Wildfire monitoring based on energy efficient clustering approach for FANETS

S Bharany, S Sharma, J Frnda, M Shuaib, MI Khalid… - Drones, 2022 - mdpi.com
Forest fires are a significant threat to the ecological system's stability. Several attempts have
been made to detect forest fires using a variety of approaches, including optical fire sensors …

UAV‐based framework for effective data analysis of forest fire detection using 5G networks: An effective approach towards smart cities solutions

A Sharma, PK Singh - International Journal of Communication …, 2021 - Wiley Online Library
The wireless communication among the unmanned aerial vehicles is one of the most
promising technologies for many of the future systems. The requirement of high performance …

A survey on forest fire monitoring using unmanned aerial vehicles

FMA Hossain, Y Zhang, C Yuan - 2019 3rd International …, 2019 - ieeexplore.ieee.org
Every year, forest fire causes heavy death toll and destruction around the world. The number
of forest fires is increasing each year along with the damages associated with it. At this point …

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 …

Energy efficient clustering protocol for FANETS using moth flame optimization

S Bharany, S Sharma, S Bhatia, MKI Rahmani… - Sustainability, 2022 - mdpi.com
FANET (flying ad-hoc networks) is currently a trending research topic. Unmanned aerial
vehicles (UAVs) have two significant challenges: short flight times and inefficient routing due …

Semisupervised classification based clustering approach in WSN for forest fire detection

D Sinha, R Kumari, S Tripathi - Wireless Personal Communications, 2019 - Springer
Forest fire is a very considerable problem of ecological system. This paper depicts a novel
technique which detects the high active (HA) zone (nearer to the epicenter of fire) in the …

Efficient forest fire detection index for application in unmanned aerial systems (UASs)

H Cruz, M Eckert, J Meneses, JF Martínez - Sensors, 2016 - mdpi.com
This article proposes a novel method for detecting forest fires, through the use of a new color
index, called the Forest Fire Detection Index (FFDI), developed by the authors. The index is …

[PDF][PDF] An improved algorithm to fire detection in forest by using wireless sensor networks

GM Abdulsahib, OI Khalaf - International Journal of Civil …, 2018 - researchgate.net
Wireless sensor network systems diffuse an intensive, array of small, low-cost sensors that
monitor the environment. The system can be extending anywhere, even in the place which is …

Energy efficient routing protocol for an IoT-based WSN system to detect forest fires

RB Pedditi, K Debasis - Applied Sciences, 2023 - mdpi.com
Around a third of the world's surface area is covered with forests. This is about 4–5 billion
hectares of land. We are losing an additional 3 million hectares of forest cover each year …

Data mining techniques applied to wireless sensor networks for early forest fire detection

M Saoudi, A Bounceur, R Euler, T Kechadi - Proceedings of the …, 2016 - dl.acm.org
Nowadays, forest fires are a serious threat to the environment and human life. The
monitoring system for forest fires should be able to make a real-time monitoring of the target …