A hybrid heuristic and K-Means xApp cuts emulated O-RAN energy use by about 13% by sleeping underutilized micro cells while keeping throughput nearly unchanged.
Intelli- gence and learning in o-ran for data-driven nextg cellular networks,
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Maximising Energy Efficiency in Large-Scale Open RAN: Hybrid xApps and Digital Twin Integration
A hybrid heuristic and K-Means xApp cuts emulated O-RAN energy use by about 13% by sleeping underutilized micro cells while keeping throughput nearly unchanged.