Conference Proceedings

Blind adaptive detection for CDMA systems based on regularized independent component analysis

KH Yap, L Guan, J Evans

GLOBECOM '01: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6 | IEEE | Published : 2001

Abstract

In this paper, we present a new approach to blind adaptive detection for CDMA systems based on regularized independent component analysis (ICA). Classical ICA algorithms are effective in separating linearly weighted signal mixtures consisting of subgaussian and supergaussian signals. However, they do not incorporate any information of the weighting matrix, in this case, the user's signature sequence into the formulation. This results in underutilization of the information available. To address this difficulty, we propose a new ICA algorithm that combines a contrast function and a regularization functional to integrate the information of the user's signature. A blind adaptive detector based o..

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University of Melbourne Researchers