DocumentCode :
2358368
Title :
On the performance of adaptive MMSE detectors for a MC-CDMA system in fast fading Rayleigh channels
Author :
Kalofonos, D.N. ; Stojanovic, M. ; Proakis, J.G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Volume :
3
fYear :
1998
fDate :
8-11 Sep 1998
Firstpage :
1309
Abstract :
Multi-carrier CDMA (MC-CDMA) is a hybrid multiple access scheme combining multi-carrier modulation (MCM or OFDM) with direct sequence spread spectrum (DS-SS). Although a common assumption in the analysis of the performance of the various MC-CDMA detectors is that they have perfect knowledge of the fading channel, this assumption is no longer valid as the fading rate (Doppler spread) of the channel increases. We examine the performance of various forms of the minimum mean square error (MMSE) detector operating in a fast fading Rayleigh channel described by a Gauss-Markov state-space model. We show that, although adaptive detection based on the LMS and RLS algorithms is possible without explicit channel estimation, a low complexity detector, termed MMSE per carrier, combined with an RLS channel estimator can achieve better performance as well as increased robustness to the selection of the adaptation parameters
Keywords :
Gaussian processes; Markov processes; OFDM modulation; Rayleigh channels; adaptive signal detection; code division multiple access; least mean squares methods; multipath channels; multiuser channels; recursive estimation; spread spectrum communication; state-space methods; Doppler spread; Gauss-Markov state-space model; LMS algorithm; MC-CDMA detectors; MC-CDMA system; MMSE per carrier; OFDM; RLS algorithm; adaptation parameters selection; adaptive MMSE detectors; adaptive detection; channel estimation; direct sequence spread spectrum; fading channel; fading rate; fast fading Rayleigh channel; fast fading Rayleigh channels; hybrid multiple access scheme; low complexity detector; minimum mean square error; multi-carrier modulation; multipath channel; performance; Detectors; Fading; Mean square error methods; Multiaccess communication; Multicarrier code division multiple access; OFDM modulation; Performance analysis; Rayleigh channels; Resonance light scattering; Spread spectrum communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 1998. The Ninth IEEE International Symposium on
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-4872-9
Type :
conf
DOI :
10.1109/PIMRC.1998.731404
Filename :
731404
Link To Document :
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