5MART: A 5G sMART Scheduling Framework for Optimizing QoS Through Reinforcement Learning
IEEE Transactions on Network and Service Management（2020）
Abstract
The massive growth in mobile data traffic and the heterogeneity and stringency of Quality of Service (QoS) requirements of various applications have put significant pressure on the underlying network infrastructure and represent an important challenge even for the very anticipated 5G networks. In this context, the solution is to employ smart Radio Resource Management (RRM) in general and innovativ...
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Key words
Quality of service,Frequency-domain analysis,5G mobile communication,Delays,Time-domain analysis,Dynamic scheduling
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