Recent advances in machine learning for network automation in the o-ran
The evolution of network technologies has witnessed a paradigm shift toward open and
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …
OrchestRAN: Orchestrating network intelligence in the open RAN
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …
disaggregated architectures exposing analytics and control knobs to enable network …
Deep reinforcement learning for robust vnf reconfigurations in o-ran
Open Radio Access Networks (O-RANs) have revolutionized the telecom ecosystem by
bringing intelligence into disaggregated RAN and implementing functionalities as Virtual …
bringing intelligence into disaggregated RAN and implementing functionalities as Virtual …
O-RAN-Based Digital Twin Function Virtualization for Sustainable IoV Service Response: An Asynchronous Hierarchical Reinforcement Learning Approach
Digital Twin for Vehicular Networks (DTVN) continuously simulates and optimizes vehicle
behaviors to support emerging 6G Internet-of-Vehicle (IoV) applications such as DT-assisted …
behaviors to support emerging 6G Internet-of-Vehicle (IoV) applications such as DT-assisted …
AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business
S Kumar - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio
Access Networks (O-RAN) framework for next generation telecommunications and networks …
Access Networks (O-RAN) framework for next generation telecommunications and networks …
DRL-based energy-efficient baseband function deployments for service-oriented open RAN
Open Radio Access Network (Open RAN) has gained tremendous attention from industry
and academia with decentralized baseband functions across multiple processing units …
and academia with decentralized baseband functions across multiple processing units …
Energy efficiency of open radio access network: A survey
The Open Radio Access Network (O-RAN) architecture has been identified as a promising
technology for enhanced network deployment, innovation, improved competition, and …
technology for enhanced network deployment, innovation, improved competition, and …
On-device intelligence for 5g ran: Knowledge transfer and federated learning enabled ue-centric traffic steering
Traffic steering (TS) is a promising approach to support various service requirements and
enhance transmission reliability by distributing network traffic loads to appropriate base …
enhance transmission reliability by distributing network traffic loads to appropriate base …
Energy-efficient deployment and resource allocation for O-RAN-enabled UAV-assisted communication
Open Radio Access Network (O-RAN) has brought a significant transformation in the field of
communication networks. Its openness propels communication networks towards a more …
communication networks. Its openness propels communication networks towards a more …
Dynamic placement of O-CU and O-DU functionalities in open-ran architecture
Open Radio Access Network (O-RAN) has recently emerged as a new trend for mobile
network architecture. It is based on four founding principles: disaggregation, intelligence …
network architecture. It is based on four founding principles: disaggregation, intelligence …