A multiuser interference mitigation scheme in uplink MC-CDMA with CFO Estimation-MMSE FEQ technique

Akalily Mardhiyya, R. P. Astuti, N. Adriansyah
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引用次数: 3

Abstract

In the uplink system, different carrier frequency offsets (CFO) of different users at the receiver resulting multiuser interference (MUI) and thus degrade the performance of Multicarrier Code Division Multiple Access (MC-CDMA) system. In the previous study, Modified Minimum Mean Square Error Frequency Domain Equalization (Modified MMSE-FDE) has been proposed by Agnihotri which results in a better performance than the conventional MMSE. However, the achieved Bit Error Rate (BER) is not smaller than 10−2 for Signal to Noise Ratio (SNR) below 20. This paper proposed a new algorithm to improve Modified MMSE-FDE performance in mitigating multiuser interference (MUI) in single cell MC-CDMA system, that is called as Carrier Frequency Offset Estimation-Minimum Mean Square Error Frequency Domain Equalization (CFO Estimation-MMSE FEQ). CFO Estimation-MMSE FEQ takes into account the rest of MUI as well as Modified MMSE-FDE to design equalization coefficient, but CFO Estimation-MMSE FEQ uses CFO estimation that is not on Modified MMSE-FDE. The value of CFO is estimated and regenerated in the receiver and then used to estimate MUI. In order to get signal processing more efficient, CFO Estimation-MMSE FEQ only takes the real trace of equalization coefficient matrix. MC-CDMA with CFO Estimation-MMSE FEQ has better performance than MC-CDMA with Modified MMSE-FDE. However, the complexity of CFO Estimation-MMSE FEQ is higher than Modified MMSE-FDE. By taking only the real trace of equalization coefficient matrix, the complexity of CFO Estimation-MMSE FEQ is getting simpler than taking the whole of equalization coefficient matrix. Furthermore, CFO Estimation-MMSE FEQ that takes only the real trace of equalization coefficient matrix is 2.9 % more efficient than CFO Estimation-MMSE FEQ that takes the whole of equalization coefficient matrix.
基于CFO估计- mmse FEQ技术的MC-CDMA上行多用户干扰抑制方案
在上行系统中,接收端不同用户的载波频偏(CFO)不同会导致多用户干扰(MUI),从而降低多载波码分多址(MC-CDMA)系统性能。在之前的研究中,Agnihotri提出了修正最小均方误差频域均衡(Modified MMSE- fde),其性能优于传统的MMSE。在信噪比小于20的情况下,实现的误码率(BER)不小于10−2。本文提出了一种新的改进MMSE-FDE算法,即载波频偏估计-最小均方误差频域均衡化(CFO估计- mmse FEQ),以改善单小区MC-CDMA系统中多用户干扰的抑制性能。CFO估计- mmse FEQ考虑了MUI的其余部分以及修改的MMSE-FDE来设计均衡系数,但CFO估计- mmse FEQ使用的CFO估计不是修改的MMSE-FDE。在接收器中估计CFO的值并重新生成,然后用于估计MUI。为了使信号处理更有效,CFO估计- mmse FEQ只取均衡系数矩阵的实迹。采用CFO估计- mmse FEQ的MC-CDMA比采用改进MMSE-FDE的MC-CDMA性能更好。然而,CFO估计- mmse FEQ的复杂性高于改进的MMSE-FDE。通过只取均衡系数矩阵的实迹,CFO估计- mmse FEQ的复杂度比取整个均衡系数矩阵要简单。此外,仅取均衡系数矩阵真实轨迹的CFO估计- mmse FEQ比取整个均衡系数矩阵的CFO估计- mmse FEQ效率高2.9%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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