On the Detection of Unauthorized Drones—Techniques and Future Perspectives: A Review

UAVData: A dataset for unmanned aerial vehicle detection

(2021) Yuni Zeng et al.   Soft Computing

Air-to-Air Visual Detection of Micro-UAVs: An Experimental Evaluation of Deep Learning

(2021) Ye Zheng et al.   IEEE Robotics and Automation Letters

Tracking and Relative Localization of Drone Swarms With a Vision-Based Headset

(2021) Maxim Pavliv et al.   IEEE Robotics and Automation Letters

Localization and Activity Classification of Unmanned Aerial Vehicle Using mmWave FMCW Radars

(2021) Prabhat Kumar Rai et al.   IEEE SENSORS JOURNAL

A Smart Droplet Detection Approach With Vision Sensing Technique for Agricultural Aviation Application

(2021) Linhui Wang et al.   IEEE SENSORS JOURNAL

Integration of federated machine learning and blockchain for the provision of secure big data analytics for Internet of Things

(2021) Devrim Unal et al.   COMPUTERS & SECURITY

RF Signal-Based UAV Detection and Mode Classification: A Joint Feature Engineering Generator and Multi-Channel Deep Neural Network Approach

(2021) Shubo Yang et al.   Entropy

Embedded Sensors, Communication Technologies, Computing Platforms and Machine Learning for UAVs: A Review

(2021) A. N. Wilson et al.   IEEE SENSORS JOURNAL

Applications, Deployments, and Integration of Internet of Drones (IoD): A Review

(2021) Laith Abualigah et al.   IEEE SENSORS JOURNAL

A dataset for multi-sensor drone detection

(2021) Fredrik Svanström et al.   Data in Brief

UAV Detection and Localization Based on Multi-Dimensional Signal Features

(2021) Wei Nie et al.   IEEE SENSORS JOURNAL

Amateur Drones Detection: A machine learning approach utilizing the acoustic signals in the presence of strong interference

(2020) Zahoor Uddin et al.   COMPUTER COMMUNICATIONS

Classification, positioning, and tracking of drones by HMM using acoustic circular microphone array beamforming

(2020) Junfeng Guo et al.   EURASIP Journal on Wireless Communications and Networking

Target Tracking in Time-Division-Multifrequency-Based Passive Radar

(2020) Min Lu et al.   IEEE SENSORS JOURNAL

Target Tracking of Moving and Rotating Object by High-Speed Monocular Active Vision

(2020) Yang Liu et al.   IEEE SENSORS JOURNAL

Histogram of Oriented Gradients Feature Extraction From Raw Bayer Pattern Images

(2020) Wei Zhou et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

An Acoustic-Based Surveillance System for Amateur Drones Detection and Localization

(2020) Zhiguo Shi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Trajectory and image-based detection and identification of UAV

(2020) Yicheng Liu et al.   VISUAL COMPUTER

Pursuing Drones With Drones Using Millimeter Wave Radar

(2020) Sedat Dogru et al.   IEEE Robotics and Automation Letters

CNN-based single object detection and tracking in videos and its application to drone detection

(2020) Dong-Hyun Lee   MULTIMEDIA TOOLS AND APPLICATIONS

Detecting Spying Drones

(2020) Raz Ben Netanel et al.   IEEE SECURITY & PRIVACY

RF Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter Waveforms

(2020) Nasim Soltani et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Lightweight and optimized sound source localization and tracking methods for open and closed microphone array configurations

(2019) François Grondin et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Machine Learning Inspired Sound-Based Amateur Drone Detection for Public Safety Applications

(2019) Muhammad Zohaib Anwar et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Tutorial: Passive radar tutorial

(2019) Heiner Kuschel et al.   IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE

How to Govern the Non-Cooperative Amateur Drones?

(2019) Daojing He et al.   IEEE NETWORK

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

(2019) Mohammad F. Al-Sa’d et al.   Future Generation Computer Systems-The International Journal of eScience

A Software Platform for Noise Reduction in Sound Sensor Equipped Drones

(2019) Byungseok Kang et al.   IEEE SENSORS JOURNAL

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking

(2019) Tianyang Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Learning on Multi Sensor Data for Counter UAV Applications—A Systematic Review

(2019) Stamatios Samaras et al.   SENSORS

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Object Detection in Videos by High Quality Object Linking

(2019) Peng Tang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Key Technologies and System Trade-offs for Detection and Localization of Amateur Drones

(2018) Mohammad Mahdi Azari et al.   IEEE COMMUNICATIONS MAGAZINE

Anti-Drone System with Multiple Surveillance Technologies: Architecture, Implementation, and Challenges

(2018) Xiufang Shi et al.   IEEE COMMUNICATIONS MAGAZINE

Detection, Tracking, and Interdiction for Amateur Drones

(2018) Ismail Guvenc et al.   IEEE COMMUNICATIONS MAGAZINE

Unauthorized Amateur UAV Detection Based on WiFi Statistical Fingerprint Analysis

(2018) Igor Bisio et al.   IEEE COMMUNICATIONS MAGAZINE

Acoustic Sensing From a Multi-Rotor Drone

(2018) Lin Wang et al.   IEEE SENSORS JOURNAL

Experimental Research of Multistatic Passive Radar With a Single Antenna for Drone Detection

(2018) Gao Fang et al.   IEEE Access

Review of radar classification and RCS characterisation techniques for small UAVs ordrones

(2018) Jarez S. Patel et al.   IET Radar Sonar and Navigation

A 2-D Acoustic Source Localization System for Drones in Search and Rescue Missions

(2018) Sibusiso V. Sibanyoni et al.   IEEE SENSORS JOURNAL

V-RBNN Based Small Drone Detection in Augmented Datasets for 3D LADAR System

(2018) Byeong Kim et al.   SENSORS

ClickLeak: Keystroke Leaks Through Multimodal Sensors in Cyber-Physical Social Networks

(2017) Fan Li et al.   IEEE Access

Small Unmanned Aerial Vehicles (Micro-Uavs, Drones) in Plant Ecology

(2016) Mitchell B. Cruzan et al.   Applications in Plant Sciences

Vision-Based Detection and Distance Estimation of Micro Unmanned Aerial Vehicles

(2015) Fatih Gökçe et al.   SENSORS

Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine

(2009) Youngwook Kim et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING