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Gains and limits of MIMO technology for safety-critical PLC applications

机译:适用于安全关键型PLC应用的MIMO技术的优点和缺点

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摘要

Many Power Line Communication (PLC) systems operate on top of multi-conductor infrastructures, which allows for the adoption of Multiple Input Multiple Output (MIMO) techniques. Current channel models for MIMO PLC do not consider terminal conditions and are focused on optimizing the average case. For safety-critical applications, however, the line terminations are important, as system performance has to be guaranteed for any conditions???including the worst case. In this paper, we present an analytical and a SPICE1-simulated channel model based on transmission line theory that is capable of incorporating terminal networks. Further, we evaluate the channel capacity and compare three different systems that could be deployed in a multi-conductor environment: A Single Input Single Output (SISO) system, multiple parallel SISO systems and a MIMO system. With our channel model we show that the terminal conditions have an impact on the overall signal attenuation, but also that they affect the relative cross-talk level compared to direct channels. Although we can confirm existing findings that MIMO techniques do provide performance gains, our results show that this is only true above a certain signal-to-noise ratio (SNR). For low SNRs, these gains decrease and in worst case, the gains over a SISO system are lost. Also, parallel SISO systems do not offer robust performance gains over single SISO systems, which discourages their use for safety-critical applications.
机译:许多电力线通信(PLC)系统在多导体基础设施之上运行,从而允许采用多输入多输出(MIMO)技术。 MIMO PLC的当前通道模型不考虑终端条件,而是专注于优化平均情况。然而,对于安全性至关重要的应用,线路终端是重要的,因为必须在包括最坏情况在内的任何条件下保证系统性能。在本文中,我们提出了一种基于传输线理论的分析和SPICE1仿真的信道模型,该模型能够合并终端网络。此外,我们评估信道容量并比较可在多导体环境中部署的三种不同系统:单输入单输出(SISO)系统,多个并行SISO系统和MIMO系统。通过我们的信道模型,我们表明终端条件对整体信号衰减有影响,但与直接信道相比,它们也会影响相对串扰水平。尽管我们可以证实现有的发现,即MIMO技术确实可以提供性能增益,但是我们的结果表明,只有在特定的信噪比(SNR)以上,这才是正确的。对于低SNR,这些增益会降低,在最坏的情况下,会损失SISO系统上的增益。此外,并行SISO系统不能提供比单个SISO系统更强大的性能,这会阻碍其在安全性至关重要的应用中的使用。

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