RF-based drone detection and identification using deep learning approaches: An initiative towards a large open source drone database

MF Al-Sa'd, A Al-Ali, A Mohamed, T Khattab… - Future Generation …, 2019 - Elsevier
The omnipresence of unmanned aerial vehicles, or drones, among civilians can lead to
technical, security, and public safety issues that need to be addressed, regulated and …

Micro-UAV detection and classification from RF fingerprints using machine learning techniques

M Ezuma, F Erden, CK Anjinappa… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper focuses on the detection and classification of micro-unmanned aerial vehicles
(UAVs) using radio frequency (RF) fingerprints of the signals transmitted from the controller …

SoK-security and privacy in the age of drones: threats, challenges, solution mechanisms, and scientific gaps

B Nassi, A Shabtai, R Masuoka, Y Elovici - arXiv preprint arXiv …, 2019 - arxiv.org
The evolution of drone technology in the past nine years since the first commercial drone
was introduced at CES 2010 has caused many individuals and businesses to adopt drones …

Cedar: A cost-effective crowdsensing system for detecting and localizing drones

G Yang, X Shi, L Feng, S He, Z Shi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The increasing popularity of drones is bringing many public security and privacy breach
issues, such as smuggling, intrusion, and illegal surveillance. Traditional approaches to …

Drone localization and identification using an acoustic array and supervised learning

V Baron, S Bouley, M Muschinowski… - … Machine Learning in …, 2019 - spiedigitallibrary.org
Drones are well-known threats both in military and civil environments. Identifying them
accurately and localizing their trajectory is an issue that more and more methods are trying …

Single-mode wild area surveillance sensor with ultra-low power design based on microphone array

H Liu, J Shi, J Huang, Q Zhou, S Wei, B Li… - IEEE Access, 2019 - ieeexplore.ieee.org
Acoustic sensors are used as an important sensor component in wireless sensor networks
(WSNs) for wild environmental monitoring, because of its small size, light weight, and low …

Caractérisation de drones en vue de leur localisation et de leur suivi à partir d'une antenne de microphones

T Blanchard - 2019 - theses.hal.science
Ces travaux de thèse portent sur l'identification acoustique de drones en vue du
dimensionnement d'une antenne avec peu de microphones (jusqu'à 10) et adaptée aux …

Acoustic localization estimation of an unmanned aerial vehicle using microphone array

T Blanchard, JH Thomas… - INTER-NOISE and NOISE …, 2019 - ingentaconnect.com
Acoustic source localization is an active research topic in array processing due to its multiple
applications. Microphone array can be e ciently used for detecting, locating and tracking …

Passive radar based UAV detection using opportunistic RF illumination

T Wang, T Huang - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Protecting low-altitude space against unmanned aerial vehicle (UAV) threats has become
imperative due to the proliferation of small or micro UAVs. The complex and dynamic …

Multidimensional Antenna Array based Framework for Drone Localization in Multipath Environments

JPA Maranhão, JPCL da Costa, E Javidi… - 2019 13th …, 2019 - ieeexplore.ieee.org
Drones or unmanned aerial vehicles (UAV) are remotely piloted aircrafts which are very
popular for commercial and public-safety applications. However, they can impose several …