Search Results for author: Jimmy Jessen Nielsen

Found 3 papers, 0 papers with code

Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach

no code implementations10 Aug 2022 Nithin Babu, Igor Donevski, Alvaro Valcarce, Petar Popovski, Jimmy Jessen Nielsen, Constantinos B. Papadias

Moreover, the user fairness, energy efficiency, and hence the FEE value of the system can be improved by efficiently moving the PAP above the GNs.

Fairness

On Addressing Heterogeneity in Federated Learning for Autonomous Vehicles Connected to a Drone Orchestrator

no code implementations5 Aug 2021 Igor Donevski, Jimmy Jessen Nielsen, Petar Popovski

Thus, we propose a reactive method for the allocation of wireless resources, that happens dynamically each FL round, and is based on each learner's contribution to the general model.

Autonomous Vehicles Federated Learning

Machine Learning Methods for Monitoring of Quasi-Periodic Traffic in Massive IoT Networks

no code implementations4 Feb 2020 René Brandborg Sørensen, Jimmy Jessen Nielsen, Petar Popovski

One of the central problems in massive Internet of Things (IoT) deployments is the monitoring of the status of a massive number of links.

BIG-bench Machine Learning Time Series +1

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