Results 11 to 20 of about 4,676 (137)

Intelligent Control in 6G Open RAN: Security Risk or Opportunity?

IEEE Open Journal of the Communications Society
The Open Radio Access Network (Open RAN) framework, emerging as the cornerstone for Artificial Intelligence (AI)-enabled Sixth-Generation (6G) mobile networks, heralds a transformative shift in radio access network architecture.
Sanaz Soltani, Ali Amanloo, Mohammad Shojafar, Rahim Tafazolli   +3 more
doaj   +3 more sources

RIC-O: Efficient Placement of a Disaggregated and Distributed RAN Intelligent Controller With Dynamic Clustering of Radio Nodes

IEEE Journal on Selected Areas in Communications
The Radio Access Network (RAN) is the segment of cellular networks that provides wireless connectivity to end-users. O-RAN Alliance has been transforming the RAN industry by proposing open RAN specifications and the programmable Non-Real-Time and Near-Real-Time RAN Intelligent Controllers (Non-RT RIC and Near-RT RIC).
Gabriel Matheus Almeida, Gustavo Zanatta Bruno, Alexandre Huff, Matti Hiltunen, Elias Procopio Duarte, Cristiano Bonato Both, Kleber Vieira Cardoso   +6 more
openaire   +4 more sources

Anomaly Detection for Mitigating xApp and E2 Interface Threats in O-RAN Near-RT RIC

IEEE Open Journal of the Communications Society
As 5G networks advance, the Open Radio Access Network (O-RAN) is crucial in enabling openness and fostering collaboration across the telecom industry.
Cheng-Feng Hung, Chi-Heng Tseng, Shin-Ming Cheng   +2 more
doaj   +3 more sources

On Robust Optimal Joint Deployment and Assignment of RAN Intelligent Controllers in O-RANs

IEEE Open Journal of the Communications Society
The open radio access network (O-RAN) architecture is consolidating the concept of software-defined cellular networks beyond 5G networks, mainly through the introduction of the near-real-time radio access network (RAN) intelligent controller (Near-RT RIC)
Mohammad J. Abdel-Rahman, Emadeldin A. Mazied, Fahid Hassan, Kory Teague, Allen B. Mackenzie, Scott F. Midkiff, Kleber V. Cardoso, Dimitrios S. Nikolopoulos   +7 more
doaj   +3 more sources

Intelligent O-RAN Beyond 5G: Architecture, Use Cases, Challenges, and Opportunities

IEEE Access
Open RAN (Radio Access Network) is revolutionizing the telecom space by introducing a framework based on the concepts of virtualization and openness.
Simona Marinova, Alberto Leon-Garcia
doaj   +3 more sources

Managing O-RAN Networks: xApp Development from Zero to Hero

IEEE Communications Surveys and Tutorials
The Open Radio Access Network (O-RAN) Alliance proposes an open architecture that disaggregates the RAN and supports executing custom control logic in near-real time from third-party applications, the xApps. Despite O-RAN's efforts, the creation of xApps
Both, Cristiano B., Campos, Daniel, Cardoso, Kleber V., DaSilva, Luiz A., Huff, Alexandre, Santos, Joao F.   +5 more
core   +2 more sources

MIMO-RIC: RAN Intelligent Controller for MIMO xApps

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking
Sesha Sai Rakesh Jonnavithula, Ish Kumar Jain, Dinesh Bharadia   +2 more
openaire   +3 more sources

Programmable and customized intelligence for traffic steering in 5G networks using open RAN architectures [PDF]

, 2023
5G and beyond mobile networks will support heterogeneous use cases at an unprecedented scale, thus demanding automated control and optimization of network functionalities customized to the needs of individual users. Such fine-grained control of the Radio
Andrea Lacava, Bhawani Shanker Bhati, Francesca Cuomo, Michele Polese, Rahul Soundrarajan, Rajarajan Sivaraj, Tarunjeet Singh, Tommaso Melodia, Tommaso Zugno   +8 more
core   +1 more source

Exploring the Limitations of Behavior Cloning for Autonomous Driving [PDF]

, 2019
Driving requires reacting to a wide variety of complex environment conditions and agent behaviors. Explicitly modeling each possible scenario is unrealistic.
Codevilla, Felipe, Gaidon, Adrien, López, Antonio M., Santana, Eder   +3 more
core   +2 more sources

6G White Paper on Machine Learning in Wireless Communication Networks

, 2020
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of societies by providing ubiquitous, reliable, and near-instant wireless ...
Abbas, Robert, Ahmad, Ijaz, Ali, Samad, Amuru, Saidhiraj, Bhadauria, Shubhangi, Bhatia, Vimal, Capobianco, Michele, Chang, Kapseok, Chen, Mingzhe, Chu, Thi My Chinh, Claes, Maelick, Girnyk, Maksym, Huusko, Jyrki, Karvonen, Teemu, Malik, Hassan, Mei, Kai, Mitra, Rangeet, Rajatheva, Nandana, Saad, Walid, Shao, Baohua, Shiri, Hamid, Sliwa, Benjamin, Steinbach, Daniel, Suutala, Jaakko, Wietfeld, Christian, Yu, Guanghui, Zepernick, Hans-Jürgen   +26 more
core   +1 more source