Mitigating hotspot issues in heterogeneous wireless sensor networks

OI Khalaf, CAT Romero, S Hassan… - Journal of …, 2022 - Wiley Online Library
Wireless Sensor Networks (WSNs) consist of a spatially distributed set of autonomous
connected sensor nodes. The deployed sensor nodes are extensively used for sensing and …

A survey on event detection approaches for sensor based IoT

M Kumar, PK Singh, MK Maurya, A Shivhare - Internet of Things, 2023 - Elsevier
Over the period, two significant advancements ie shrinking of the sensor size and improved
communication capability, lead the sensor-based internet-of-things (SBIoT) to mature …

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 …

GIS-based forest fire susceptibility zonation with IoT sensor network support, case study—Nature Park Golija, Serbia

I Novkovic, GB Markovic, D Lukic, S Dragicevic… - Sensors, 2021 - mdpi.com
The territory of the Republic of Serbia is vulnerable to various natural disasters, among
which forest fires stand out. In relation with climate changes, the number of forest fires in …

Industry 4.0 towards Forestry 4.0: Fire detection use case

R Sahal, SH Alsamhi, JG Breslin, MI Ali - Sensors, 2021 - mdpi.com
Forestry 4.0 is inspired by the Industry 4.0 concept, which plays a vital role in the next
industrial generation revolution. It is ushering in a new era for efficient and sustainable forest …

Drones and blockchain integration to manage forest fires in remote regions

D Mahmudnia, M Arashpour, Y Bai, H Feng - Drones, 2022 - mdpi.com
Central management of fire stations and traditional optimization strategies are vulnerable to
response time, a single point of failure, workload balancing, and cost problems. This is …

Wildfire detection in aerial images using deep learning

HUA Tahir, A Waqar, S Khalid… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Wildfires are one of the most expensive and lethal natural disasters on the planet, destroying
millions of hectares of forest resources and endangering the lives of people and animals …

A Statistical Image Feature‐Based Deep Belief Network for Fire Detection

D Sheng, J Deng, W Zhang, J Cai, W Zhao… - …, 2021 - Wiley Online Library
Detecting fires is of significance to guarantee the security of buildings and forests. However,
it is difficult to fast and accurately detect fire stages in complex environment because of the …

Energy-aware QoS MAC protocol based on prioritized-data and multi-hop routing for wireless sensor networks

AN Sakib, M Drieberg, S Sarang, AA Aziz, NTT Hang… - Sensors, 2022 - mdpi.com
Wireless sensor networks (WSNs) have received considerable interest in recent years.
These sensor nodes can gather information from the surrounding environment and transmit …

Fog-assisted IoT-enabled scalable network infrastructure for wildfire surveillance

H Kaur, SK Sood - Journal of Network and Computer Applications, 2019 - Elsevier
Forest fires frequently termed as wildfires are fiercely destructive disasters causing
enormous ecological and economic damage, as well as the loss of human lives. Global …