Robust Forest Fire Detection Method for Surveillance Systems Based on You Only Look Once Version 8 and Transfer Learning Approaches

N Yunusov, BMDS Islam, A Abdusalomov, W Kim - Processes, 2024 - mdpi.com
Forest fires have emerged as a significant global concern, exacerbated by both global
warming and the expanding human population. Several adverse outcomes can result from …

Sensor Management with Dynamic Clustering for Bearings-Only Multi-Target Tracking via Swarm Intelligence Optimization

X Jiang, T Ma, J Jin, Y Jiang - Electronics, 2023 - mdpi.com
Sensor management is a crucial research subject for multi-sensor multi-target tracking in
wireless sensor networks (WSNs) with limited resources. Bearings-only tracking produces …

DGTTSSA: Data Gathering Technique Based on Trust and Sparrow Search Algorithm for WSNs

W Osamy, AM Khedr, B Alwasel, A Salim - Sensors, 2023 - mdpi.com
Wireless Sensor Networks (WSNs) have been successfully utilized for developing various
collaborative and intelligent applications that can provide comfortable and smart-economic …

Secure and Energy Efficient Filtered Over-the-Air Internet of Things Setup in a Wireless Mesh Network for Firmware Freshness

L Carnevale, A Ficara, G Catalfamo… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) became more and more popular because of the raise of ubiquitous
internet connected devices. In this regard, IoT nodes are often organized in wireless sensor …

Optimizing Sensor Node Placement for Forest Fire Prevention Using Clustering and Regression

M Ikbel, MH Jeridi, T Ezzedine - 2023 22nd Mediterranean …, 2023 - ieeexplore.ieee.org
Forest fire monitoring and prevention are essential in forested areas, where the strategic
deployment of sensor networks plays a pivotal role. This research study presents an …

A Guide Towards Implementing an Effective Forest Fire Detection System: Key Factors and Research Gaps

A Salaria, A Singh - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Forest fires have been one of the major concerns in the world when addressing
environmental issues. Dealing with these unfortunate incidents is not that easy because …

Original Research Article DSRO based data annotation with improved EfficientNet for forest fire detection using image processing in IoT environment

V Asha, K Kasturi, N Selvamuthukumaran… - Journal of …, 2024 - jai.front-sci.com
The increasing risk of forest fires demands sophisticated detection systems in order to
mitigate the environment effectively. The technology under consideration enhances real …

A Smart Fuzzy Metaheuristic Energy Optimisation Framework for Heterogeneous Wireless Sensor Networks

N Bhende, G Deepika, L Ramesh, R Kesavan… - … Conference on Artificial …, 2024 - Springer
The proposed work introduces an innovative approach to energy management in
heterogeneous wireless sensor networks (HWSNs) by integrating fuzzy logic, metaheuristic …

A Smart Fuzzy Metaheuristic Energy Optimisation Framework for Heterogeneous Wireless Sensor Networks

L Vijayaraja - Proceedings of 4th International Conference on … - books.google.com
The proposed work introduces an innovative approach to energy management in
heterogeneous wireless sensor networks (HWSNs) by integrating fuzzy logic, metaheuristic …