A comprehensive review of unmanned aerial vehicle attacks and neutralization techniques

V Chamola, P Kotesh, A Agarwal, N Gupta, M Guizani - Ad hoc networks, 2021 - Elsevier
Abstract Unmanned Aerial Vehicles (UAV) have revolutionized the aircraft industry in this
decade. UAVs are now capable of carrying out remote sensing, remote monitoring, courier …

Fast, reliable, and secure drone communication: A comprehensive survey

V Hassija, V Chamola, A Agrawal… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Drone security is currently a major topic of discussion among researchers and industrialists.
Although there are multiple applications of drones, if the security challenges are not …

Unmanned aerial vehicles in smart agriculture: Applications, requirements, and challenges

PKR Maddikunta, S Hakak, M Alazab… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
In the next few years, smart farming will reach each and every nook of the world. The
prospects of using unmanned aerial vehicles (UAV) for smart farming are immense …

Machine learning-based drone detection and classification: State-of-the-art in research

B Taha, A Shoufan - IEEE access, 2019 - ieeexplore.ieee.org
This paper presents a comprehensive review of current literature on drone detection and
classification using machine learning with different modalities. This research area has …

A survey on machine-learning techniques for UAV-based communications

PS Bithas, ET Michailidis, N Nomikos, D Vouyioukas… - Sensors, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) will be an integral part of the next generation wireless
communication networks. Their adoption in various communication-based applications is …

A comprehensive survey on radio frequency (rf) fingerprinting: Traditional approaches, deep learning, and open challenges

A Jagannath, J Jagannath, PSPV Kumar - Computer Networks, 2022 - Elsevier
Fifth generation (5G) network and beyond envision massive Internet of Things (IoT) rollout to
support disruptive applications such as extended reality (XR), augmented/virtual reality …

Real-time and accurate drone detection in a video with a static background

U Seidaliyeva, D Akhmetov, L Ilipbayeva, ET Matson - Sensors, 2020 - mdpi.com
With the increasing number of drones, the danger of their illegal use has become relevant.
This has necessitated the creation of automatic drone protection systems. One of the …

Detection and classification of UAVs using RF fingerprints in the presence of Wi-Fi and Bluetooth interference

M Ezuma, F Erden, CK Anjinappa… - IEEE Open Journal …, 2019 - ieeexplore.ieee.org
This paper investigates the problem of detection and classification of unmanned aerial
vehicles (UAVs) in the presence of wireless interference signals using a passive radio …

A review of counter-UAS technologies for cooperative defensive teams of drones

VU Castrillo, A Manco, D Pascarella, G Gigante - Drones, 2022 - mdpi.com
In recent years, the drone market has had a significant expansion, with applications in
various fields (surveillance, rescue operations, intelligent logistics, environmental …

Comprehensive review of UAV detection, security, and communication advancements to prevent threats

GEM Abro, SABM Zulkifli, RJ Masood, VS Asirvadam… - Drones, 2022 - mdpi.com
It has been observed that unmanned aerial vehicles (UAVs), also known as drones, have
been used in a very different way over time. The advancements in key UAV areas include …