76 citations · 272 across the 20 of their papers we have counts for
4 papers · 1 filter
A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction
Antreas Palamas, Nicolas Souli, Tania Panayiotou +2
The rise of unmanned aerial vehicle (UAV) operations, as well as the vulnerability of the UAVs' sensors, has led to the need for proper monitoring systems for detecting any abnorma…
Machine Learning for Real-Time Anomaly Detection in Optical Networks
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
This work proposes a real-time anomaly detection scheme that leverages the multi-step ahead prediction capabilities of encoder-decoder (ED) deep learning models with recurrent unit…
Distributed Estimation and Control for Jamming an Aerial Target With Multiple Agents
Savvas Papaioannou, Panayiotis Kolios, Georgios Ellinas
This work proposes a distributed estimation and control approach in which a team of aerial agents equipped with radio jamming devices collaborate in order to intercept and concurre…
Downing a Rogue Drone with a Team of Aerial Radio Signal Jammers
Savvas Papaioannou, Panayiotis Kolios, Georgios Ellinas
This work proposes a novel distributed control framework in which a team of pursuer agents equipped with a radio jamming device cooperate in order to track and radio-jam a rogue ta…