A novel machine learning-based scheme for spectrum sharing in virtualized 5G networks

AJ Morgado, FB Saghezchi, S Mumtaz… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Network virtualization allows the coexistence of multiple network slices over a shared
physical infrastructure, each delivering a service with own requirements in terms of quality of …

Spectrum sharing in multi-tenant 5G cellular networks: Modeling and planning

O Al-Khatib, W Hardjawana, B Vucetic - IEEE Access, 2018 - ieeexplore.ieee.org
A multi-tenant cellular network is a paradigm where the physical infrastructure of the network
is leased by various big industries, eg, power utilities and transportation. Hence, a major …

Dynamic spectrum management through resource virtualization with m2m communications

A Moubayed, K Hammad, A Sham… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Wireless spectrum licensing has increased due to the continuous evolution and use of
cellular technology. The increase in the number of mobile-connected devices and global …

Autonomous resource provisioning and resource customization for mixed traffics in virtualized radio access network

G Sun, K Xiong, GO Boateng… - IEEE Systems …, 2019 - ieeexplore.ieee.org
Network slicing has been introduced in fifth-generation (5G) systems to satisfy requirements
of diverse applications from various service providers operating on a common shared …

Dynamic reservation and deep reinforcement learning based autonomous resource slicing for virtualized radio access networks

G Sun, ZT Gebrekidan, GO Boateng… - Ieee …, 2019 - ieeexplore.ieee.org
The elastic reconstruction of 5G network services is expected to provide the capability of
network slice orchestration to access the network on demand, guarantee service experience …

Fine-grained management in 5G: DQL based intelligent resource allocation for network function virtualization in C-RAN

C Zhang, M Dong, K Ota - IEEE Transactions on Cognitive …, 2020 - ieeexplore.ieee.org
Recently, the installation of 5G networks offers a variety of real-time, high-performance and
human-oriented customized services. However, the current laying 5G structure is unable to …

Multi-service resource allocation in future network with wireless virtualization

L Li, N Deng, W Ren, B Kou, W Zhou, S Yu - IEEE Access, 2018 - ieeexplore.ieee.org
Future network is envisioned to be a multi-service network which can support various types
of terminal devices with diverse quality of service requirements. As one of the key …

Dynamic network slicing and resource allocation for 5g-and-beyond networks

AA Abdellatif, A Mohamed, A Erbad… - 2022 IEEE wireless …, 2022 - ieeexplore.ieee.org
5G networks are designed not only to transport data, but also to process them while
supporting a vast number of services with different key Performance Indicators (KPIs) …

Opportunistic sharing scheme for spectrum allocation in wireless virtualization

M Yang, Y Li, D Jin, J Yuan, I You, L Zeng - Soft Computing, 2014 - Springer
The past few decades have witnessed an increasing growth in mobile and wireless network,
leading to a corresponding fast growth in mobile demands. However, the proliferating …

5G RAN slicing: Dynamic single tenant radio resource orchestration for eMBB traffic within a multi-slice scenario

M Maule, J Vardakas… - IEEE Communications …, 2021 - ieeexplore.ieee.org
Emerging 5G systems will need to seamlessly guarantee novel types of services in a multi-
do-main ecosystem. New methodologies of network and infrastructure sharing facilitate the …