Title :
Performance enhancement of adaptive blind multiuser detection for MC-CDMA using antenna arrays
Author :
Purwoko, A. ; Attallah, S. ; Zoubir, A.M.
Author_Institution :
Australian Telecommun. Res. Inst., Curtin Univ. of Technol., Perth, WA, Australia
Abstract :
We consider signal reception in a multicarrier code division multiple access (MC-CDMA) system with an antenna array in time-varying frequency-selective fading channels. The use of subspace-based detectors with spatial diversity is proposed to recover the transmitted user symbols. The channel parameters are adaptively estimated using a blind subspace-based technique which requires only the knowledge of the user spreading code and the number of paths of the multipath channel. The signal subspace is tracked adaptively using the low cost NOOja (normalized orthogonal Oja) algorithm (Attallah, S. and Abed-Meraim, K., IEEE Sig. Processing Lett., vol.8, no.7, p.203-6, 2000). Simulation results show that the use of an antenna array considerably improves the performance of adaptive blind subspace-based detectors.
Keywords :
adaptive estimation; adaptive signal detection; antenna arrays; channel estimation; code division multiple access; diversity reception; fading channels; multipath channels; multiuser detection; radio reception; time-varying channels; MC-CDMA; adaptive estimation; adaptive signal detection; blind signal detection; channel estimation; frequency-selective fading channels; multicarrier code division multiple access system; multipath channel; multiuser detection; normalized orthogonal Oja algorithm; parameter estimation; signal reception; signal subspace; spatial diversity; spreading code; time-varying channels; Adaptive arrays; Antenna arrays; Costs; Detectors; Frequency-selective fading channels; Multicarrier code division multiple access; Multipath channels; Multiuser detection; Parameter estimation; Time varying systems;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN :
0-7803-7551-3
DOI :
10.1109/SAM.2002.1191046