User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks

The fifth-generation (5G) ultra-dense cellular networks may face redundant handover problems due to the small coverage areas of small cells and the mobility of users, which leads to significant packet losses and network delays.Therefore, the overall user experience may degrade.In this paper, we propose a user clustering-based handover mitigation algorithm to improve the user experience for fast-moving users.To that end, the algorithm detects fast-moving users and finds their locations.Therefore, fast-moving user groups are formed by applying a clustering technique, where a central user becomes a small cell to serve the remaining users in each cluster.Simulation results demonstrate that the approach can mitigate 96.76% redundant handovers and maintain an average network throughput of 100 Mbps.

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Published
2024-10-17
DOI
https://doi.org/10.1145/3723178.3723181
Primary Topic
Wireless Communication Networks Research
Type
article
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User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks

Md Mehedi Hasan, Hira Lal Gope, Shohag Barman, Nusrat Jahan Anannya et al.
Wireless Communication Networks Research
article

User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks

Md Mehedi Hasan, Hira Lal Gope, Shohag Barman, Nusrat Jahan Anannya, Md Masum Billah
article en

Abstract

The fifth-generation (5G) ultra-dense cellular networks may face redundant handover problems due to the small coverage areas of small cells and the mobility of users, which leads to significant packet losses and network delays.Therefore, the overall user experience may degrade.In this paper, we propose a user clustering-based handover mitigation algorithm to improve the user experience for fast-moving users.To that end, the algorithm detects fast-moving users and finds their locations.Therefore, fast-moving user groups are formed by applying a clustering technique, where a central user becomes a small cell to serve the remaining users in each cluster.Simulation results demonstrate that the approach can mitigate 96.76% redundant handovers and maintain an average network throughput of 100 Mbps.

American International University-Bangladesh (BD), Sylhet Agricultural University (BD), Daffodil International University (BD), Pundra University of Science and Technology (BD)
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Openalex Percentile: Top 64%
Wireless Communication Networks Research
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