no code implementations • 15 Jan 2024 • Mohammed M. H. Qazzaz, Łukasz Kułacz, Adrian Kliks, Syed A. Zaidi, Marcin Dryjanski, Des McLernon
We present an xApp-based implementation for the proposed ML algorithm.
no code implementations • 2 Nov 2023 • Abdelaziz Salama, Achilleas Stergioulis, Syed Ali Zaidi, Des McLernon
Federated learning enables model training at the edge, leveraging the processing capacity of edge devices while preserving privacy and mitigating data transfer bottlenecks.
no code implementations • 29 Mar 2023 • Abdelaziz Salama, Syed Ali Zaidi, Des McLernon, Mohammed M. H. Qazzaz
In our proposed model, frequency allocation is performed on the basis of spatial clustering performed using virtual cells.
no code implementations • 17 Jul 2020 • Jun Liu, Kai Mei, Xiaochen Zhang, Des McLernon, Dongtang Ma, Jibo Wei, Syed Ali Raza Zaidi
Multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) is a key technology component in the evolution towards cognitive radio (CR) in next-generation communication in which the accuracy of timing and frequency synchronization significantly impacts the overall system performance.