1 citations · 1 across the 2 of their papers we have counts for
4 papers
ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps
Cezary Adamczyk, Adrian Kliks
Conflict Mitigation (ConMit) is a crucial part of intelligent network control in Open Radio Access Networks (O-RAN). In this paper, we propose a method named ACCoRD to resolve dete…
Experimental evaluation of xApp Conflict Mitigation Framework in O-RAN: Insights from Testbed deployment in OTIC
Abida Sultana, Cezary Adamczyk, Mayukh Roy Chowdhury +2
Conflict Mitigation (CM) in Open Radio Access Network (O-RAN) is a topic that is gaining importance as commercial O-RAN deployments become more complex. Although research on CM is…
Challenges for Conflict Mitigation in O-RAN's RAN Intelligent Controllers
Cezary Adamczyk
The O-RAN architecture enables a more flexible and dynamic radio access network (RAN) control by separating hardware and software components. However, the distributed nature of the…
Open RAN xApps Design and Evaluation: Lessons Learnt and Identified Challenges
Marcin Hoffmann, Salim Janji, Adam Samorzewski +6
Open Radio Access Networks (RAN) offer diverse economic opportunities. A transition to a flexible, modular approach within the disaggregated RAN framework is crucial, involving car…