Machine learning techniques in internet of UAVs for smart cities applications

Drone Deep Reinforcement Learning: A Review

(2021) Ahmad Taher Azar et al.   Electronics

Using Clustering Methods in Multinomial Logit Model for Departure Time Choice

(2020) Shahriar Afandizadeh Zargari et al.   JOURNAL OF ADVANCED TRANSPORTATION

Artificial Intelligence and Machine Learning Applications in Smart Production: Progress, Trends, and Directions

(2020) Raffaele Cioffi et al.   Sustainability

LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing

(2020) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Applications of Unmanned Aerial Vehicles in Cryosphere: Latest Advances and Prospects

(2020) Clare Gaffey et al.   Remote Sensing

Artificial Intelligence Applications to Smart City and Smart Enterprise

(2020) Donato Impedovo et al.   Applied Sciences-Basel

On the Application of Machine Learning to the Design of UAV-Based 5G Radio Access Networks

(2020) Vahid Kouhdaragh et al.   Electronics

Supervised-actor-critic reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units

(2020) Chao Yu et al.   BMC Medical Informatics and Decision Making

Cellular UAV-to-Device Communications: Trajectory Design and Mode Selection by Multi-Agent Deep Reinforcement Learning

(2020) Fanyi Wu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

A 5G Beam Selection Machine Learning Algorithm for Unmanned Aerial Vehicle Applications

(2020) Hao Meng et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Review of V2X–IoT Standards and Frameworks for ITS Applications

(2020) Karolis Kiela et al.   Applied Sciences-Basel

Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control

(2020) Hamid Shiri et al.   IEEE Wireless Communications Letters

3D Spectrum Sharing for Hybrid D2D and UAV Networks

(2020) Bodong Shang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

CSVM Architectures for Pixel-Wise Object Detection in High-Resolution Remote Sensing Images

(2020) Youyou Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval

(2020) Peng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Frontier Progress of Unmanned Aerial Vehicles Optical Wireless Technologies

(2020) Jupeng Ding et al.   SENSORS

DeepBrain: Experimental Evaluation of Cloud-Based Computation Offloading and Edge Computing in the Internet-of-Drones for Deep Learning Applications

(2020) Anis Koubaa et al.   SENSORS

UAV Framework for Autonomous Onboard Navigation and People/Object Detection in Cluttered Indoor Environments

(2020) Juan Sandino et al.   Remote Sensing

Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0

(2020) Zeki Murat Çınar et al.   Sustainability

DronAway: A Proposal on the Use of Remote Sensing Drones as Mobile Gateway for WSN in Precision Agriculture

(2020) Laura García et al.   Applied Sciences-Basel

Dynamic Spectrum Interaction of UAV Flight Formation Communication With Priority: A Deep Reinforcement Learning Approach

(2020) Yun Lin et al.   IEEE Transactions on Cognitive Communications and Networking

Deep Learning-based Monocular Obstacle Avoidance for Unmanned Aerial Vehicle Navigation in Tree Plantations

(2020) H. Y. Lee et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks

(2019) Mingzhe Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

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

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

Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach

(2019) Xiongwen Cheng et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks With Cellular-Connected UAVs

(2019) Mingzhe Chen et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Trajectory Design and Power Control for Multi-UAV Assisted Wireless Networks: A Machine Learning Approach

(2019) Xiao Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Review on IoT Deep Learning UAV Systems for Autonomous Obstacle Detection and Collision Avoidance

(2019) Paula Fraga-Lamas et al.   Remote Sensing

Application of an Ensemble Method to UAV Power Modeling for Cellular Communications

(2019) Sotirios K. Goudos et al.   IEEE Antennas and Wireless Propagation Letters

A Survey on Machine-Learning Techniques for UAV-Based Communications

(2019) Petros S. Bithas et al.   SENSORS

The impact of artificial intelligence in medicine on the future role of the physician

(2019) Abhimanyu S. Ahuja   PeerJ

Autonomous Target Tracking of UAV Using High-Speed Visual Feedback

(2019) Hsiu-Min Chuang et al.   Applied Sciences-Basel

Robust proactive eavesdropping in UAV-enabled wireless communication networking

(2019) Wei Wu et al.   EURASIP Journal on Wireless Communications and Networking

A 65-nm 8-to-3-b 1.0–0.36-V 9.1–1.1-TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Swarm Robotics

(2019) Ningyuan Cao et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Joint Design of Access Point Selection and Path Planning for UAV-Assisted Cellular Networks

(2019) Shichao Zhu et al.   IEEE Internet of Things Journal

Detection of Eavesdropping Attack in UAV-Aided Wireless Systems: Unsupervised Learning With One-Class SVM and K-Means Clustering

(2019) Tiep M. Hoang et al.   IEEE Wireless Communications Letters

Evolutionary Collaborative Human-UAV Search for Escaped Criminals

(2019) Yu-Jun Zheng et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Machine Learning Approach for Estimating Air Data Parameters of Small Fixed-Wing UAVs Using Distributed Pressure Sensors

(2019) Kasper Trolle Borup et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Convolutional SVM Networks for Object Detection in UAV Imagery

(2018) Yakoub Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Vision-Aided Approach to Perching a Bioinspired Unmanned Aerial Vehicle

(2018) Cai Luo et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Drone Pilot Identification by Classifying Radio-Control Signals

(2018) Abdulhadi Shoufan et al.   IEEE Transactions on Information Forensics and Security

Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems

(2018) Ruben Martinez-Cantin   IEEE Transactions on Cybernetics

A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle

(2018) Yi Zeng et al.   IEEE Transactions on Cognitive and Developmental Systems

Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery

(2018) Yifan Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach

(2018) Chi Harold Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Prediction-Based Charging Policy and Interference Mitigation Approach in the Wireless Powered Internet of Things

(2018) Lixin Li et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network

(2018) Mohammad Mozaffari et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

UAV IoT Framework Views and Challenges: Towards Protecting Drones as “Things”

(2018) Thomas Lagkas et al.   SENSORS

Object-Based Land-Cover Supervised Classification for Very-High-Resolution UAV Images Using Stacked Denoising Autoencoders

(2017) Xiaodong Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience

(2017) Mingzhe Chen et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

An investigation into the effect of surveillance drones on textile evidence at crime scenes

(2017) Alistair Bucknell et al.   SCIENCE & JUSTICE

Robust Visual Detection–Learning–Tracking Framework for Autonomous Aerial Refueling of UAVs

(2016) Yingjie Yin et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Impedance-Based Non-Destructive Testing Method Combined with Unmanned Aerial Vehicle for Structural Health Monitoring of Civil Infrastructures

(2016) Wongi Na et al.   Applied Sciences-Basel

Efficient Framework for Palm Tree Detection in UAV Images

(2014) Salim Malek et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing