DocumentCode :
1860771
Title :
A robust technique for multiuser detection in non Gaussian channels
Author :
Kumar, T. Anil ; Rao, K. Deergha ; Swamy, M.N.S.
Author_Institution :
Dept. of Electron. & Instrum. Eng., Kakatiya Inst. of Technol. & Sci., Warangal, India
Volume :
3
fYear :
2004
fDate :
25-28 July 2004
Abstract :
In many physical channels where multiuser detection techniques are to be applied, the ambient channel noise is known through experimental measurements to be decidedly non-Gaussian, due largely to impulsive phenomenon. This is due to impulsive nature of man-made electromagnetic interference and a great deal of natural noise. This paper presents a robust multiuser detector for combating multiple access interference and impulsive noise in CDMA communication systems. This detector is essentially a robust version of the linear decorrelating multiuser detector. The robustification is based on the Hampel´s M-estimator found in robust statistics. The approach is corroborated with simulation results. Simulation results show that the proposed approach yields significant performance gain over the linear decorrelating multiuser detector with little attendant increase in the computational complexity. Further, it offers better gain over the Huber´s M-estimator.
Keywords :
code division multiple access; communication complexity; electromagnetic interference; error statistics; impulse noise; maximum likelihood estimation; multiuser detection; telecommunication channels; CDMA communication systems; Hampel M-estimator; channel noise; computational complexity; electromagnetic interference; impulsive noise; linear decorrelating multiuser detector; multiple access interference; nonGaussian channels; robust statistics; Computational modeling; Decorrelation; Detectors; Electromagnetic interference; Electromagnetic measurements; Gaussian channels; Multiple access interference; Multiuser detection; Noise measurement; Noise robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN :
0-7803-8346-X
Type :
conf
DOI :
10.1109/MWSCAS.2004.1354338
Filename :
1354338
Link To Document :
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