Improved wavelength independent empirical model for Fog attenuation in FSO communication systems

M. Esmail, H. Fathallah
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引用次数: 2

Abstract

Interest in free space optics (FSO) increases day-to-day as a solution for the last mile bottleneck. The FSO link reliability is in principle sufficiently high except in severe weather conditions such as fog, dust, rain, etc. In effect, fog is until now considered as a primary challenge for FSO system because this may cause attenuation up to 480 dB/km. Fog attenuation prediction was determined by Kruse formula for long time ago. However, this formula underestimates the fog attenuation. In this paper, we improve the wavelength independent model proposed in literature for fog attenuation prediction. We determine the optimum values of the parameter k using some field measurements reported in literature. The improved model is compared and evaluated with Kruse model and others reported in literature using root mean square error (RMSE) measure. The results show good performance for the proposed model with 5 dB average RMSE lower than the lowest average RMSE achieved by other models.
FSO通信系统中雾衰减的改进波长无关经验模型
自由空间光学(FSO)作为最后一英里瓶颈的解决方案日益受到关注。除雾、尘、雨等恶劣天气条件外,FSO链路的可靠性原则上是足够高的。实际上,到目前为止,雾被认为是FSO系统的主要挑战,因为它可能导致高达480 dB/km的衰减。很早以前,雾衰减预测是由克鲁斯公式确定的。然而,这个公式低估了雾的衰减。在本文中,我们改进了文献中提出的用于雾衰减预测的波长无关模型。我们使用文献中报道的一些现场测量来确定参数k的最佳值。采用均方根误差(RMSE)测量方法,将改进模型与Kruse模型及其他文献报道的模型进行比较和评价。结果表明,该模型具有较好的性能,平均RMSE比其他模型的最低平均RMSE低5 dB。
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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