no code implementations • 24 Feb 2024 • Waseem Raza, Fahd Ahmed Khan, Muhammad Umar Bin Farooq, Sabit Ekin, Ali Imran
The performance of user-centric ultra-dense networks (UCUDNs) hinges on the Service zone (Szone) radius, which is an elastic parameter that balances the area spectral efficiency (ASE) and energy efficiency (EE) of the network.
no code implementations • 6 Feb 2022 • Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan Abu-Dayya, Ali Imran
An XGBoost based model has the best performance for edge RSRP and HOSR while random forest outperforms others for load prediction.