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A Survey of Machine Learning Applications to Handover Management in 5G and Beyond
(IEEE, 2021-03-19)
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication networks that need to be properly managed since it poses multiple threats to quality-of-service (QoS) such as the reduction in the ...
Intelligent handover decision scheme using double deep reinforcement learning
(Elsevier B.V., 2020-10)
Handovers (HOs) have been envisioned to be more challenging in 5G networks due to the inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station (BS) deployments. This, by its turn, increases ...