Performance model for factory automation in 5G networks
Yükleniyor...
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
The fifth generation (5G) of mobile networks is emerging as a key enabler of modern
factory automation (FA) applications that ensure timely and reliable data exchange
between network components. Network slicing (NS), which shares an underlying infrastructure with different applications and ensures application isolation, is the key 5G
technology to support the diverse quality of service requirements of modern FA applications. In this article, an end-to-end (E2E) NS solution is proposed for FA applications in a
5G network. Regression approaches are used to construct a performance model for each
slice to map the service level agreement to the network attributes. Interference coordination approaches for switched beam systems are proposed to optimize radio access
network (RAN) performance models. A case study of a non-public network is used to
show the proposed NS solution. Simulation result shows that for services with different
QoS requirements, different IC approaches should be used as optimization methods.
Design prediction using regression approach has been evaluated and shows that the
prediction successful rate increases when more existing data are used.
Açıklama
Anahtar Kelimeler
5G, URLLC, Massive MIMO, Joint Transmission, Interference Coordination, Network Slicing
Kaynak
Multimedia Tools and Applications
WoS Q Değeri
Q2
Scopus Q Değeri
Q1
Cilt
Sayı
Künye
Wang, J., Weitzen, J., Bayat, O., Sevindik, V., Li, M. (2022). Performance model for factory automation in 5G networks. Multimedia Tools and Applications.
