水汽对地铁应急物联网毫米波信道的影响
作者:
作者单位:

1.北京市地铁运营有限公司 机电分公司,北京 100044;2.北京交通大学,先进轨道交通自主运行全国重点实验室;3.电子信息工程学院,北京 100044;4.北京乾径科技有限公司,北京 100076

作者简介:

李 帅(1986-),男,学士,高级工程师,主要研究方向为物联网技术.email:lishuai6799@bjsubway.com.
王梦阳(2002-),男,在读硕士研究生,主要研究方向为宽带移动通信与专用移动通信.
弓子悦(2000-),男,硕士,工程师,主要研究方向为宽带移动通信与专用移动通信.
官 科(1983-),男,博士,教授,主要研究方向为电磁环境数字孪生.

通讯作者:

王梦阳 email:wangmengyang@bjtu.edu.cn

基金项目:

北京地铁自有信息化改造科研项目(2024000501000012)

伦理声明:



Impact of water vapor on the millimeter-wave channel of metro emergency IoT
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Affiliation:

1.Electromechanical Branch,Beijing Subway Operation Co.,Ltd.,Beijing 100044,China;2.a.State Key Laboratory of Advanced Rail Autonomous Operation;3.b.School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,China;4.Beijing MetaRadio Technology Co.,Ltd.,Beijing 100076,China

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    摘要:

    当前,亚6 GHz频段凭借覆盖范围广、传播稳定性强等优势,仍是物联网(IoT)应用的主流频段选择。但随着海量数据传输需求的急剧增长,毫米波频段以其超大带宽特性,正逐渐成为未来物联网传输的重要发展方向。当地铁发生火灾时,喷淋系统激活所形成的高密度水汽环境会引发毫米波信号的复杂衰减,显著增加信道分析的难度。本文聚焦该应急场景,系统研究水汽因素对地铁物联网毫米波信道特性的影响。通过在地铁站台场景中分别对亚6 GHz频段(3~5 GHz)与毫米波频段(24~26 GHz)开展射线追踪仿真,提取路径损耗、阴影衰落、莱斯K因子、均方根时延扩展和角度扩展等关键参数,重点分析这些参数在水汽影响下的变化规律。结果表明,水汽环境对毫米波信号造成显著附加衰减,尤其在毫米波频段,路径损耗较亚6 GHz平均增大约12~ 18 dB,莱斯K因子下降明显,多径分量分布更加分散。基于上述分析,本文提出了适用于水汽干扰场景的信道建模方法与通信优化策略,为地铁应急物联网系统中的毫米波通信设计提供理论依据与技术参考。

    Abstract:

    Currently, the sub-6 GHz band remains the mainstream frequency choice for Internet of Things(IoT) applications due to its advantages in wide coverage and stable propagation. However, with the explosive growth of massive data transmission demands, the millimeter-wave (mmWave) band is emerging as a crucial development direction for future IoT communication, owing to its ultra-large bandwidth characteristics. During subway fires, the high-density water vapor environment generated by activated sprinkler systems causes complex attenuation of mmWave signals, significantly increasing the difficulty of channel analysis. This paper focuses on this emergency scenario to systematically investigate the impact of water vapor on mmWave channel characteristics in subway IoT systems. Through ray-tracing simulations conducted in a subway station environment, both the sub-6 GHz band (3~5 GHz) and the mmWave band(24~26 GHz) are examined. Key parameters including path loss, shadow fading, Rician K-factor, Root Mean Square(RMS) delay spread, and angular spread are extracted, with particular emphasis on analyzing their variation patterns under water vapor influence. The results demonstrate that the water vapor environment introduces significant additional attenuation to mmWave signals. Specifically, in the mmWave band, the path loss increases by approximately 12~18 dB on average compared to the sub-6 GHz band, the Rician K-factor decreases notably, and multipath components become more dispersed. Based on these findings, this paper proposes a channel modeling methodology and communication optimization strategies suitable for water-vapor-interference scenarios, providing theoretical foundations and technical references for mmWave communication design in subway emergency IoT systems.

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李帅,王梦阳,弓子悦,官科.水汽对地铁应急物联网毫米波信道的影响[J].太赫兹科学与电子信息学报,2025,23(12):1278~1288

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  • 收稿日期:2025-09-19
  • 最后修改日期:2025-10-25
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  • 在线发布日期: 2026-02-13
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