Shah, Syed Tariq and Sohaib, Rana M and Shawky, Mahmoud A and Khan, Wali Ullah (2025) Proportional Fair Resource Scheduling for Cell-Edge Users in O-RAN-Based Small-Cell Networks. In: 2025 IEEE Wireless Communications and Networking Conference (WCNC):, 2025-03-23 - 2025-02-27, Milan. Italy.
Shah, Syed Tariq and Sohaib, Rana M and Shawky, Mahmoud A and Khan, Wali Ullah (2025) Proportional Fair Resource Scheduling for Cell-Edge Users in O-RAN-Based Small-Cell Networks. In: 2025 IEEE Wireless Communications and Networking Conference (WCNC):, 2025-03-23 - 2025-02-27, Milan. Italy.
Shah, Syed Tariq and Sohaib, Rana M and Shawky, Mahmoud A and Khan, Wali Ullah (2025) Proportional Fair Resource Scheduling for Cell-Edge Users in O-RAN-Based Small-Cell Networks. In: 2025 IEEE Wireless Communications and Networking Conference (WCNC):, 2025-03-23 - 2025-02-27, Milan. Italy.
Abstract
This paper introduces a novel strategy for radio resource scheduling in a Coordinated Multi-Point (CoMP) Open Radio Access Network (O-RAN) environment, particularly under the constraints of a non-ideal fronthaul. We propose a comprehensive three-phase scheme, which includes the selection of Cell Edge Users (CEUEs), DPS-based clustering and switching, and a weighted mechanism for Proportional Fair (PF)-based radio resource allocation. Using a modified Vienna 5G system-level simulator, we conducted a series of detailed simulations to validate our approach in a real-world scenario. The simulation results reveal significant enhancements in both the throughput performance of CEUEs and the overall user average throughput. Furthermore, our approach demonstrates substantial improvements in the fairness index, thereby underscoring its potential to significantly improve the efficiency and user experience within 5G networks.
Item Type: | Conference or Workshop Item (Paper) |
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Uncontrolled Keywords: | Open-RAN, Cell-edge UEs, 5G, Small Cell, Resource Allocation |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 20 Feb 2025 16:54 |
Last Modified: | 20 Feb 2025 16:58 |
URI: | http://repository.essex.ac.uk/id/eprint/40359 |
Available files
Filename: a120-shah final.pdf
Licence: Creative Commons: Attribution 4.0