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Computationally -Efficient Algorithms for Multiuser Detection in Short Code Wideband CDMA (TDD) Systems

机译:短时间多用户检测的计算有效算法   码宽带CDma(TDD)系统

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摘要

Paper derives and analyzes a novel block Fast Fourier Transform (FFT) basedjoint detection algorithm. The paper compares the performance and complexity ofthe novel block-FFT based joint detector to that of the Cholesky based jointdetector and single user detection algorithms. The novel algorithm can operateat chip rate sampling, as well as higher sampling rates, unlike existingalgorithms. For the performance/complexity analysis, the time division duplex(TDD) mode of a wideband code division multiplex access (WCDMA) is considered.The results indicate that the performance of the fast FFT based joint detectoris comparable to that of the Cholesky based joint detector, and much superiorto that of single user detection algorithms. On the other hand, the complexityof the fast FFT based joint detector is significantly lower than that of theCholesky based joint detector and less than that of the single user detectionalgorithms. For the Cholesky based joint detector, the approximate Choleskydecomposition is applied. Moreover, the novel method can also be applied to anygeneric multiple-input-multiple-output (MIMO) system.
机译:本文推导并分析了一种新颖的基于块快速傅里叶变换(FFT)的联合检测算法。本文将新颖的基于块FFT的联合检测器与基于Cholesky的联合检测器和单用户检测算法的性能和复杂性进行了比较。与现有算法不同,该新颖算法可以在码片速率采样以及更高的采样速率下运行。在性能/复杂度分析中,考虑了宽带码分多址(WCDMA)的时分双工(TDD)模式。结果表明,基于快速FFT的联合检测器的性能可与基于Cholesky的联合检测器相媲美。 ,并且优于单用户检测算法。另一方面,基于快速FFT的联合检测器的复杂度显着低于基于Cholesky的联合检测器的复杂度,并且小于单个用户检测算法的复杂度。对于基于Cholesky的联合检测器,将应用近似的Cholesky分解。而且,该新颖方法还可以应用于任何通用的多输入多输出(MIMO)系统。

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    De, Parthapratim;

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  • 年度 2014
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