Turbo multiuser detection

Xiaodong Wang, H. Poor
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引用次数: 5

Abstract

An iterative receiver structure is proposed for decoding multiuser information data in a convolutionally coded DS-CDMA system. The receiver performs two successive soft-output decisions, achieved by a soft-input soft-output (SISO) multiuser detector and a bank of single-user SISO channel decoders, through an iterative process. At each iteration, extrinsic information is extracted from detection and decoding stages and is then used as a priori information an the next iteration, just as in turbo decoding. A low-complexity SISO multiuser detector is developed based on a novel nonlinear interference suppression technique, which makes use of both soft-interference cancellation. And instantaneous linear MMSE filtering. Simulation results demonstrate that the proposed receiver offers significant performance gain over the traditional non-iterative receiver structure. Moreover, at high signal-to-noise ratio (SNR), single-user performance can be approached by iterative processing.
Turbo多用户检测
提出了一种用于卷积编码的DS-CDMA系统中多用户信息数据解码的迭代接收机结构。通过迭代过程,接收器执行两个连续的软输出决策,由一个软输入软输出(SISO)多用户检测器和一组单用户SISO信道解码器实现。在每次迭代中,从检测和解码阶段提取外部信息,然后在下一个迭代中作为先验信息使用,就像turbo解码一样。基于一种新型的非线性干扰抑制技术,开发了一种低复杂度的SISO多用户检测器,该技术同时利用了软干扰抵消。以及瞬时线性MMSE滤波。仿真结果表明,与传统的非迭代接收机结构相比,所提出的接收机具有显著的性能增益。此外,在高信噪比(SNR)下,可以通过迭代处理来接近单用户性能。
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