A Survey on Applications of Reinforcement Learning in Flying Ad-Hoc Networks

Q-Learning-Based Fuzzy Logic for Multi-objective Routing Algorithm in Flying Ad Hoc Networks

(2020) Qin Yang et al.   WIRELESS PERSONAL COMMUNICATIONS

AFRL: Adaptive federated reinforcement learning for intelligent jamming defense in FANET

(2020) Nishat I. Mowla et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Understanding the role of individual units in a deep neural network

(2020) David Bau et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An optimization routing protocol for FANETs

(2019) Hua Yang et al.   EURASIP Journal on Wireless Communications and Networking

Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks

(2019) MyungJae Shin et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges

(2019) Zehui Xiong et al.   IEEE Vehicular Technology Magazine

Q-SQUARE: A Q-learning approach to provide a QoE aware UAV flight path in cellular networks

(2019) Stefania Colonnese et al.   Ad Hoc Networks

Reinforcement Learning in Multiple-UAV Networks: Deployment and Movement Design

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

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

FANET: Communication, mobility models and security issues

(2019) Amira Chriki et al.   Computer Networks

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

(2019) Petros S. Bithas et al.   SENSORS

QMR:Q-learning based Multi-objective optimization Routing protocol for Flying Ad Hoc Networks

(2019) Jianmin Liu et al.   COMPUTER COMMUNICATIONS

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning

(2019) Chi Harold Liu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Adaptive Communication Protocols in Flying Ad Hoc Network

(2018) Zhigao Zheng et al.   IEEE COMMUNICATIONS MAGAZINE

Building Novel VHF-Based Wireless Sensor Networks for the Internet of Marine Things

(2018) Rabab Al-Zaidi et al.   IEEE SENSORS JOURNAL

Distributed Drone Base Station Positioning for Emergency Cellular Networks Using Reinforcement Learning

(2018) Paulo V. Klaine et al.   Cognitive Computation

Reinforcement Learning for Decentralized Trajectory Design in Cellular UAV Networks With Sense-and-Send Protocol

(2018) Jingzhi Hu et al.   IEEE Internet of Things Journal

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Taking Drones to the Next Level: Cooperative Distributed Unmanned-Aerial-Vehicular Networks for Small and Mini Drones

(2017) Jingjing Wang et al.   IEEE Vehicular Technology Magazine

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

LTE in the sky: trading off propagation benefits with interference costs for aerial nodes

(2016) Bertold Van Der Bergh et al.   IEEE COMMUNICATIONS MAGAZINE

A dynamic trajectory control algorithm for improving the communication throughput and delay in UAV-aided networks

(2016) Zubair Md. Fadlullah et al.   IEEE NETWORK

ART: An Attack-Resistant Trust Management Scheme for Securing Vehicular Ad Hoc Networks

(2016) Wenjia Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Reliability in wireless sensor networks: A survey and challenges ahead

(2015) Muhammad Adeel Mahmood et al.   Computer Networks

Optimal LAP Altitude for Maximum Coverage

(2014) Akram Al-Hourani et al.   IEEE Wireless Communications Letters

Flying Ad-Hoc Networks (FANETs): A survey

(2013) İlker Bekmezci et al.   Ad Hoc Networks

Adoption of Vehicular Ad Hoc Networking Protocols by Networked Robots

(2012) Wim Vandenberghe et al.   WIRELESS PERSONAL COMMUNICATIONS

Development of a low-cost agricultural remote sensing system based on an autonomous unmanned aerial vehicle (UAV)

(2011) Haitao Xiang et al.   BIOSYSTEMS ENGINEERING

Wildfire monitoring using a mixed air-ground mobile network

(2010) Cristina Barrado et al.   IEEE PERVASIVE COMPUTING

Experimental Results in Multi-UAV Coordination for Disaster Management and Civil Security Applications

(2010) Iván Maza et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

DGPS/IMU integration-based geolocation system: Airborne experimental test results

(2009) Hyo-Sung Ahn et al.   AEROSPACE SCIENCE AND TECHNOLOGY