EXIT chart analysis of turbo multiuser detection

被引:50
作者
Li, K [1 ]
Wang, XD [1 ]
机构
[1] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
基金
美国国家科学基金会;
关键词
coding-spreading tradeoff; extrinsic information transfer (EXIT) chart; finite block length; multiuser detection;
D O I
10.1109/TWC.2004.840260
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We study the mutual information transfer characteristics of the soft interference cancellation (SIC) multiuser detectors (MUD) for coded code-division multiple-access (CDMA) systems in synchronous additive white Gaussian noise (AWGN) and asynchronous multipath fading channels. Based on the extrinsic information transfer (EXIT) chart technique, we compare the asymptotic (as the block length goes to infinity) performance and the convergence behavior of different joint detection schemes which are highly dependent upon different system parameters and channel conditions. A framework of using the EXIT chart to analyze the coding-spreading tradeoff is also addressed for turbo multiuser detection. Results show that the SIC-minimum mean square error (MMSE) MUD generally provides a higher spectral efficiency than the SIC-match filter (MF) MUD. Moreover, the impact of finite block length on the convergence behavior of turbo MUD is also analyzed using a consistent Gaussian approximation on the distribution of the output extrinsic information.
引用
收藏
页码:300 / 311
页数:12
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