Advances and challenges in drone detection and classification techniques: A state-of-the-art review

U Seidaliyeva, L Ilipbayeva, K Taissariyeva, N Smailov… - Sensors, 2023 - mdpi.com
The fast development of unmanned aerial vehicles (UAVs), commonly known as drones, has
brought a unique set of opportunities and challenges to both the civilian and military sectors …

Cyber4drone: A systematic review of cyber security and forensics in next-generation drones

V Sihag, G Choudhary, P Choudhary, N Dragoni - Drones, 2023 - mdpi.com
Cyber Security and forensics for Unmanned Aerial Vehicles (UAVs) pose unique
requirements, solutions, and challenges. As UAVs become increasingly prevalent for …

Drone transportation system: Systematic review of security dynamics for smart mobility

SO Ajakwe, DS Kim, JM Lee - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The intelligence and integrity of a real-time cyber–physical system depend on how
trustworthy the data's legitimacy, appropriation, and authorization are during end-to-end …

A comprehensive survey on knowledge-defined networking

PADSN Wijesekara, S Gunawardena - Telecom, 2023 - mdpi.com
Traditional networking is hardware-based, having the control plane coupled with the data
plane. Software-Defined Networking (SDN), which has a logically centralized control plane …

Drone model classification using convolutional neural network trained on synthetic data

M Wisniewski, ZA Rana, I Petrunin - Journal of Imaging, 2022 - mdpi.com
We present a convolutional neural network (CNN) that identifies drone models in real-life
videos. The neural network is trained on synthetic images and tested on a real-life dataset of …

On onboard LiDAR-based flying object detection

M Vrba, V Walter, V Pritzl, M Pliska… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
A new robust and accurate approach for the detection and localization of flying objects with
the purpose of highly dynamic aerial interception and agile multi-robot interaction is …

Drone and controller detection and localization: Trends and challenges

J Yousaf, H Zia, M Alhalabi, M Yaghi, T Basmaji… - Applied Sciences, 2022 - mdpi.com
Unmanned aerial vehicles (UAVs) have emerged as a rapidly growing technology seeing
unprecedented adoption in various application sectors due to their viability and low cost …

A survey on the design aspects and opportunities in age-aware uav-aided data collection for sensor networks and internet of things applications

OA Amodu, R Nordin, C Jarray, UA Bukar… - Drones, 2023 - mdpi.com
Due to the limitations of sensor devices, including short transmission distance and
constrained energy, unmanned aerial vehicles (UAVs) have been recently deployed to …

Drone Detection and Tracking Using RF Identification Signals

D Aouladhadj, E Kpre, V Deniau, A Kharchouf… - Sensors, 2023 - mdpi.com
The market for unmanned aerial systems (UASs) has grown considerably worldwide, but
their ability to transmit sensitive information poses a threat to public safety. To counter these …

Drones are Endangering Energy Critical Infrastructure, and How We Can Deal with This

A Kootala, A Mousa, PWT Pong - Energies, 2023 - mdpi.com
Drones are becoming a greater threat to modern electrical grids with the capability to cause
expensive and time-consuming damage repairs to substations and transmission lines …