瑞利衰落信道下CDMA系统的自适应迭代接收机

T. Keovkolyan, C. Teekapakvisit
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引用次数: 0

摘要

提出了一种适用于分层空时编码CDMA (LSTC-CDMA)系统的自适应迭代接收机。LSTC-CDMA系统基于一种联合自适应迭代检测和解码算法,能够自适应消除同信道干扰(CCI)和减轻多址干扰(MAI)。在自适应检测中,前馈滤波和反馈滤波都采用了最小均方算法。为了提高自适应检测器的收敛速度,提出了部分滤波梯度LMS (PFGLMS)算法。性能结果表明,基于PFGLMS算法的接收机具有更快的收敛速度和跟踪能力,且复杂度略有提高。对该接收机在慢速和快速瑞利衰落信道下的性能进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Iterative Receiver for CDMA Systems in Rayleigh Fading Channels
An adaptive iterative receiver for a Layered Space-Time Coded CDMA (LSTC-CDMA) system has been proposed in this paper. The LSTC-CDMA system, based on a joint adaptive iterative detection and decoding algorithm, adaptively cancels Co-Channel Interference (CCI) and mitigates Multiple Access Interference (MAI). The Least Means Square (LMS) algorithm is used for both feed-forward filter and feedback filter in the adaptive detection. A Partially Filtered Gradient LMS (PFGLMS) algorithm is also proposed to improve the convergence speed of the adaptive detector. The performance results show that the receiver, based on PFGLMS algorithm, yields much faster convergence speed and tracking ability with a slightly increase in complexity. The proposed receiver is analyzed in the slow and fast Rayleigh fading channels.
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