Enhancing Handover for 5G mmWave Mobile Networks Using Jump Markov Linear System and Deep Reinforcement Learning

Enhancing Handover for 5G mmWave Mobile Networks Using Jump Markov Linear System and Deep Reinforcement Learning

The Fifth Generation (5G) mobile networks use millimeter waves (mmWaves) to offer gigabit data rates. However, unlike microwaves, mmWave links are prone to user and topographic dynamics. They easily get blocked and end up forming irregular cell patterns for 5G. This in turn causes too early, too lat...

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Bibliographic Details
Main Authors: Masoto Chiputa, Minglong Zhang, G. G. Md. Nawaz Ali, Peter Han Joo Chong, Hakilo Sabit, Arun Kumar, Hui Li
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Sensors
Subjects:
millimeter bands
Fifth Generation
handover
deep reinforcement learning
jump Markov linear system
Online Access:https://www.mdpi.com/1424-8220/22/3/746

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