Machine learning-based load balancing algorithms in future heterogeneous networks: A survey

• Main Authors: Gures, Emre, Shayea, Ibraheem, Ergen, Mustafa, Azmi, Marwan Hadri, El-Saleh, Ayman A.
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/104373/1/MarwanHadriAzmi2022_MachineLearningBasedLoadBalancing.pdf; http://eprints.utm.my/104373/; http://dx.doi.org/10.1109/ACCESS.2022.3161511

The massive growth of mobile users and the essential need for high communication service quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) consisting of macro, micro, pico and femto cells. Each cell type provides different cell coverage and distinct system capacity i...