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首页> 外文期刊>Serie Electrotechnique et Energetique >FAST CONVERGENCE ADAPTIVE MMSE RECEIVER FOR ASYNCHRONOUS DS-CDMA SYSTEMS
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FAST CONVERGENCE ADAPTIVE MMSE RECEIVER FOR ASYNCHRONOUS DS-CDMA SYSTEMS

机译:异步DS-CDMA系统的快速收敛自适应MMSE接收器

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摘要

This paper reconsiders the Minimum Mean-Squared Error (MMSE) single user adaptive receiver for the asynchronous Direct Sequence - Code Division Multiple Access (DS-CDMA) system. During the training period the classical MMSE receiver adapts the tap weights once every data bit interval. Our aim is to reduce the overhead introduced during the training period. This will be achieved by adapting the tap weights several times during each bit interval, in an iterative manner. Due to this iterative process, the adaptive filter achieves a faster convergence rate. Hence, the training interval or Multiple-Access Interference (MAI) can be significantly reduced. Nevertheless, this performance improvement is computational expensive.
机译:本文重新考虑了异步直接序列码分多址(DS-CDMA)系统的最小均方误差(MMSE)单用户自适应接收机。在训练期间,传统的MMSE接收器会在每个数据位间隔调整抽头权重一次。我们的目标是减少培训期间引入的开销。这将通过在每个位间隔内以迭代方式多次调整抽头权重来实现。由于该迭代过程,自适应滤波器实现了更快的收敛速度。因此,可以显着减少训练间隔或多址干扰(MAI)。然而,这种性能改进在计算上是昂贵的。

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