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Adaptive detection in asynchronous code-division multiple-access system in multipath fading channels

机译:多径衰落信道中异步码分多址系统中的自适应检测

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In code-division multiple-access systems transmitting data over time-varying multipath channels, both intersymbol interference (ISI) and multiple-access interference (MAI) arise. In this paper, we address interference suppression, multipath diversity and processing gain protection for multiuser detection with less noise enhancement by using a parallel cancelling scheme. The proposed detector consists of a RAKE filter, forward filter, and feedback filter with different functions for each filter. The RAKE filter increases the signal-to-noise ratio by taking the advantage of multipath and code diversities. The forward filter is proposed, in combination with the feedback filter, to remove the effects of MAI and ISI by parallel cancellation. In order to avoid performance deterioration due to unreliable initial estimation in the parallel cancellation, a cost function with proper weighting is introduced to improve the performance of the proposed detector. In the proposed design method, a recursive least square algorithm is employed to update the tap-coefficients of all filters for MAI and ISI cancellation. Finally, the performance of the proposed detector is analyzed and compared with other detectors.
机译:在时分多径信道上传输数据的码分多址系统中,会出现符号间干扰(ISI)和多址干扰(MAI)。在本文中,我们通过使用并行消除方案来解决干扰抑制,多径分集和用于多用户检测的处理增益保护,且噪声增强较少。所提出的检测器由RAKE滤波器,前向滤波器和反馈滤波器组成,每个滤波器具有不同的功能。 RAKE滤波器通过利用多径和代码分集的优势来提高信噪比。提出将前向滤波器与反馈滤波器相结合,以通过并行消除来消除MAI和ISI的影响。为了避免由于并行消除中不可靠的初始估计而导致的性能下降,引入具有适当权重的代价函数以改善所提出的检测器的性能。在提出的设计方法中,采用递归最小二乘算法更新所有滤波器的抽头系数,以消除MAI和ISI。最后,分析了所提出的探测器的性能,并与其他探测器进行了比较。

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