Survey on joint paradigm of 5G and SDN emerging mobile technologies: Architecture, security, challenges and research directions

SHA Kazmi, F Qamar, R Hassan, K Nisar… - Wireless Personal …, 2023 - Springer
Modern communication systems are probable to surface new challenges while introducing
innovative fronts concerning context consciousness in wireless networks. The main outcome …

Empowering the 6G cellular architecture with Open RAN

M Polese, M Dohler, F Dressler… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Innovation and standardization in 5G have brought advancements to every facet of the
cellular architecture. This ranges from the introduction of new frequency bands and …

[HTML][HTML] Misconfiguration in O-RAN: Analysis of the impact of AI/ML

NM Yungaicela-Naula, V Sharma, S Scott-Hayward - Computer Networks, 2024 - Elsevier
User demand on network communication infrastructure has never been greater with
applications such as extended reality, holographic telepresence, and wireless brain …

A Bayesian framework for digital twin-based control, monitoring, and data collection in wireless systems

C Ruah, O Simeone… - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
Commonly adopted in the manufacturing and aerospace sectors, digital twin (DT) platforms
are increasingly seen as a promising paradigm to control, monitor, and analyze software …

Path signature-based xai-enabled network time series classification

L Sun, Y Wang, Y Ren, F Xia - Science China Information Sciences, 2024 - Springer
Classifying network time series (NTS) is crucial for automating network administration and
ensuring cyberspace security. It enables the detection of anomalies, the identification of …

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 …

Colosseum: The open RAN digital twin

M Polese, L Bonati, S D'Oro, P Johari… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Recent years have witnessed the Open Radio Access Network (RAN) paradigm
transforming the fundamental ways cellular systems are deployed, managed, and optimized …

ORAN-B5G: A next generation open radio access network architecture with machine learning for beyond 5G in industrial 5.0

AA Khan, AA Laghari, AM Baqasah… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Autonomous decision-making is considered an intercommunication use case that needs to
be addressed when integrating open radio access networks with mobile-based 5G …

Validation of current O-RAN technologies and insights on the future evolution

Y Huang, Q Sun, N Li, Z Chen, J Huang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Entering the 5G era, the mobile network operators (MNO) are facing greater challenges in
providing services cost effectively than any other previous generations. The potential …

AI-RAN in 6G Networks State-of-the-Art and Challenges

NA Khan, S Schmid - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
6G is a next-generation cellular communication technology that builds up on existing 5G
networks which are currently rolled out worldwide. Through incorporation of artificial …