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Industrial Networks and Intelligent Systems. 8th EAI International Conference, INISCOM 2022, Virtual Event, April 21–22, 2022, Proceedings

Research Article

QoS-Aware Load Balancing Scheme in Dense Wi-Fi 6 WLANs

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  • @INPROCEEDINGS{10.1007/978-3-031-08878-0_3,
        author={Elif Ak and Berk Canberk},
        title={QoS-Aware Load Balancing Scheme in Dense Wi-Fi 6 WLANs},
        proceedings={Industrial Networks and Intelligent Systems. 8th EAI International Conference, INISCOM 2022, Virtual Event, April 21--22, 2022, Proceedings},
        proceedings_a={INISCOM},
        year={2022},
        month={6},
        keywords={IEEE 802.11ax Dense WLANs QoS Load balancing},
        doi={10.1007/978-3-031-08878-0_3}
    }
    
  • Elif Ak
    Berk Canberk
    Year: 2022
    QoS-Aware Load Balancing Scheme in Dense Wi-Fi 6 WLANs
    INISCOM
    Springer
    DOI: 10.1007/978-3-031-08878-0_3
Elif Ak1,*, Berk Canberk2
  • 1: Computer Engineering Department
  • 2: Artificial Intelligence and Data Engineering Department, Computer and Informatics Faculty
*Contact email: akeli@itu.edu.tr

Abstract

Nowadays, increasing mobile and wireless usage demand accelerates new enhancements on IEEE 802.11 family to provide concurrent transmission and high efficiency. Thus, IEEE 802.11ax is released with the aim to improve overall throughput in dense WLANs considering the overlapping channel interference. However, the current WLANs suffer from uneven load distribution among the Access Points (AP). Because a station simply connects to the AP with the highest received signal strength indication (RSSI) in a legacy association way. And RSSI might not be the only criteria in the current WLANs due to the variety of application requirements and high date rates. Therefore, we propose a complete association scheme called Access Controller (AC) to manage admission, association, and adaptive carrier sensitivity control as a whole. The station from an overloaded AP is handed to a less loaded AP by considering various crucial metrics such as packet delivery ratio, fairness, RSSI, throughput, and round trip time. After effective load balancing, we adaptively tune the carrier sensitivity threshold to enhance concurrent transmission in IEEE 802.11ax WLANs. The results show that the proposed AC scheme outperforms in terms of fairness and per-station throughput in dense WiFi6 scenarios with over 500 stations.

Keywords
IEEE 802.11ax Dense WLANs QoS Load balancing
Published
2022-06-14
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-08878-0_3
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