Failure detection in quadcopter UAVs using K-means clustering

J Cabahug, H Eslamiat - Sensors, 2022 - mdpi.com
We propose an unmanned aerial vehicle (UAV) failure detection system as the first step of a
three-step autonomous emergency landing safety framework for UAVs. We showed the …

A multi-objective reinforcement learning based controller for autonomous navigation in challenging environments

A Ramezani Dooraki, DJ Lee - Machines, 2022 - mdpi.com
In this paper, we introduce a self-trained controller for autonomous navigation in static and
dynamic (with moving walls and nets) challenging environments (including trees, nets …

[HTML][HTML] Fractional-Order Control Algorithm for Tello EDU Quadrotor Drone Safe Landing during Disturbance on Propeller

NHB Rosmadi, K Bingi, PAM Devan, R Korah, G Kumar… - Drones, 2024 - mdpi.com
Quadcopter drones have become increasingly popular because of their versatility and
usefulness in various applications, such as surveillance, delivery, and search and rescue …

CrazyPAD: A Dataset for Assessing the Impact of Structural Defects on Nano-Quadcopter Performance

K Masalimov, T Muslimov, E Kozlov, R Munasypov - Data, 2024 - mdpi.com
This article presents a novel dataset focused on structural damage in quadcopters,
addressing a significant gap in unmanned aerial vehicle (UAV or drone) research. The …

A Model-free Deep Reinforcement Learning Approach To Maneuver A Quadrotor Despite Single Rotor Failure

P Sharma, P Poddar, PB Sujit - arXiv preprint arXiv:2109.10488, 2021 - arxiv.org
Ability to recover from faults and continue mission is desirable for many quadrotor
applications. The quadrotor's rotor may fail while performing a mission and it is essential to …

Fault-tolerant control for UAV based on deep reinforcement learning under single rotor failure

W Cheng, H Li, Z Hou - 2024 36th Chinese Control and …, 2024 - ieeexplore.ieee.org
In order to achieve high-speed flight of a quadrotor UAV when one single rotor completely
fails, a fault-tolerant control method based on deep reinforcement learning was designed …

Disturbance observer based fault tolerant control of a quadrotor helicopter

Y Hocaoglu, ME Mumcuoglu… - IECON 2021–47th Annual …, 2021 - ieeexplore.ieee.org
In this paper, a fault tolerant control system for a quadrotor helicopter is developed. Fault
tolerant controllers have many advantages over regular controllers for keeping midair flight …

[图书][B] Autonomous UAV Health Monitoring and Failure Detection Based on Vibration Signals

J Cabahug - 2022 - search.proquest.com
Abstract Unmanned Aerial Vehicles (UAVs) are quite successful in maintaining steady flight
operations, but propeller failure that exists causes them to experience a possible crash. The …

Fault Tolerant Control of a Quadrotor Helicopter

Y Hocaoğlu - 2021 - research.sabanciuniv.edu
Application areas of Unmanned Aerial Vehicles (UAVs) are widened signi cantly over the
last decade. O-the-shelf components such as low-cost sensors and actuators have broaden …

[PDF][PDF] LARES: Lifesaving Aerial Rescue and Emergency Service

AL de Ruijter, BA Püroja, I Rosa, JS de Haan… - 2021 - repository.tudelft.nl
In 2019 alone, the United States fire brigades responded to more than a million fires,
causing over 3700 civilian deaths [1]. In Europe, these numbers are even higher, with over …