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

Leyna Sadamori, T. Hunziker, S. Dominiak
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Abstract

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.
安全关键型PLC应用中MIMO技术的增益和限制
许多电力线通信(PLC)系统运行在多导体基础设施之上,这允许采用多输入多输出(MIMO)技术。目前用于MIMO PLC的信道模型没有考虑终端条件,而是专注于优化平均情况。然而,对于安全关键型应用程序,线路终止是很重要的,因为必须保证任何条件下的系统性能——包括最坏的情况。在本文中,我们提出了一个基于传输线理论的分析和spice1模拟信道模型,该模型能够结合终端网络。此外,我们评估了信道容量,并比较了可以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。虽然我们可以证实现有的研究结果,即MIMO技术确实提供了性能提升,但我们的研究结果表明,这仅在一定的信噪比(SNR)以上是正确的。对于低信噪比,这些增益会减少,在最坏的情况下,SISO系统的增益会丢失。此外,与单个SISO系统相比,并行SISO系统不能提供强大的性能提升,这阻碍了它们在安全关键型应用程序中的使用。
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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