迈向更节能的VLC网络:空分复用和智能照明的研究

IF 5.3 2区 计算机科学 Q1 TELECOMMUNICATIONS
Elahe Zolala;Mohammad Amir Dastgheib;Hamzeh Beyranvand;Jawad A. Salehi
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引用次数: 0

摘要

本文讨论了通过空分复用(SDM)和智能照明集成来提高可见光通信(VLC)网络能效的挑战。我们以数学的方式提出了SDM和智能照明的节能多用户VLC组网问题,并根据用户的需求定制光输出。为了解决日益复杂的优化问题,我们提出了集束发光二极管(LED)分配和功率优化(CLAP)。这种启发式方法利用基于密度的空间聚类进行有效的用户分组,并采用贪婪顺序算法进行LED分配。采用线性逼近约束优化技术确定传输光功率级。通过将可实现速率的密度函数纳入精确的发射机模型,我们的研究准确地评估了VLC系统优化中的功耗,显著提高了能效。通过对三种常用的VLC网络发射机的比较分析表明,精确的功耗确定优于常用的近似方法。所提出的方法展示了显着的改进,实现了高达55%的能源效率提高和高达58%的VLC网络功耗降低,当使用偏置- t发射机时观察到最好的结果,它可以适应直流偏置,配备AB类放大器,以其效率而闻名。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward More Energy Efficient VLC Networks: A Study on Space Division Multiplexing and Smart Lighting
This paper addresses the challenge of enhancing energy efficiency in Visible Light Communication (VLC) networks through Space Division Multiplexing (SDM) and smart lighting integration. We mathematically formulate the problem of energy-efficient multi-user VLC networking with SDM and smart illumination, tailoring the light output according to the users’ demands. To address the arising intricate optimization problem, we propose Clustered Light Emitting Diode (LED) Assignment and Power optimization (CLAP). This heuristic approach leverages density-based spatial clustering for efficient user grouping and employs a greedy sequential algorithm for LED assignment. The constrained optimization by linear approximation technique is employed to determine transmitted optical power levels. By incorporating density functions of achievable rates into precise transmitter models, our study accurately assesses power consumption in VLC system optimization, significantly enhancing energy efficiency. A comparative analysis of three popular VLC network transmitters shows that precise power consumption determination is superior to using common approximations. The proposed methodology showcases remarkable improvements, achieving up to a 55% increase in energy efficiency and up to a 58% reduction in power consumption for a VLC network, with best results observed when utilizing bias-T transmitters, which can accommodate DC biasing, equipped with class AB amplifiers, known for their efficiency.
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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