DocumentCode :
394882
Title :
Affine projection adaptive algorithm for multiuser MMSE receivers in frequency-selective fading channels for asynchronous W-CDMA systems
Author :
Trivedi, Aditya ; Mehra, D.K.
Author_Institution :
Dept. of Electron. & Comput. Eng., Indian Inst. of Technol., Roorkee, India
Volume :
2
fYear :
2003
fDate :
20-20 March 2003
Firstpage :
913
Abstract :
In this paper we propose the use of affine projection adaptive (APA) filtering algorithm for multiuser adaptive minimum mean square error (MMSE) receivers for asynchronous wideband code division multiple access systems (W-CDMA) in multipath fading channels. Performance of APA algorithm is compared with least mean square (LMS), normalized least mean square (NLMS), and recursive least square (RLS) algorithms. It is found that APA algorithm outperforms LMS and NLMS. Though RLS, algorithm offers better convergence characteristics but at much higher computational complexity. Three adaptive multiuser receiver architectures are considered, all employ chip-matched filter (CMF) at their front end. In the first two architectures perfect estimation of time delay of individual user is assumed and one CMF is employed per user. The difference between two architectures is that, in the first the samples collected from CMFs are cross-coupled and in the second architecture samples collected for individual users are not combined. In the third architecture, there is no need to estimate the time delay, but fractional sampling is used. It is shown that first architecture outperforms the other two architectures.
Keywords :
adaptive filters; broadband networks; code division multiple access; computational complexity; convergence of numerical methods; fading channels; least mean squares methods; matched filters; multipath channels; multiuser detection; radio receivers; CMF; LMS; NLMS; RLS; affine projection adaptive algorithm; asynchronous W-CDMA systems; chip matched filter; computational complexity; convergence characteristics; frequency-selective fading channels; least mean square; minimum mean square error; multipath fading; multiuser MMSE receivers; multiuser detection; multiuser receiver architectures; normalized least mean square; recursive least square algorithm; wideband code division multiple access systems; Adaptive algorithm; Computer architecture; Delay effects; Delay estimation; Filtering algorithms; Frequency-selective fading channels; Least squares approximation; Mean square error methods; Multiaccess communication; Resonance light scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Networking, 2003. WCNC 2003. 2003 IEEE
Conference_Location :
New Orleans, LA, USA
ISSN :
1525-3511
Print_ISBN :
0-7803-7700-1
Type :
conf
DOI :
10.1109/WCNC.2003.1200493
Filename :
1200493
Link To Document :
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