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室内正交频分多址可见光通信系统的资源分配算法

Resource allocation algorithm of an indoor OFDMA VLC system.

作者信息

Shi Huili, Wang Ping, Yang Ting, Che Hui, Zhang Yang, Li Peiyu

出版信息

Appl Opt. 2022 Jun 20;61(18):5368-5374. doi: 10.1364/AO.457590.

Abstract

In this work, a resource management algorithm is proposed for an indoor visible light communication (VLC) access network using an orthogonal frequency division multiple access (OFDMA) scheme. With OFDMA, adaptive modulation is adopted to improve the frequency spectrum efficiency of this VLC system. Specifically, the long-term time-averaged optimization problem is transformed into a series of single timeslot online problems via a Lyapunov optimization technique. Then, each user is provided with a separate queue to maintain the random arrival data by a VLC access point, and a subcarrier allocation solution is subsequently presented to maximize the transmission rate. Numerical simulation shows that compared with the best channel state information (BC) algorithm and round robin (RR) algorithm, the proposed algorithm can not only ensure the transmission rate but also greatly improve system stability. In particular, for mean arrival rate =7/, the system stability by the proposed algorithm improves by about 53.36% and 61.36% in comparison with BC and RR algorithms, respectively. This work will benefit the design and development of indoor OFDMA VLC systems.

摘要

在这项工作中,针对使用正交频分多址(OFDMA)方案的室内可见光通信(VLC)接入网络,提出了一种资源管理算法。采用OFDMA时,采用自适应调制来提高该VLC系统的频谱效率。具体而言,通过李雅普诺夫优化技术将长期时间平均优化问题转化为一系列单时隙在线问题。然后,由VLC接入点为每个用户提供一个单独的队列来维持随机到达的数据,并随后提出一种子载波分配解决方案以最大化传输速率。数值模拟表明,与最佳信道状态信息(BC)算法和轮询(RR)算法相比,所提算法不仅能确保传输速率,还能大大提高系统稳定性。特别是,对于平均到达率=7/,与BC算法和RR算法相比,所提算法的系统稳定性分别提高了约53.36%和61.36%。这项工作将有利于室内OFDMA VLC系统的设计与开发。

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