Green machine learning approach for QoS improvement in cellular communications

• Main Authors: Saeed, Mamoon M., Saeed, Rashid A., Azim, Mohammad Abdul, Ali, Elmustafa Sayed, Mokhtar, Rania A., Khalifa, Othman Omran
• Format: Conference or Workshop Item
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2022
• Subjects: TK2896 Production of electricity by direct energy conversion
• Online Access: http://irep.iium.edu.my/99284/2/99284_Green%20machine%20learning%20approach.pdf; http://irep.iium.edu.my/99284/; http://doi.org/10.1109/MI-STA54861.2022.9837585

Green cellular communications are becoming an important approach due to large-scale and complex radio networks. Due to the dynamic cellular network behaviors related to interference distribution, traffic bottlenecks, congestion points, and hotspots, there is a need to evaluate the dynamic processes...