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Fault diagnosis and its prediction in wireless sensor networks using regressional learning to achieve fault tolerance

https://doi.org/10.1002/dac.3769
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Providing reliable and link stability‐based geocasting model in underwater environment
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An effective graph‐theoretic approach towards simultaneous detection of fault(s) and cut(s) in wireless sensor networks
inferredcites →https://doi.org/10.1002/sec.75openalex-snapshot
An ant colony optimization approach for reputation and quality‐of‐service‐based security in wireless sensor networks
inferredcites →https://doi.org/10.1007/s00500-015-1967-zopenalex-snapshot
A study on intrusion detection using neural networks trained with evolutionary algorithms
inferredcites →https://doi.org/10.1007/s11277-014-1836-6openalex-snapshot
Diagnosis of Wireless Sensor Networks in Presence of Permanent and Intermittent Faults
inferredcites →https://doi.org/10.1007/s11277-016-3931-3openalex-snapshot
Composite Fault Diagnosis in Wireless Sensor Networks Using Neural Networks
inferredcites →https://doi.org/10.1016/j.adhoc.2014.10.006openalex-snapshot
Distributed self fault diagnosis algorithm for large scale wireless sensor networks using modified three sigma edit test
inferredcites →https://doi.org/10.1016/j.adhoc.2017.10.012openalex-snapshot
Heterogeneous fault diagnosis for wireless sensor networks
inferredcites →https://doi.org/10.1016/j.comcom.2008.06.014openalex-snapshot
Fault detection of wireless sensor networks
inferredcites →https://doi.org/10.1016/j.comnet.2008.04.002openalex-snapshot
Wireless sensor network survey
inferredcites →https://doi.org/10.1016/j.comnet.2010.05.003openalex-snapshot
Wireless sensor networks for healthcare: A survey
inferredcites →https://doi.org/10.1016/j.compeleceng.2015.06.024openalex-snapshot
Distributed Byzantine fault detection technique in wireless sensor networks based on hypothesis testing
inferredcites →https://doi.org/10.1016/j.jnca.2016.04.023openalex-snapshot
Fault tolerant distributed estimation in wireless sensor networks
inferredcites →https://doi.org/10.1016/j.jss.2011.09.015openalex-snapshot
Wireless sensor network-based fire detection, alarming, monitoring and prevention system for Bord-and-Pillar coal mines
inferredcites →https://doi.org/10.1016/s0140-3664(02)00030-0openalex-snapshot
Crash faults identification in wireless sensor networks
inferredcites →https://doi.org/10.1016/s1389-1286(01)00302-4openalex-snapshot
Wireless sensor networks: a survey
inferredcites →https://doi.org/10.1109/icdcs.2005.63openalex-snapshot
Rapid Development and Flexible Deployment of Adaptive Wireless Sensor Network Applications
inferredcites →https://doi.org/10.1109/jsac.2009.090510openalex-snapshot
Lacas: learning automata-based congestion avoidance scheme for healthcare wireless sensor networks
inferredcites →https://doi.org/10.1109/surv.2013.030713.00062openalex-snapshot
Fault Diagnosis in Wireless Sensor Networks: A Survey
inferredcites →https://doi.org/10.1109/tc.2004.1261832openalex-snapshot
Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks
inferredcites →https://doi.org/10.1109/tc.2004.1261838openalex-snapshot
Fault tolerance in collaborative sensor networks for target detection
inferredcites →https://doi.org/10.1109/tencon.2017.8228274openalex-snapshot
Soft fault diagnosis in wireless sensor networks using PSO based classification
inferredcites →https://doi.org/10.1109/tie.2009.2015754openalex-snapshot
Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches
inferredcites →https://doi.org/10.1109/tim.2007.913803openalex-snapshot
Wireless Sensor Network Modeling Using Modified Recurrent Neural Networks: Application to Fault Detection
inferredcites →https://doi.org/10.1109/tpds.2011.178openalex-snapshot
Cut Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/tpds.2011.248openalex-snapshot
Comparison-Based System-Level Fault Diagnosis: A Neural Network Approach
inferredcites →https://doi.org/10.1109/twc.2008.060550openalex-snapshot
Secure and Fault-Tolerant Event Boundary Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/wcnc.2005.1424884openalex-snapshot
Fault-tolerant target detection in sensor networks
inferredcites →https://doi.org/10.1109/wcnm.2005.1544272openalex-snapshot
Real-time forest fire detection with wireless sensor networks
inferredcites →https://doi.org/10.1145/1160972.1160985openalex-snapshot
Distributed fault detection of wireless sensor networks
inferredcites →https://doi.org/10.1145/2530526openalex-snapshot
Failure detection in wireless sensor networks
inferredcites →https://doi.org/10.5455/jmood.20130624120840openalex-snapshot
Linear regression analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Security in Blockchain‐Based Smart Cyber‐Physical Applications Relying on Wireless Sensor and Actuators Networks
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Industrial wireless sensor and actuator networks in industry 4.0: Exploring requirements, protocols, and challenges—A MAC survey
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Range‐free intersecting chord‐based geometric localization scheme for wireless sensor networks
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Comprehensive analysis on sensor node fault management schemes in wireless sensor networks
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A heterogeneous fault diagnosis approach to enhance performance of connected vehicles
inferred← citeshttps://doi.org/10.1002/dac.5793openalex-snapshot
Chaos quantum optimization‐based layered diagnosis framework for faulty sensor node diagnosis and classification in wireless sensor networks
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UAV-Assisted Path Planning for Cell Tower Performance Evaluation
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Distributed Online Fault Diagnosis in Wireless Sensor Networks
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Fault Diagnosis in Wireless Sensor Networks Using a Neural Network Constructed by Deep Learning Technique
inferred← citeshttps://doi.org/10.1007/978-981-16-0386-0_8openalex-snapshot
Distributed Traversal Based Fault Diagnosis for Wireless Sensor Network
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Hard and Soft Fault Detection Using Cloud Based VANET
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An Optimal Emperor Penguin Optimization Based Enhanced Flower Pollination Algorithm in WSN for Fault Diagnosis and Prolong Network Lifespan
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A Multi-Tier Data Prediction Mechanism for the Internet of Things Networks
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Automated Fault Diagnosis in Wireless Sensor Networks: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/s11277-026-12135-9openalex-snapshot
An Accurate Fault Node Identification Using Hybrid Adaptive Neuro‑Fuzzy Inference System-Based Reinforcement Learning in Wireless Sensor Network
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An intelligent fault node diagnosis and classification approach using XGBoost with whale optimization in wireless sensor networks
inferred← citeshttps://doi.org/10.1016/j.adhoc.2019.101924openalex-snapshot
A complete diagnosis of faulty sensor modules in a wireless sensor network
inferred← citeshttps://doi.org/10.1016/j.adhoc.2023.103245openalex-snapshot
Self-detection based fault diagnosis for wireless sensor networks
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Wireless sensor networks and machine learning centric resource management schemes: A survey
inferred← citeshttps://doi.org/10.1016/j.comnet.2022.109359openalex-snapshot
Self-healing and optimal fault tolerant routing in wireless sensor networks using genetical swarm optimization
inferred← citeshttps://doi.org/10.1016/j.egyr.2023.02.002openalex-snapshot
Publisher’s note
inferred← citeshttps://doi.org/10.1016/j.egyr.2023.09.084openalex-snapshot
Spiking neural network based heterogeneous federal filter method for sensor failure in multi-actuator systems
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An efficient methodology to composite fault detection and classification in wireless biosensor networks
inferred← citeshttps://doi.org/10.1049/iet-net.2019.0117openalex-snapshot
Lightweight approach to automated fault diagnosis in WSNs
inferred← citeshttps://doi.org/10.1109/access.2019.2920939openalex-snapshot
Fault Diagnosis of Rotating Machinery Based on Wavelet Domain Denoising and Metric Distance
inferred← citeshttps://doi.org/10.1109/indicon59947.2023.10440782openalex-snapshot
A Federated Learning Based Fault Diagnosis in UAV-Reliable Sensor Network
inferred← citeshttps://doi.org/10.1109/sceecs61402.2024.10481941openalex-snapshot
XGBoost based Fault Detection for Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/sceecs61402.2024.10482136openalex-snapshot
A Comprehensive Review on Fault Detection For Wireless Sensor Networks
inferred← citeshttps://doi.org/10.1109/tocs56154.2022.10016098openalex-snapshot
Power Equipment Fault Diagnosis and Prediction Based on Improved ID3 Algorithm and Apriori Association Rule Algorithm
inferred← citeshttps://doi.org/10.1109/tr.2025.3540891openalex-snapshot
ENADL: Towards Performance Improvement of IoT Networks Using Deep Learning-Based Node Fault Prediction
inferred← citeshttps://doi.org/10.3389/frcmn.2025.1604850openalex-snapshot
Distributed quantile regression over sensor networks via the primal–dual hybrid gradient algorithm
inferred← citeshttps://doi.org/10.3390/network4020008openalex-snapshot
An Enhanced Mechanism for Fault Tolerance in Agricultural Wireless Sensor Networks
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