DocumentCode :
353144
Title :
Simple MMSE equalizers for CDMA downlink to restore chip sequence: comparison to zero-forcing and RAKE
Author :
Krauss, T.P. ; Zoltowski, M.D. ; Leus, Geert
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Volume :
5
fYear :
2000
fDate :
2000
Firstpage :
2865
Abstract :
This work focuses on the forward link in a CDMA based multiuser communication system experiencing frequency dependent multipath fading. The mobile handset is assumed to have two antennas, either spatially separated or having diverse polarizations. Previous work on linear equalizers to restore orthogonality of the Walsh-Hadamard channel codes in this scenario led to a comparison of zero-forcing (ZF) equalizers and the RAKE receiver. A chip-rate MMSE equalizer is derived that minimizes the MSE between the synchronous “sum signal” of all the users from a given base station and the equalized chip sequence; this equalizer is followed by correlation with the desired user´s spreading code times the base-station´s long code. In this MMSE derivation, the sum of chip sequences of all the users is modeled as an i.i.d. random sequence. This leads to a “simple” MMSE equalizer that does not depend on the Walsh-Hadamard spreading codes, or the long code, currently employed at the base station. For further improvement, the “best” equalizer delay is chosen to minimize the MSE. Theoretically, the MMSE equalizer approaches the RAKE receiver at low SNR and the ZF equalizer at high SNR. Simulation results show that the ZF equalizer´s average performance is dominated by a very small percentage of “bad channels” with close to common zeroes, while the MMSE equalizer is resistant to this pathological noise gain problem. The end result is that the MMSE´s average BER performance is dramatically better than that of both ZF and RAKE (even though only moderately better than ZF for most well behaved channels)
Keywords :
cellular radio; code division multiple access; equalisers; fading channels; least mean squares methods; multipath channels; multiuser channels; radio links; radio receivers; CDMA downlink; MMSE equalizers; RAKE receiver; Walsh-Hadamard channel codes; antennas; average BER performance; base station; cellular radio; chip sequence restoration; correlation; equalized chip sequence; equalizer delay; forward link; frequency dependent multipath fading; high SNR; i.i.d. random sequence; linear equalizers; low SNR; mobile handset; multiuser communication system; simulation results; spreading code; synchronous sum signal; zero-forcing equalizers; Base stations; Communication systems; Downlink; Equalizers; Fading; Frequency dependence; Mobile handsets; Multiaccess communication; Multipath channels; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1520-6149
Print_ISBN :
0-7803-6293-4
Type :
conf
DOI :
10.1109/ICASSP.2000.861120
Filename :
861120
Link To Document :
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