A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

SPH Boroujeni, A Razi, S Khoshdel, F Afghah… - Information …, 2024 - Elsevier
Wildfires have emerged as one of the most destructive natural disasters worldwide, causing
catastrophic losses. These losses have underscored the urgent need to improve public …

A comprehensive survey on artificial intelligence for unmanned aerial vehicles

S Sai, A Garg, K Jhawar, V Chamola… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Artificial Intelligence (AI) is an emerging technology that finds its application in various
industries. Integration of AI in Unmanned Aerial Vehicles (UAVs) can lead to tremendous …

Aerial imagery pile burn detection using deep learning: The FLAME dataset

A Shamsoshoara, F Afghah, A Razi, L Zheng, PZ Fulé… - Computer Networks, 2021 - Elsevier
Wildfires are one of the costliest and deadliest natural disasters in the US, causing damage
to millions of hectares of forest resources and threatening the lives of people and animals. Of …

Conditional probability based multi-objective cooperative task assignment for heterogeneous UAVs

X Gao, L Wang, X Yu, X Su, Y Ding, C Lu… - … Applications of Artificial …, 2023 - Elsevier
In actual air combat, there is an inevitable risk that an unmanned aerial vehicle (UAV) will be
destroyed. However, this risk is rarely considered in the mission planning phase. In this …

Joint auction-coalition formation framework for communication-efficient federated learning in UAV-enabled internet of vehicles

JS Ng, WYB Lim, HN Dai, Z Xiong… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Due to the advanced capabilities of the Internet of Vehicles (IoV) components such as
vehicles, Roadside Units (RSUs) and smart devices as well as the increasing amount of …

Joint task assignment and spectrum allocation in heterogeneous UAV communication networks: A coalition formation game-theoretic approach

J Chen, Q Wu, Y Xu, N Qi, X Guan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Coalition structure is an efficient networking architecture for task implementation in
unmanned aerial vehicle (UAV) networks. However, both the formation of coalition and the …

Blockchain-based key management for heterogeneous flying ad hoc network

Y Tan, J Liu, N Kato - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) is recognized as one of the best sensing tools for gathering
data in the industrial Internet of things sector. Besides, the flying ad hoc network (FANET) …

An energy efficient framework for UAV-assisted millimeter wave 5G heterogeneous cellular networks

J Chakareski, S Naqvi, N Mastronarde… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
We study downlink transmission in a multi-band heterogeneous network comprising
unmanned aerial vehicle (UAV) small base stations and ground-based dual mode mmWave …

Wildfire monitoring in remote areas using autonomous unmanned aerial vehicles

F Afghah, A Razi, J Chakareski… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
In this paper, we propose a drone-based wildfire monitoring system for remote and hard-to-
reach areas. This system utilizes autonomous unmanned aerial vehicles (UAVs) with the …

Distributed cooperative spectrum sharing in UAV networks using multi-agent reinforcement learning

A Shamsoshoara, M Khaledi, F Afghah… - 2019 16th IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we develop a distributed mechanism for spectrum sharing among a network of
unmanned aerial vehicles (UAV) and licensed terrestrial networks. This method can provide …