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cs.NI2026
A Unified E2E Energy Efficiency Testing Framework for Open RAN
Marcin Hoffmann, Marcin DryjaÅski, Adrian Kliks +4
Energy efficiency (EE) is one of the key challenges for contemporary and future mobile networks, including within the Open Radio Access Network (O-RAN) architecture. However, there…
cs.NI2026
Large-scale wireless network management via Open-RAN Tandem Apps: Cell on/off switching use case
PaweÅ Kryszkiewicz, Åukasz KuÅacz, Marcin PakuÅa +5
With growing mobile-network complexity, management and optimization have become increasingly difficult. Centralized algorithms face high control-data overhead and computational loa…
cs.NI2026
Radio Environment Map for Energy-Efficient User-Centric Cell-Free M-MIMO Network
Marcin Hoffmann, PaweÅ Kryszkiewicz
This paper proposes a Radio Environment Map (REM) for energy-efficient (EE) serving cluster formulation in a user-centric cell-free network. By incorporating the location of the us…