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QoS-Driven Load Balancing in Hybrid LiFi and WiFi Networks
Author(s)
Date Issued
2022-04
Date Available
2024-06-28T15:45:25Z
Abstract
This work studies the quality of service (QoS) performance of wireless networks that integrate light fidelity (LiFi) and wireless fidelity (WiFi). While the hybrid network is potential for improving network capacity, load balancing becomes essential and challenging due to the nature of heterogeneous access points (APs). A number of studies have been conducted to address this issue, focusing on maximising the network capacity with user fairness constraints. However, in practice, QoS metrics including packet loss ratio and latency are important to network services. In this paper, QoS-driven load balancing is studied for hybrid LiFi and WiFi networks (HLWNets) in two scenarios: single-AP association (SA) and multi-AP association (MA). In each case, an optimisation problem is formulated to minimise the packet loss ratio and latency, and a low-complexity iterative algorithm is proposed to solve the problem. Results show that the novel methods, especially MA, can effectively balance the traffic loads among the APs and improve the QoS performance. In addition, the more subflows the better performance MA provides. Targeting the same level of QoS, MA can achieve a system throughput up to 160% higher than the signal strength strategy and 130% higher than the proportional fairness load balancing.
Type of Material
Journal Article
Publisher
IEEE
Journal
IEEE Transactions on Wireless Communications
Volume
21
Issue
4
Start Page
2136
End Page
2146
Copyright (Published Version)
2021 IEEE
Language
English
Status of Item
Peer reviewed
ISSN
1536-1276
This item is made available under a Creative Commons License
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QoS-Driven_Load_Balancing_in_Hybrid_LiFi_and_WiFi_Networks.pdf
Size
1.57 MB
Format
Adobe PDF
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