Genetic algortihm based resource allocation technique for VLC networks

M. S. Demir, O. F. Gemici, M. Uysal
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引用次数: 8

Abstract

In this paper, we present a genetic algorithm (GA) based resource allocation technique for indoor optical visible light communication (VLC) networks. Optical VLC network using existing lighting infrastructure in an indoor environment is a cellular network with very small size cells. It is necessary to have effective resource allocation mechanisms for VLC networks to maximize system throughput and fairness among users. We propose a GA based resource allocation scheme to improve total system throughput. Our proposed scheme gives better results compared to Round Robin and Best CQI algorithms in terms of system throughput.
基于遗传算法的VLC网络资源分配技术
提出了一种基于遗传算法的室内光学可见光通信(VLC)网络资源分配技术。在室内环境中使用现有照明基础设施的光学VLC网络是一个具有非常小尺寸单元的蜂窝网络。VLC网络需要有效的资源分配机制,以最大限度地提高系统吞吐量和用户之间的公平性。我们提出了一种基于遗传算法的资源分配方案,以提高系统的总吞吐量。与轮询和最佳CQI算法相比,我们提出的方案在系统吞吐量方面取得了更好的结果。
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