (SA) based framework is proposed from which three blind adaptive algorithms for linear MMSE detection are obtained. Two of them coincide with previously proposed algorithms and the third is shown to be best suited for implementation at a base station. Improvement in terms of the convergence properties of these SA-based adaptation algorithms is sought by using previous results on the SA technique with averaging
Keywords
adaptive signal detection; cellular radio; convergence of numerical methods; least mean squares methods; multi-access systems; multiuser channels; radio networks; stochastic processes; base station; blind adaptive algorithms; blind adaptive multiuser detection; cellular radio networks; cellular systems; convergence properties; correlated waveform multiple access; linear MMSE detection; stochastic approximation; Base stations; Convergence; Covariance matrix; Detectors; Equations; Land mobile radio cellular systems; Multiuser detection; Radio network; Stochastic processes; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2000. Proceedings. IEEE International Symposium on
Conference_Location
Sorrento
Print_ISBN
0-7803-5857-0
Type
conf
DOI
10.1109/ISIT.2000.866545
Filename
866545
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