51 citations · 345 across the 23 of their papers we have counts for
14 papers · 1 filter
Unscented Optimal Control for 3D Coverage Planning with an Autonomous UAV Agent
Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2
We propose a novel probabilistically robust controller for the guidance of an unmanned aerial vehicle (UAV) in coverage planning missions, which can simultaneously optimize both th…
Integrated Guidance and Gimbal Control for Coverage Planning With Visibility Constraints
Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2
Coverage path planning with unmanned aerial vehicles (UAVs) is a core task for many services and applications including search and rescue, precision agriculture, infrastructure ins…
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation
Jin Li, Kleanthis Malialis, Marios M. Polycarpou
In our digital universe nowadays, enormous amount of data are produced in a streaming manner in a variety of application areas. These data are often unlabelled. In this case, ident…
UAV-based Receding Horizon Control for 3D Inspection Planning
Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2
Nowadays, unmanned aerial vehicles or UAVs are being used for a wide range of tasks, including infrastructure inspection, automated monitoring and coverage. This paper investigates…
Integrated Ray-Tracing and Coverage Planning Control using Reinforcement Learning
Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2
In this work we propose a coverage planning control approach which allows a mobile agent, equipped with a controllable sensor (i.e., a camera) with limited sensing domain (i.e., fi…
Distributed Search Planning in 3-D Environments With a Dynamically Varying Number of Agents
Savvas Papaioannou, Panayiotis Kolios, Theocharis Theocharides +2
In this work, a novel distributed search-planning framework is proposed, where a dynamically varying team of autonomous agents cooperate in order to search multiple objects of inte…