Adaptive decorrelating detectors for CDMA channels

U. Mitra, H. Poor
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Abstract

Multi-user detection allows for the efficient use of band-width in code-division multiple-access (CDMA) channels through mitigation of near-far effects and multiple-access noise limitations. Due to its inherent noise and multi-path immunity, CDMA multi-access is being considered as a platform for personal communication systems (PCS). As CDMA based digital communication networks proliferate, the need to determine the presence of a new user and integrate knowledge of this new user into the detection scheme becomes more important. The decorrelating detector is a linear multi-user detector that is asymptotically optimal in terms of near far resistance; however, in the presence of a new unknown user, performance of the decorrelator is severely degraded. Adaptive decorrelators are constructed which adaptively augment an existing conventional decorrelator to demodulate a new active user in addition to existing risers. Several likelihood ratio based schemes are proposed.
CDMA信道的自适应去相关检测器
多用户检测允许在码分多址(CDMA)信道中通过减轻远近效应和多址噪声限制有效地利用带宽。由于其固有的噪声和多径抗扰性,CDMA多址被认为是个人通信系统(PCS)的一个平台。随着基于CDMA的数字通信网络的激增,确定新用户的存在并将该新用户的知识集成到检测方案中的需求变得更加重要。该去相关检测器是一种线性多用户检测器,在近远电阻方面是渐近最优的;然而,当存在一个新的未知用户时,去相关器的性能会严重降低。构造了自适应去相关器,该去相关器自适应地增强现有的常规去相关器,以解调除现有立管外的新活动用户。提出了几种基于似然比的方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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