A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions

MH Rahman, MAS Sejan, MA Aziz, R Tabassum… - Remote Sensing, 2024 - mdpi.com
Autonomous unmanned aerial vehicles (UAVs) have several advantages in various fields,
including disaster relief, aerial photography and videography, mapping and surveying …

[HTML][HTML] A Survey on Vision-Based Anti Unmanned Aerial Vehicles Methods

B Wang, Q Li, Q Mao, J Wang, CLP Chen… - Drones, 2024 - mdpi.com
The rapid development and widespread application of Unmanned Aerial Vehicles (UAV)
have raised significant concerns about safety and privacy, thus requiring powerful anti-UAV …

A RF-visual directional fusion framework for precise UAV positioning

W Xie, Y Wan, G Wu, Y Li, F Zhou… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Anti-UAV systems are crucial for preventing unauthorized individuals from exploiting UAVs
for illegal activities, including surveillance and attacks. Precise real-time positioning of small …

[HTML][HTML] Autonomous UAV Safety Oriented Situation Monitoring and Evaluation System

Z Shi, J Zhang, G Shi, M Zhu, L Ji, Y Wu - Drones, 2024 - mdpi.com
In this paper, a LabVIEW-based online monitoring and safety evaluation system for UAVs is
designed to address the deficiencies in UAV flight state parameter monitoring and safety …

Fast drone detection with optimized feature capture and modeling algorithms

X Tu, C Zhang, H Zhuang, S Liu, R Li - IEEE Access, 2024 - ieeexplore.ieee.org
Detecting drones is a complex challenge, primarily due to their small feature size for
extraction and variable lighting conditions. It is crucial to effectively capture and model …

Acoustic-based diagnostics for UAV propeller damage using HNR and Gaussian Naive Bayes

B Cinoğlu - Aircraft Engineering and Aerospace Technology, 2024 - emerald.com
Purpose The purpose of this study is to determine propeller damage based on acoustic
recordings taken from unmanned aerial vehicle (UAV) propellers operated at different thrust …

Evaluation of the Success of Simulation of the Unmanned Aerial Vehicle Precision Landing Provided by a Newly Designed System for Precision Landing in a …

P Kurdel, N Gecejová, M Češkovič, A Yakovlieva - Aerospace, 2024 - mdpi.com
Unmanned aerial vehicle technology is the most advanced and helpful in almost every area
of interest in human work. These devices become autonomous and can fulfil a variety of …

UEMM-Air: A Synthetic Multi-modal Dataset for Unmanned Aerial Vehicle Object Detection

F Liu, L Yao, S Xu, C Zhang, X Zhang, T Wu - arXiv preprint arXiv …, 2024 - arxiv.org
The development of multi-modal object detection for Unmanned Aerial Vehicles (UAVs)
typically relies on a large amount of pixel-aligned multi-modal image data. However, existing …

Advance and Refinement: The Evolution of UAV Detection and Classification Technologies

V Semenyuk, I Kurmashev, A Lupidi, D Alyoshin… - arXiv preprint arXiv …, 2024 - arxiv.org
This review provides a detailed analysis of the advancements in unmanned aerial vehicle
(UAV) detection and classification systems from 2020 to today. It covers various detection …

The Intellectual Structure and the Future of Counter-Uncrewed Aerial Systems (UAS) Research: A Bibliometric and A Scoping Review

C Yang, C Huang, Y Zhao - International Journal of Aviation …, 2024 - commons.erau.edu
With advancements in remote sensing technology and affordable design, uncrewed aerial
systems (UAS), commonly known as drones, have become prevalent in civil and military …