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Subspace-Based Schemes for NBI and MAI Suppression in DS-CDMA Communications

机译:DS-CDMA通信中基于子空间的NBI和MAI抑制方案

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This paper deals with narrowband interference (NBI) and multiple access interference (MAI) suppression based on subspace-based approaches for direct-sequence code-division multiple-access (DS-CDMA) systems. First, the signal subspace-based and the interference subspace-based techniques are developed to estimate the noisy DS-CDMA signal and the interference signal, respectively. In conjunction with a modified multiple constrained minimum variance multiuser detector, we develop two efficient schemes to deal with the NBI and MAI that do not need any prior knowledge about the characteristics of the interference and specific training sequence. Next, an adaptive implementation based on a signal subspace tracking algorithm and a recursive least mean square algorithm is also developed. Several computer simulation examples in terms of bit error rate are provided for illustrating the effectiveness of the proposed schemes.
机译:本文研究了基于子空间的直接序列码分多址(DS-CDMA)系统的窄带干扰(NBI)和多址干扰(MAI)抑制。首先,开发了基于信号子空间和基于干扰子空间的技术来分别估计噪声DS-CDMA信号和干扰信号。结合修改后的多重约束最小方差多用户检测器,我们开发了两种有效的方案来应对NBI和MAI,不需要任何关于干扰特性和特定训练序列的先验知识。接下来,还开发了一种基于信号子空间跟​​踪算法和递归最小均方算法的自适应实现。提供了一些关于误码率的计算机仿真示例,以说明所提出方案的有效性。

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