ML/AI empowered 5G and beyond networks

Basit Öğe Kaydı
dc.contributor.authorAl-Khafaji, Mustafa
dc.contributor.authorElwiya, Lina
dc.date.accessioned2022-08-05T13:24:48Z
dc.date.available2022-08-05T13:24:48Z
dc.date.issued2022en_US
dc.departmentEnstitüler, Lisansüstü Eğitim Enstitüsü, Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalıen_US
dc.description.abstractThe emergence of wireless communication systems heralds the development of new technologies such as virtual reality, autonomous vehicles, Internet of things, autonomous robots and unmanned aerial systems. These advanced technologies call for high transfer rates, high reliability and, extremely low latency. These requirements may be promised by the fifth generation to meet them all. The fifth generation cannot meet these requirements without the use of artificial intelligence technology, it is expected that the fifth generation networks will generate unprecedented traffic, which in turn will enable wireless research designers to access large data that helps to predict the demands of users. Many researchers have applied artificial intelligence techniques to several ways of 5G network design like cybersecurity, network management and radio resource allocation. A deep inspection of artificial intelligence technology for the fifth generation of wireless communication systems will be conducted within this paper. This paper aims to conduct survey on the use of artificial intelligence technology within the fifth-generation wireless networks via reviewing several subjects and highlighting the difficulties associated with them, in addition to mentioning some future research directions in fifth-generation wireless communications.en_US
dc.identifier.citationAl-Khafaji, M., Elwiya, L. (2022). ML/AI epowered 5G and beyond networks. In 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), IEEE.en_US
dc.identifier.isbn9781665468350
dc.identifier.scopus2-s2.0-85133979729
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.12939/2766
dc.indekslendigikaynakScopus
dc.institutionauthorElwiya, Lina
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofHORA 2022 - 4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings
dc.relation.isversionof10.1109/HORA55278.2022.9799813en_US
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject5G Wireless Communicationen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectDeep Learningen_US
dc.subjectMobile Networkingen_US
dc.titleML/AI empowered 5G and beyond networks
dc.typeConference Object

Dosyalar

Lisans paketi
Listeleniyor 1 - 1 / 1
[ X ]
Ä°sim:
license.txt
Boyut:
1.44 KB
Biçim:
Item-specific license agreed upon to submission
Açıklama:
Ä°ndir

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu