Fault tolerance structures in wireless sensor networks (WSNs): Survey, classification, and future directions

GH Adday, SK Subramaniam, ZA Zukarnain, N Samian - Sensors, 2022 - mdpi.com
The Industrial Revolution 4.0 (IR 4.0) has drastically impacted how the world operates. The
Internet of Things (IoT), encompassed significantly by the Wireless Sensor Networks …

A novel energy-efficient and reliable ACO-based routing protocol for WSN-enabled forest fires detection

N Moussa, E Nurellari, A El Belrhiti El Alaoui - Journal of Ambient …, 2023 - Springer
We address the problem of energy efficiency and reliability for forest fires monitored by a
distributed bandwidth-constrained Wireless Sensor Network (WSN). To improve energy …

Investigating and Analyzing Simulation Tools of Wireless Sensor Networks: A Comprehensive Survey

GH Adday, SK Subramaniam, ZA Zukarnain… - IEEE …, 2024 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) serve as the backbone for the Internet of Things (IoT) and
smart cities, enabling the gathering of essential data and vital information. The widespread …

A reinforcement learning based routing protocol for software-defined networking enabled wireless sensor network forest fire detection

N Moussa, E Nurellari, K Azbeg, A Boulouz… - Future Generation …, 2023 - Elsevier
Abstract Critical event reporting Wireless Sensor Networks (WSNs) applications need vital
requirements (extended network lifetime, reliability, real time responsiveness, and …

Maximizing sensor lifetime via multi-node partial-charging on sensors

J Liu, J Peng, W Xu, W Liang, T Liu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we study the employment of a mobile charger to charge lifetime-critical sensors
under the multi-node partial-charging model, in which the charger can simultaneously …

EEFFL: energy efficient data forwarding for forest fire detection using localization technique in wireless sensor network

R Vikram, D Sinha, D De, AK Das - Wireless Networks, 2020 - Springer
Early prediction of a forest fire is one of the critical research challenges of the wireless
sensor network (WSN) to save our ecosystem. In WSN based forest fire detection system …

Fog-assisted hierarchical data routing strategy for IoT-enabled WSN: Forest fire detection

N Moussa, S Khemiri-Kallel… - Peer-to-Peer Networking …, 2022 - Springer
Clustering and routing are among the key techniques to enhance energy-efficiency and,
consequently, network lifetime in Wireless Sensor Networks (WSNs). In addition to the …

An accurate forest fire recognition method based on improved BPNN and IoT

S Zheng, P Gao, Y Zhou, Z Wu, L Wan, F Hu, W Wang… - Remote Sensing, 2023 - mdpi.com
Monitoring and early warning technology for forest fires is crucial. An early
warning/monitoring system for forest fires was constructed based on deep learning and the …

EARP: An enhanced ACO-based routing protocol for wireless sensor networks with multiple mobile sinks

N Moussa, D Benhaddou… - International Journal of …, 2022 - Springer
A plenty of Ant Colony Optimization (ACO)-based routing algorithms have been proposed to
find optimal path of mobile sinks in Wireless Sensor Networks (WSNs). However, they …

Fuzzy based unequal clustering and context-aware routing based on glow-worm swarm optimization in wireless sensor networks: Forest fire detection

R Vinodhini, C Gomathy - Wireless Personal Communications, 2021 - Springer
Wireless sensor networks (WSNs) displays an encouraging outcome for forest fire (FF)
identification. The most serious WSN investigation tasks is forest fire's early prediction, which …