DocumentCode
3521077
Title
A fast converging polynomial expansion multiuser detector applied to UTRA FDD uplink
Author
Detert, Z. ; Linduska, A.
Author_Institution
Darmstadt Univ. of Technol., Germany
fYear
2003
fDate
14-17 Dec. 2003
Firstpage
1
Lastpage
4
Abstract
The polynomial expansion (PE) multiuser detector (MUD) is a well known iterative approach to approximate the decorrelation or the minimum mean-squared error (MMSE) detectors. The computational complexity for the direct matrix inversion involved with the decorrelation and the MMSE detector is O(K3). Due to the iterative approximation, the computational complexity of the PE detector can be O(K2) instead of O(K3). The text at hand compares the different estimation methods for the eigenvalues of the correlation matrix covering the transmission. As demonstrated, the tight estimation of the eigenvalues utilized here results in a faster convergence of the decorrelation or the MMSE detector. As an application, the PE detectors presented here are tested in an UMTS terrestrial radio access (UTRA) frequency division duplex (FDD) uplink multiuser environment, where the multiple users are assumed to be totally asynchronous.
Keywords
3G mobile communication; computational complexity; convergence of numerical methods; eigenvalues and eigenfunctions; frequency division multiplexing; iterative methods; least mean squares methods; multiuser detection; polynomial approximation; polynomial matrices; radio access networks; radio links; UTRA FDD uplink; computational complexity; eigenvalues estimation methods; fast converging polynomial expansion multiuser detector; frequency division duplex; iterative approach; matrix inversion; mean-squared error detectors; multiple users; terrestrial radio access; 3G mobile communication; Computational complexity; Convergence; Decorrelation; Detectors; Eigenvalues and eigenfunctions; Iterative methods; Multiuser detection; Polynomials; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
Print_ISBN
0-7803-8292-7
Type
conf
DOI
10.1109/ISSPIT.2003.1341045
Filename
1341045
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