WRR dynamic resource allocation algorithm in visible light communication and WiFi heterogeneous network

This paper proposes a weighted round-robin (WRR) algorithm based on the round-robin (RR) algorithm and proportional fairness (PF) algorithm aimed to enhance the quality of service (QoS) in visible light communication (VLC)/WiFi heterogeneous networks. Before each scheduling round, the algorithm assi...

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Vydáno v:Proceedings of ... IEEE International Conference on Computer and Communications (Online) s. 283 - 287
Hlavní autoři: Yang, Liwei, Liang, Xue, Fei, Yuang, Bi, Zeyang, Lv, Shusheng, Yang, Yating
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 08.12.2023
Témata:
Heterogeneous networks
Heuristic algorithms
Measurement
Quality of service
resource allocation
Resource management
Simulation
system throughput
Throughput
VLC/WiFi heterogeneous network
WRR
ISSN:2837-7109
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Shrnutí:This paper proposes a weighted round-robin (WRR) algorithm based on the round-robin (RR) algorithm and proportional fairness (PF) algorithm aimed to enhance the quality of service (QoS) in visible light communication (VLC)/WiFi heterogeneous networks. Before each scheduling round, the algorithm assigns the user's priority based on the user's instantaneous request rate, distance to the nearest access point, and shadow fading. Meanwhile, user resource prioritization in different areas is proposed, considering the differences in VLC and WiFi coverage. Simulation results demonstrate that the WRR algorithm improves the system's throughput while maintaining fairness and can provide users with an improved communication experience, thereby increasing its application potential.
ISSN:2837-7109
DOI:10.1109/ICCC59590.2023.10507619