A General MIMO VLC Channel Model for Underground Mining Environments

Julian Solis, Pablo Palacios Játiva, César A. Azurdia-Meza, David Zabala-Blanco, I. Soto, M. Ijaz
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Abstract

Underground Mining (UM) is a harsh environment that involves multiple threats to worker safety and needs adequate wireless communications to ensure worker well-being and optimize miner efficiency. While radio frequency signals can be used to manage such tasks, several limitations exist to its potential, as multiple phenomena affect their quality. Therefore, Visible Light Communications (VLC) has been proposed as a robust alternative to RF usage due to its many advantages over typical wireless technologies. Nevertheless, the conditions of the underground mines diverge importantly from the assumptions and simplifications of indoor models. To mitigate the problems generated by the UM environment in the VLC system, there must be adequate channel modeling that includes all the physical and external features that affect the communication system. To address this topic, in this paper, we present a generic Multiple-Input-Multiple-Output (MIMO) VLC channel analytic model for a UM environment. This channel model is evaluated with different positions of the optical receiver in a UM scenario in terms of typical metrics such as Channel Impulse Response (CIR) and Root Mean Square (RMS) delay spread. These results are the baseline that will allow us to propose solutions to improve the efficiency of the UM-VLC system in the future.
地下开采环境下通用MIMO VLC信道模型
地下采矿(UM)是一个恶劣的环境,涉及到对工人安全的多重威胁,需要足够的无线通信来确保工人的健康和优化矿工的效率。虽然射频信号可以用于管理这些任务,但由于多种现象会影响其质量,因此其潜力存在一些限制。因此,由于可见光通信(VLC)比典型的无线技术具有许多优点,因此已被提出作为射频使用的强大替代方案。然而,地下矿井的条件与室内模型的假设和简化有很大的不同。为了减轻VLC系统中UM环境产生的问题,必须有足够的信道建模,其中包括影响通信系统的所有物理和外部特征。为了解决这个问题,在本文中,我们提出了一个通用的多输入多输出(MIMO) VLC通道分析模型,用于UM环境。该信道模型在UM场景中使用光接收机的不同位置,根据信道脉冲响应(CIR)和均方根延迟扩展(RMS)等典型指标进行了评估。这些结果是基线,将使我们能够提出解决方案,以提高UM-VLC系统的效率在未来。
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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