编码MC-CDMA上行链路的迭代半盲多用户检测器

P. Kafle, A. Sesay
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引用次数: 4

摘要

迭代多用户检测是提高编码CDMA系统性能和容量的一种有效的信号处理技术。然而,先前提出的迭代多用户接收机是基于对系统中所有用户的传播码的完全了解。在未知干扰存在的情况下,这些接收机的性能会显著下降,这种干扰是由不知道传播码的小区外用户引起的。在典型的上行系统中,很大一部分干扰往往是由这些未知用户引起的。在本文中,我们提出了一种迭代半盲接收机,用于这种上行环境下的编码系统。它基于最小均方误差准则。该迭代接收机利用已知用户信息计算对数似然比,同时盲目抑制未知干扰。我们考虑了一种多载波CDMA系统,它在未来的高速无线系统中受到了相当大的关注。Turbo码用于信道编码,具有log-MAP解码。仿真结果表明,所提出的迭代半盲方法比传统的非迭代和非盲迭代接收机具有较大的性能增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An iterative semi-blind multiuser detector for coded MC-CDMA uplink
Iterative multiuser detection is a powerful signal processing technique to increase performance and capacity of coded CDMA systems. However, previously proposed iterative multiuser receivers have been based on complete knowledge of spreading codes of all users in the system. Performance of these receivers degrades significantly in the presence of unknown interference, caused by out-of-cell users whose spreading codes are not known. A significant part of the interference in a typical uplink system is often due to such unknown users. In this paper, we propose an iterative semi-blind receiver for a coded system in such an uplink environment. It is based on the minimum mean square error criterion. The proposed iterative receiver utilizes known users' information for the computation of log-likelihood ratios, while blindly suppressing unknown interference. We consider a multicarrier CDMA system, which has received considerable attention for future high-speed wireless systems. Turbo code is used for channel coding, with log-MAP decoding. Simulation results demonstrate that the proposed iterative semi-blind method offers substantial performance gain over that of the conventional noniterative and non blind iterative receivers.
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