Results 201 to 210 of about 1,182,394 (227)

Network Intelligence Empowered Industrial Robot Control in the F-RAN Environment

IEEE Wireless Communications, 2020
Industrial robots are widely adopted in modern industries, including automobile manufacturing, warehousing, and so on. The industrial robot with cellular network connection will be more flexible and intelligent than that without a network connection or with a conventional industrial communication network connection (e.g., fieldbus, real-time Ethernet ...
Zhi Yan 0002, Bo Ouyang, Dong Li, Hongli Liu 0001, Yaonan Wang 0001   +4 more
openaire   +1 more source

Real-Time RIC/RAN Intelligent Controller: A Software Component for Open RAN Architecture

Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023
This research article explores the role and significance of Real-Time RIC (RAN Intelligent Controller) in the context of Open RAN architecture. Open RAN represents a paradigm shift in the telecommunications industry, aiming to disaggregate and virtualize network functions to promote interoperability, flexibility, and innovation. The Real-Time RIC, as a
exaly   +2 more sources

Joint Selection of Local Trainers and Resource Allocation for Federated Learning in Open RAN Intelligent Controllers

2022 IEEE Wireless Communications and Networking Conference (WCNC), 2022
Kim Khoa Nguyen, Amardip Kumar Singh
exaly   +3 more sources

Intelligent Slice Admission Control in Cloud-Ran by Approximate Reinforcement Learning

2022
Abstract — Network slicing is considered to be a crucial feature of 5G cellular system.  This technology gives the infrastructure provider (InP), the ability to support a variety of services on a shared platform by creating a customized slice for each service.
mohsen khani, shahram jamali, mohammad karim sohrabi   +2 more
openaire   +1 more source

Differential Privacy Federated Edge Learning-Assisted for Securing RAN Intelligent Controller in O-RAN 6G Communications

2025 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS)
Chia-Mu Yu, Li-Chun Wang
exaly   +2 more sources

Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing
Open-Radio Access Network ( O-RAN ) brings an innovative approach to address the issues of controller placement in large-scale 6G networks. In this work, we introduce a Reinforcement Learning (RL ) algorithm for decentralized RAN Intelligent Controller Orchestration in 6G Networks, which leverages the online learning capabilities of a multi-agent RL ...
Torsten Braun
exaly   +3 more sources

When RAN Intelligent Controller in O-RAN Meets Multi-UAV Enable Wireless Network

IEEE Transactions on Cloud Computing, 2023
Chuan Pham, Foroutan Fami, Kim Khoa Nguyen, Mohamed Cheriet   +3 more
openaire   +2 more sources

RIC-O: An Orchestrator for the Dynamic Placement of a Disaggregated RAN Intelligent Controller

IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2023
Gustavo Zanatta Bruno, Vikas Krishnan Radhakrishnan, Gabriel Matheus de Almeida, Alexandre Huff, Aloizio Pereira da Silva, Kleber Vieira Cardoso, Luiz A. DaSilva, Cristiano Bonato Both   +7 more
openaire   +2 more sources

Network Data Analytics for Data-Driven Control Loop of RAN Intelligent Controller

The Journal of Korean Institute of Communications and Information Sciences, 2023
Young-Jun Cho, Seok-Yeong Bang, Hyeon-Min Yoo, Een-Kee Hong   +3 more
openaire   +1 more source

Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges

IEEE Communications Surveys and Tutorials, 2023
Leonardo Bonati, Tommaso Melodia, Salvatore D'Oro   +2 more
exaly