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Channel estimation and signal detection for MC-CDMA in multipath fading channels

机译:多径衰落信道中MC-CDMA的信道估计和信号检测

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We consider a multicarrier code-division multiple access (MC-CDMA) system over multipath fading channels. We first develop a model for such a system. Then, we propose the channel estimation based on least square (LS) algorithm and linear interpolation in frequency domain. For signal detection, different detection algorithms are introduced including maximum ratio combining (MRC), minimum mean square error (MMSE), parallel interference cancellation (PIC), and interference cancellation based on expectation-maximization (EM) algorithm. Performances of these different algorithms are illustrated by numerical results in a system with 512 subcarriers and 5 MHz bandwidth at 2.5 GHz over some of ITU channel models. Our simulation results demonstrate that with MMSE algorithm significant performance gain is achieved compared to that with MRC algorithm. The system performance can be further improved by PIC and EM algorithms.
机译:我们考虑在多径衰落信道上的多载波码分多址(MC-CDMA)系统。我们首先为这种系统开发模型。然后,提出了基于最小二乘算法和频域线性插值的信道估计方法。对于信号检测,引入了不同的检测算法,包括最大比率合并(MRC),最小均方误差(MMSE),并行干扰消除(PIC)和基于期望最大化(EM)算法的干扰消除。这些不同算法的性能通过在某些ITU信道模型上具有512个子载波和2.5 GHz上5 MHz带宽的系统中的数值结果来说明。我们的仿真结果表明,与MRC算法相比,使用MMSE算法可获得显着的性能提升。 PIC和EM算法可以进一步提高系统性能。

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