Intelligent Fault Detection and Self-Healing Mechanisms in Wireless Sensor Networks Using Machine Learning and Flying Fox Optimization

Intelligent Fault Detection and Self-Healing Mechanisms in Wireless Sensor Networks Using Machine Learning and Flying Fox Optimization

WSNs play a critical role in many applications that require network reliability, such as environmental monitoring, healthcare, and industrial automation. Thus, fault detection and self-healing are two effective mechanisms for addressing the challenges of node failure, communication disruption, a ene...

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Bibliographic Details
Main Authors: Almamoon Alauthman, Abeer Al-Hyari
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Computers
Subjects:
Wireless Sensor Networks (WSNs)
fault detection
self-healing
Light Gradient Boosting Machine (LGBM)
Flying Fox Optimization Algorithm (FFOA)
network resilience
Online Access:https://www.mdpi.com/2073-431X/14/6/233
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