Scheduling Algorithms for 5G Networks and Beyond: Classification and Survey

Over the years, several research groups have been developing effective and efficient scheduling algorithms to enhance the quality of service of mobile communication networks. The arrival of the fifth generation of mobile networks (5G) has demonstrated the importance of advanced scheduling techniques...

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Vydané v:IEEE access Ročník 10; s. 51643 - 51661
Hlavní autori: Mamane, Asmae, Fattah, Mohammed, Ghazi, Mohammed El, Bekkali, Moulhime El, Balboul, Younes, Mazer, Said
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Piscataway IEEE 2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:
5G mobile communication
Algorithms
beyond 5G
Communication networks
Frequency spectrum
Literature reviews
Long Term Evolution
Measurement
Quality of service
Quality of service architectures
Radio
radio resource management
Resource allocation
Resource management
Scheduling
Scheduling algorithms
scheduling schemes
spectral efficiency
State-of-the-art reviews
Ultra reliable low latency communication
ISSN:2169-3536, 2169-3536
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Popis
Shrnutí:Over the years, several research groups have been developing effective and efficient scheduling algorithms to enhance the quality of service of mobile communication networks. The arrival of the fifth generation of mobile networks (5G) has demonstrated the importance of advanced scheduling techniques to manage the limited frequency spectrum available while achieving 5G transmission requirements. This issue has been picked up extensively within the research community due to the increasing demand for mobile communications and the desire for a fully connected world. Consequently, the scientific community has developed novel approaches and varied scheduling schemes to meet the needs of various applications and scenario conditions. In this context, this paper presents an overview of the state-of-the-art methods, highlights seminal and innovative research, and investigates the current state of 5G radio resource management. This review of literature compares emerging strategy methods based on their metrics, analyzes their performances, and emphasizes the existing works with a vision for the future of modern 5G and upcoming networks in terms of radio resource allocation to provide a thorough introspection of the literature. Furthermore, gaining a better understanding of the radio resource management state-of-the-art would provide valuable information for future work and might be helpful for new researchers in the field.
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ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2022.3174579