密度演化在超载编码CDMA系统turbo-MUD设计中的应用

S. Morosi, E. Del Re, R. Fantacci, A. Chiassai
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引用次数: 0

摘要

提出并研究了一种用于超载编码的DS-CDMA系统的turbo多用户检测器,并通过蒙特卡罗仿真和密度演化理论对该系统的性能进行了测试。所提出的涡轮- mud接收机是基于在第一阶段使用线性MMSE检测器和在后续阶段使用干扰消除方案的组合。两个接收机的输入都是来自一组涡轮解码器的软信息。通过密度演化技术,可以在过载通信系统中有效地预测所提出的接收机的性能:该技术的使用还允许我们评估MMSE迭代的适当次数,使接收机的设计更容易。
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Application of density evolution in turbo-MUD design for overloaded coded CDMA systems
An original turbo multiuser detector for overloaded coded DS-CDMA systems is presented and studied: the performance of the proposed system is tested by Monte Carlo simulations and by means of the density evolution theory. The proposed turbo-MUD receiver is based on the use a combination of a linear MMSE detector in the first stages and an interference cancellation scheme in the successive ones. The inputs of both receivers are the soft information from a bank of turbo decoders. The performance of the proposed receiver can be effectively predicted in overloaded communication systems by means of density evolution technique: the use of this technique also permits us to evaluate the proper number of MMSE iterations, making easier the design of the receiver.
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