Qoe-driven optimization in 5g o-ran-enabled hetnets for enhanced video service quality

B Agarwal, MA Togou, M Ruffini… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Many innovative applications are projected to be supported by 5G networks across three
verticals: enhanced mobile broadband, ultra-reliable low-latency communication, and …

Intelligent O-RAN for beyond 5G and 6G wireless networks

S Niknam, A Roy, HS Dhillon, S Singh… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Building on the principles of openness and intelligence, there has been a concerted global
effort from the operators towards enhancing the radio access network (RAN) architecture …

Network-aided intelligent traffic steering in 6g O-RAN: A multi-layer optimization framework

VD Nguyen, TX Vu, NT Nguyen… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
To enable an intelligent, programmable and multi-vendor radio access network (RAN) for 6G
networks, considerable efforts have been made in standardization and development of open …

An RL approach for radio resource management in the O-RAN architecture

F Mungari - 2021 18th Annual IEEE International Conference …, 2021 - ieeexplore.ieee.org
The new generation mobile network requires flexibility and efficiency in radio link
management (RRM), in order to support a wide range of services and applications with …

Energy-efficient and delay-guaranteed joint resource allocation and du selection in o-ran

T Pamuklu, S Mollahasani… - 2021 IEEE 4th 5G World …, 2021 - ieeexplore.ieee.org
The radio access network (RAN) part of the next-generation wireless networks will require
efficient solutions for satisfying low latency and high-throughput services. The open RAN (O …

Reduced complexity optimal resource allocation for enhanced video quality in a heterogeneous network environment

B Agarwal, M Ruffini… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The latest Heterogeneous Network (HetNet) environments, supported by 5th generation
(5G) network solutions, include small cells deployed to increase the traditional macro-cell …

Deep learning for B5G open radio access network: Evolution, survey, case studies, and challenges

B Brik, K Boutiba, A Ksentini - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) alliance was recently launched to devise a new RAN
architecture featuring open, software-driven, virtual, and intelligent radio access architecture …

Resource allocation based on Radio Intelligence Controller for Open RAN towards 6G

Q Wang, Y Liu, Y Wang, X Xiong, J Zong, J Wang… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, the open and standardized interfaces for radio access networks (Open
RAN), promoted by the standard organization O-RAN alliance, demonstrate the potential to …

Traffic steering for eMBB and uRLLC coexistence in open radio access networks

F Kavehmadavani, VD Nguyen, TX Vu… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Existing radio access network (RAN) architectures are lack of sufficient openness, flexibility,
and intelligence to meet the diverse demands of emerging services in beyond 5G and 6G …

Intelligent ran automation for 5g and beyond

Q Sun, N Li, I Chih-Lin, J Huang… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
5G is becoming more agile and inevitably more complicated for supporting various
deployment scenarios and diversified applications. Artificial Intelligence (AI) is becoming …