Multi-UAV Wildfire Perimeter Monitoring System

被引:1
作者
Heracleous, Constantinos [1 ]
Kolios, Panayiotis [1 ]
Panayiotou, Christos [1 ,2 ]
机构
[1] Univ Cyprus, KIOS CoE, Nicosia, Cyprus
[2] Univ Cyprus, Dept ECE, Nicosia, Cyprus
来源
2023 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DISASTER MANAGEMENT, ICT-DM | 2023年
关键词
Autonomous aerial vehicles; drones; fires; path planning; real-time systems; remote monitoring; AERIAL VEHICLES; FIRE;
D O I
10.1109/ICT-DM58371.2023.10286938
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Monitoring the perimeter of a wildfire in real time is crucial for effective firefighting and decision-making. This paper proposes a multi-UAV system that combines real-time infield data with a fire propagation model to accurately predict the state of the wildfire perimeter and improve fire prediction. To achieve this, a data fusion scheme is used to merge historical data with real-time measurements obtained from UAVs to update the fire propagation model. The model is then used to predict the future perimeter of the fire, which then guides the team of UAVs to track the perimeter more accurately. The system has been tested through simulation experiments, indicating its effectiveness in providing accurate real-time wildfire perimeter propagation information.
引用
收藏
页码:108 / 115
页数:8
相关论文
共 50 条
[41]   On Trajectory Homotopy to Explore and Penetrate Dynamically of Multi-UAV [J].
Fu, Jinyu ;
Sun, Guanghui ;
Yao, Weiran ;
Wu, Ligang .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (12) :24008-24019
[42]   Evolutionary Planning of Multi-UAV Search for Missing Tourists [J].
Du, Yi-Chen ;
Zhang, Min-Xia ;
Ling, Hai-Feng ;
Zheng, Yu-Jun .
IEEE ACCESS, 2019, 7 :73480-73492
[43]   Multi-UAV Reconnaissance Task Allocation in 3D Urban Environments [J].
Tian, Xiangrui ;
Xu, Tong ;
Luo, Xin ;
Jia, Yinjun ;
Yin, Jie .
IEEE ACCESS, 2024, 12 :30989-30999
[44]   Replanning-Oriented Framework for Efficient Real-Time Decision-Making in Multi-UAV Systems [J].
Hai, Xingshuo ;
Tan, Longyan ;
Feng, Qiang ;
Duan, Haibin ;
Wen, Changyun .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2025, 21 (07) :5127-5137
[45]   Energy Efficient Data Evacuation Path for Multi-UAV System Based on Multi-Objective Optimization Method [J].
Zhai, Linbo ;
Zhu, Xiumin ;
Cheng, Chen .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 74 (05) :7364-7377
[46]   Topology optimised fixed-time consensus for multi-UAV system in a multipath fading channel [J].
Hao, Lei ;
Qi, Xiaohan ;
Yang, Zhihua .
IET COMMUNICATIONS, 2020, 14 (11) :1731-1739
[47]   Dynamic UAV Deployment in Multi-UAV Wireless Networks: A Multimodal-Feature-Based Deep Reinforcement Learning Approach [J].
Bai, Yu ;
Xie, Boxuan ;
Liu, Ying ;
Chang, Zheng ;
Jantti, Riku .
IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (12) :18765-18778
[48]   A multi-UAV fast search path planning algorithm research [J].
Yu, Xiang ;
Wang, Binbin ;
Wang, Ziyi ;
Deng, Fuigui .
2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, 2023,
[49]   A Multi-UAV Minimum Time Search Planner based on ACOR [J].
Perez-Carabaza, Sara ;
-Ortega, Julian Bermudez ;
Besada-Portas, Eva ;
Lopez-Orozco, Jose A. ;
de la Cruz, Jesus M. .
PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'17), 2017, :35-42
[50]   Multi-UAV cooperative search on region division and path planning [J].
Dai J. ;
Xu F. ;
Chen Q. .
Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2020, 41