Forest fire detection system using wireless sensor networks and machine learning

U Dampage, L Bandaranayake, R Wanasinghe… - Scientific reports, 2022 - nature.com
Forest fires have become a major threat around the world, causing many negative impacts
on human habitats and forest ecosystems. Climatic changes and the greenhouse effect are …

A machine learning approach to predict the k-coverage probability of wireless multihop networks considering boundary and shadowing effects

J Nagar, SK Chaturvedi, S Soh, A Singh - Expert Systems with Applications, 2023 - Elsevier
Network coverage is a pivotal performance metric of wireless multihop networks (WMNs)
determining the quality of service rendered by the network. Earlier, a few studies have …

Maximizing lifetime of range-adjustable wireless sensor networks: A neighborhood-based estimation of distribution algorithm

ZG Chen, Y Lin, YJ Gong, ZH Zhan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Sensor activity scheduling is critical for prolonging the lifetime of wireless sensor networks
(WSNs). However, most existing methods assume sensors to have one fixed sensing range …

A novel fault detection and recovery technique for cluster‐based underwater wireless sensor networks

N Goyal, M Dave, AK Verma - International Journal of …, 2018 - Wiley Online Library
The performance of underwater wireless sensor network gets affected by the working of a
cluster in the network. The cluster head (CH) or cluster member (CM) fails because of …

Coverage hole detection and restoration algorithm for wireless sensor networks

T Amgoth, PK Jana - Peer-to-Peer Networking and Applications, 2017 - Springer
In wireless sensor networks (WSNs), preserving coverage of the target area by the sensor
nodes is crucial to deliver certain services. However, a few sensor nodes die during the …

A mobile node localization algorithm based on an overlapping self-adjustment mechanism

K Li, H Wang, S Li - Information Sciences, 2019 - Elsevier
The aim of this study is to improve the accuracy of the mobile node localization in coal mines
and to avoid the influence caused by moving direction-offsets which are introduced by the …

Improved data aggregation for cluster based underwater wireless sensor networks

N Goyal, M Dave, AK Verma - Proceedings of the National Academy of …, 2017 - Springer
While performing underwater monitoring tasks, energy of the sensor nodes in Underwater
Wireless Sensor Networks (UWSNs) vanishes continuously all over the network. The …

A survey on behavioral pattern mining from sensor data in Internet of Things

MM Rashid, J Kamruzzaman, MM Hassan… - IEEE …, 2020 - ieeexplore.ieee.org
The deployment of large-scale wireless sensor networks (WSNs) for the Internet of Things
(IoT) applications is increasing day-by-day, especially with the emergence of smart city …

On balanced k-coverage in visual sensor networks

SMB Malek, MM Sadik, A Rahman - Journal of Network and Computer …, 2016 - Elsevier
Given a set of directional visual sensors, the k-coverage problem determines the orientation
of minimal directional sensors so that each target is covered at least k times. As the problem …

An exact approach to extend network lifetime in a general class of wireless sensor networks

F Castaño, A Rossi, M Sevaux, N Velasco - Information Sciences, 2018 - Elsevier
This paper provides a general framework to model and optimize lifetime maximization
problems in wireless sensor networks with sensors having specialized capabilities like the …