Outage and Rate Analysis for Industrial Internet of Things in Multitier Visible Light Communication Networks Inside Finite 3-D Space

被引:1
|
作者
Zhou, Yiming [1 ]
Huang, Nuo [1 ]
Xu, Zhengyuan [1 ]
机构
[1] Univ Sci & Technol China, Sch Informat Sci & Technol, CAS Key Lab Wireless Opt Commun, Hefei 230027, Peoples R China
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 11期
基金
中国国家自然科学基金;
关键词
Industrial Internet of Things; Visible light communication; Light emitting diodes; Performance evaluation; Lighting; Interference; Three-dimensional displays; Achievable rate; Industrial Internet of Things (IIoT); outage probability; Poisson point process (PPP); stochastic geometry (SG); visible light communications (VLCs); STOCHASTIC GEOMETRY ANALYSIS; CAPACITY; OPTIMIZATION; PERFORMANCE; MOBILITY; COVERAGE; LIFI; IOT;
D O I
10.1109/JIOT.2024.3371174
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, downlink multitier visible light communication (VLC) networks in the Industrial Internet of Things (IIoT) are studied in terms of outage probability and achievable rate. The industrial VLC network is modeled as a multitier network in a finite space under limited receiver field of view (FOV), in which access points (APs) of each tier at their own height follow a Poisson point process (PPP) distribution. Random interference between different tiers in the multitier network and the boundary effects in a finite space lead to difficulties in analysis, so we propose a new stochastic geometric-based analytical framework to tackle this problem. Our analytical expressions precisely capture the impact of typical IIoT device's FOV and position in a finite space on the outage probability and average achievable rate. For a typical IIoT device which is far away from the boundary, the boundary effect is found to be negligible. Finally, the analytical results are verified by simulations. We observe that the changes in the FOV and the number of APs mainly affect interference and cell coverage, and further influence the network performance of multitier VLC networks. We also investigate how the other network parameters influence performance metrics, emphasizing that reasonable parameter settings can yield better VLC network performance.
引用
收藏
页码:20590 / 20604
页数:15
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