A survey of UAV-based data collection: Challenges, solutions and future perspectives

K Messaoudi, OS Oubbati, A Rachedi, A Lakas… - Journal of network and …, 2023 - Elsevier
Abstract Internet of Things (IoT) generates unlimited data, which should be collected and
forwarded towards a central controller (CC) for further processing and decision-making …

Survey of advances in guidance, navigation, and control of unmanned rotorcraft systems

F Kendoul - Journal of Field Robotics, 2012 - Wiley Online Library
Recently, there has been growing interest in developing unmanned aircraft systems (UAS)
with advanced onboard autonomous capabilities. This paper describes the current state of …

Reaching the limit in autonomous racing: Optimal control versus reinforcement learning

Y Song, A Romero, M Müller, V Koltun… - Science Robotics, 2023 - science.org
A central question in robotics is how to design a control system for an agile mobile robot.
This paper studies this question systematically, focusing on a challenging setting …

Swarm of micro flying robots in the wild

X Zhou, X Wen, Z Wang, Y Gao, H Li, Q Wang… - Science Robotics, 2022 - science.org
Aerial robots are widely deployed, but highly cluttered environments such as dense forests
remain inaccessible to drones and even more so to swarms of drones. In these scenarios …

Learning high-speed flight in the wild

A Loquercio, E Kaufmann, R Ranftl, M Müller… - Science Robotics, 2021 - science.org
Quadrotors are agile. Unlike most other machines, they can traverse extremely complex
environments at high speeds. To date, only expert human pilots have been able to fully …

Neural-fly enables rapid learning for agile flight in strong winds

M O'Connell, G Shi, X Shi, K Azizzadenesheli… - Science Robotics, 2022 - science.org
Executing safe and precise flight maneuvers in dynamic high-speed winds is important for
the ongoing commoditization of uninhabited aerial vehicles (UAVs). However, because the …

Vision-only robot navigation in a neural radiance world

M Adamkiewicz, T Chen, A Caccavale… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Neural Radiance Fields (NeRFs) have recently emerged as a powerful paradigm for the
representation of natural, complex 3D scenes. Neural Radiance Fields (NeRFs) represent …

Agilicious: Open-source and open-hardware agile quadrotor for vision-based flight

P Foehn, E Kaufmann, A Romero, R Penicka, S Sun… - Science robotics, 2022 - science.org
Autonomous, agile quadrotor flight raises fundamental challenges for robotics research in
terms of perception, planning, learning, and control. A versatile and standardized platform is …

[HTML][HTML] A compilation of UAV applications for precision agriculture

P Radoglou-Grammatikis, P Sarigiannidis, T Lagkas… - Computer Networks, 2020 - Elsevier
Climate change has introduced significant challenges that can affect multiple sectors,
including the agricultural one. In particular, according to the Food and Agriculture …

Time-optimal planning for quadrotor waypoint flight

P Foehn, A Romero, D Scaramuzza - Science robotics, 2021 - science.org
Quadrotors are among the most agile flying robots. However, planning time-optimal
trajectories at the actuation limit through multiple waypoints remains an open problem. This …