DocumentCode :
542803
Title :
Adaptive MMSE equalization for wideband CDMA forward link with time-varying frequency selective channels
Author :
Chowdhury, Samina ; Zoltowski, Michael D.
Author_Institution :
School of Electrical Engineering, Purdue University, West Lafayette, IN 47907-1285, USA
Volume :
3
fYear :
2002
fDate :
13-17 May 2002
Abstract :
In recent years, receivers based on channel equalization on the chip-level prior to despreading have been proposed for the 3G wideband CDMA forward link. Of these the chip-level MMSE equalizer has attracted much interest. In this paper, we investigate the performance of training-based MMSE equalizers in moderate to rapid time-varying Rayleigh faded channels. We show that the standard MMSE equalizers fail to adequately track the time-variations as large Doppler shifts. We also demonstrate that chip-level MMSE equalizers that exploit the underlying channel structure, specifically the fact that the channel impulse response is sparse, are much more robust against time-selective fading. This equalizer is obtained by projecting the full-rank data vectors onto a much lower dimensional subspace spanned by a few columns of the pulse shaping filter convolution matrix, as determined by the multipath delays. Simulations results show that this low-rank MMSE equalizer performs significantly better than both standard MMSE equalizers and the RAKE receiver in time-varying situations.
Keywords :
Adaptive equalizers; Downlink; Least squares approximation; Multiaccess communication; Receivers; Variable speed drives;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
ISSN :
1520-6149
Print_ISBN :
0-7803-7402-9
Type :
conf
DOI :
10.1109/ICASSP.2002.5745182
Filename :
5745182
Link To Document :
بازگشت