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Found 3 papers, 2 papers with code
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems
In modern wireless network architectures, such as Open Radio Access Network (O-RAN), the operation of the radio access network (RAN) is managed by applications, or apps for short, deployed at intelligent controllers.
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning
This paper proposes a novel method for the online optimization of AMS mapping that corrects for the bias of the simulator by means of limited real data collected from the physical system.
Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments
The proposed framework, consisting of an inner network and an outer network, aims to adapt to the dynamic wireless environment by achieving three important goals, i. e., seamlessness, quickness and continuity.
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