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Recent Advances and Future Prospects of Using AI Solutions for Security, Fault Tolerance, and QoS Challenges in WSNs

https://doi.org/10.3390/electronics11244122

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2 of the 163 references listed on this page are in the Retraction Watch database as retracted (export 2026-11-11): 10.1007/s00500-018-3636-5 (notice 2024-10-15), 10.1007/s12652-020-01834-1 (notice 2022-05-30).

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

inferredcites →https://doi.org/10.1002/dac.4205openalex-snapshot

Rapid jamming detection approach based on fuzzy in WSN

inferredcites →https://doi.org/10.1002/dac.5156openalex-snapshot

QoS‐aware IoT networks and protocols: A comprehensive survey

inferredcites →https://doi.org/10.1007/0-306-48056-5_10openalex-snapshot

The Theory and Practice of Simulated Annealing

inferredcites →https://doi.org/10.1007/11839088openalex-snapshot

Ant Colony Optimization and Swarm Intelligence

inferredcites →https://doi.org/10.1007/978-3-319-03404-1openalex-snapshot

Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms

inferredcites →https://doi.org/10.1007/978-3-642-04117-4_26openalex-snapshot

Security in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/978-981-15-2720-3openalex-snapshot

QoS Routing Algorithms for Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s00500-018-3636-5openalex-snapshot

RETRACTED ARTICLE: An adaptive neuro-fuzzy logic based jamming detection system in WSN

inferredcites →https://doi.org/10.1007/s00500-021-06473-yopenalex-snapshot

An intrusion detection system for wireless sensor networks using deep neural network

inferredcites →https://doi.org/10.1007/s00500-022-06915-1openalex-snapshot

A novel implementation of routing attack detection scheme by using fuzzy and feed-forward neural networks

inferredcites →https://doi.org/10.1007/s00779-018-1162-1openalex-snapshot

Swarm-based defense technique for tampering and cheating attack in WSN using CPHS

inferredcites →https://doi.org/10.1007/s10462-017-9564-4openalex-snapshot

Improved artificial bee colony metaheuristic for energy-efficient clustering in wireless sensor networks

inferredcites →https://doi.org/10.1007/s11036-020-01664-7openalex-snapshot

An Improved IDAF-FIT Clustering Based ASLPP-RR Routing with Secure Data Aggregation in Wireless Sensor Network

inferredcites →https://doi.org/10.1007/s11047-015-9491-8openalex-snapshot

A bio inspired and trust based approach for clustering in WSN

inferredcites →https://doi.org/10.1007/s11227-019-03131-xopenalex-snapshot

A novel countermeasure technique to protect WSN against denial-of-sleep attacks using firefly and Hopfield neural network (HNN) algorithms

inferredcites →https://doi.org/10.1007/s11227-021-04001-1openalex-snapshot

An intelligent fault detection approach based on reinforcement learning system in wireless sensor network

inferredcites →https://doi.org/10.1007/s11227-022-04333-6openalex-snapshot

FAGWO-H: A hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications

inferredcites →https://doi.org/10.1007/s11235-010-9281-7openalex-snapshot

Providing trust in wireless sensor networks using a bio-inspired technique

inferredcites →https://doi.org/10.1007/s11235-021-00831-9openalex-snapshot

A QoS aware optimal node deployment in wireless sensor network using Grey wolf optimization approach for IoT applications

inferredcites →https://doi.org/10.1007/s11276-016-1239-6openalex-snapshot

Ant-based routing and QoS-effective data collection for mobile wireless sensor network

inferredcites →https://doi.org/10.1007/s11276-019-01978-9openalex-snapshot

A survey on QoS mechanisms in WSN for computational intelligence based routing protocols

inferredcites →https://doi.org/10.1007/s11276-019-01980-1openalex-snapshot

DSKMS: a dynamic smart key management system based on fuzzy logic in wireless sensor networks

inferredcites →https://doi.org/10.1007/s11276-019-02170-9openalex-snapshot

A hybrid approach for the optimization of quality of service metrics of WSN

inferredcites →https://doi.org/10.1007/s11276-020-02438-5openalex-snapshot

Trust-aware energy-efficient stable clustering approach using fuzzy type-2 Cuckoo search optimization algorithm for wireless sensor networks

inferredcites →https://doi.org/10.1007/s11276-020-02532-8openalex-snapshot

Intelligent energy-aware and secured QoS routing protocol with dynamic mobility estimation for wireless sensor networks

inferredcites →https://doi.org/10.1007/s11276-022-02928-8openalex-snapshot

An optimized whale based replication node prediction in wireless sensor network

inferredcites →https://doi.org/10.1007/s11277-018-5817-zopenalex-snapshot

Genetic Algorithm for Improving the Lifetime and QoS of Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-019-06392-0openalex-snapshot

MPSO-SHM: Modified PSO Based Structural Health Monitoring System for Detecting the Faulty Sensors in WSN

inferredcites →https://doi.org/10.1007/s11277-019-06440-9openalex-snapshot

SATC: A Simulated Annealing Based Tree Construction and Scheduling Algorithm for Minimizing Aggregation Time in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-019-06875-0openalex-snapshot

Towards Coverage-Aware Fuzzy Logic-Based Faulty Node Detection in Heterogeneous Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-020-07469-xopenalex-snapshot

SecDL: QoS-Aware Secure Deep Learning Approach for Dynamic Cluster-Based Routing in WSN Assisted IoT

inferredcites →https://doi.org/10.1007/s11277-020-07882-2openalex-snapshot

Automata Based Hybrid PSO–GWO Algorithm for Secured Energy Efficient Optimal Routing in Wireless Sensor Network

inferredcites →https://doi.org/10.1007/s11277-020-07918-7openalex-snapshot

Mobile Malicious Node Detection Using Mobile Agent in Cluster-Based Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-021-08101-2openalex-snapshot

A Novel QoS Based Secure Unequal Clustering Protocol with Intrusion Detection System in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-021-08335-0openalex-snapshot

Particle-Water Wave Optimization for Secure Routing in Wireless Sensor Network Using Cluster Head Selection

inferredcites →https://doi.org/10.1007/s11277-021-08404-4openalex-snapshot

Secure Localization Algorithms Against Localization Attacks in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-021-08433-zopenalex-snapshot

A Survey of QoS-aware Routing Protocols for the MANET-WSN Convergence Scenarios in IoT Networks

inferredcites →https://doi.org/10.1007/s11277-021-08745-0openalex-snapshot

A Qos-Aware, Hybrid Particle Swarm Optimization-Cuckoo Search Clustering Based Multipath Routing in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-021-08757-wopenalex-snapshot

An Evolutionary-Based Approach for Low-Complexity Intrusion Detection in Wireless Sensor Networks

inferredcites →https://doi.org/10.1007/s11277-021-09294-2openalex-snapshot

Intrusion Detection System in Wireless Sensor Networks and Fair Resource Allocation Using Geometric Deep Learning Techniques

inferredcites →https://doi.org/10.1007/s11277-021-09405-zopenalex-snapshot

Energy Attentive and Pre-fault Recognize Mechanism for Distributed Wireless Sensor Network Using Fuzzy Logic Approach

inferredcites →https://doi.org/10.1007/s11277-022-09623-zopenalex-snapshot

Optimal Scheme for the Detection and Classification of Clone Node Attack in WSN Using TAIGBRFCNIA

inferredcites →https://doi.org/10.1007/s11277-022-09916-3openalex-snapshot

Automated Fault Diagnosis in Wireless Sensor Networks: A Comprehensive Survey

inferredcites →https://doi.org/10.1007/s12065-021-00570-5openalex-snapshot

Cuddle death algorithm using ABC for detecting unhealthy nodes in wireless sensor networks

inferredcites →https://doi.org/10.1007/s12083-021-01099-1openalex-snapshot

A Grey-Wolf based Optimized Clustering approach to improve QoS in wireless sensor networks for IoT applications

inferredcites →https://doi.org/10.1007/s12083-021-01116-3openalex-snapshot

A hierarchical secure data aggregation method using the dragonfly algorithm in wireless sensor networks

inferredcites →https://doi.org/10.1007/s12083-022-01293-9openalex-snapshot

Multi agent dynamic weight based cluster trust estimation for hierarchical wireless sensor networks

inferredcites →https://doi.org/10.1007/s12652-018-0906-0openalex-snapshot

Ticket-based QoS routing optimization using genetic algorithm for WSN applications in smart grid

inferredcites →https://doi.org/10.1007/s12652-020-01834-1openalex-snapshot

RETRACTED ARTICLE: An intelligent cross layer security based fuzzy trust calculation mechanism (CLS-FTCM) for securing wireless sensor network (WSN)

inferredcites →https://doi.org/10.1007/s13204-021-01934-0openalex-snapshot

Diagnosis of fault node in wireless sensor networks using adaptive neuro-fuzzy inference system

inferredcites →https://doi.org/10.1007/s40745-021-00354-9openalex-snapshot

Genetic Algorithms in the Fields of Artificial Intelligence and Data Sciences

inferredcites →https://doi.org/10.1007/s42452-020-04089-9openalex-snapshot

A comprehensive study on key management, authentication and trust management techniques in wireless sensor networks

inferredcites →https://doi.org/10.1016/j.asoc.2019.01.034openalex-snapshot

Secure Routing Protocol based on Multi-objective Ant-colony-optimization for wireless sensor networks

inferredcites →https://doi.org/10.1016/j.comcom.2020.03.011openalex-snapshot

Fault management frameworks in wireless sensor networks: A survey

inferredcites →https://doi.org/10.1016/j.dcan.2018.02.001openalex-snapshot

Multifault diagnosis in WSN using a hybrid metaheuristic trained neural network

inferredcites →https://doi.org/10.1016/j.eij.2016.06.001openalex-snapshot

Improved multi-objective weighted clustering algorithm in Wireless Sensor Network

inferredcites →https://doi.org/10.1016/j.eswa.2016.04.018openalex-snapshot

Bio inspired computing – A review of algorithms and scope of applications

inferredcites →https://doi.org/10.1016/j.fcij.2018.06.001openalex-snapshot

Bio-inspired computing: Algorithms review, deep analysis, and the scope of applications

inferredcites →https://doi.org/10.1016/j.future.2017.10.023openalex-snapshot

A new fuzzy logic based node localization mechanism for Wireless Sensor Networks

inferredcites →https://doi.org/10.1016/j.ifacol.2018.08.359openalex-snapshot

Platform Independent Multi-Agent System for Robust Networks of Production Systems

inferredcites →https://doi.org/10.1016/j.jksuci.2018.08.002openalex-snapshot

ESO-LEACH: PSO based energy efficient clustering in LEACH

inferredcites →https://doi.org/10.1016/j.jnca.2011.03.031openalex-snapshot

An agent-assisted QoS-based routing algorithm for wireless sensor networks

inferredcites →https://doi.org/10.1016/j.jnca.2015.06.018openalex-snapshot

Dynamic anchor points selection for mobility management in Software Defined Networks

inferredcites →https://doi.org/10.1016/j.jnca.2021.103084openalex-snapshot

A Systematic Review of Quality of Service in Wireless Sensor Networks using Machine Learning: Recent Trend and Future Vision

inferredcites →https://doi.org/10.1016/j.jss.2018.09.067openalex-snapshot

Genetic algorithm for energy-efficient clustering and routing in wireless sensor networks

inferredcites →https://doi.org/10.1016/j.matcom.2008.01.028openalex-snapshot

Artificial Intelligence techniques: An introduction to their use for modelling environmental systems

inferredcites →https://doi.org/10.1016/j.renene.2017.05.087openalex-snapshot

Review of optimization techniques applied for the integration of distributed generation from renewable energy sources

inferredcites →https://doi.org/10.1016/j.rser.2020.109899openalex-snapshot

Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review

inferredcites →https://doi.org/10.1016/j.ssci.2019.04.007openalex-snapshot

Sensor network security defense strategy based on attack graph and improved binary PSO

inferredcites →https://doi.org/10.1016/j.suscom.2019.06.002openalex-snapshot

A novel clustering approach and adaptive SVM classifier for intrusion detection in WSN: A data mining concept

inferredcites →https://doi.org/10.1016/j.ymssp.2021.108113openalex-snapshot

Structural health monitoring using wireless smart sensor network – An overview

inferredcites →https://doi.org/10.1049/iet-com.2019.0172openalex-snapshot

Intrusion detection using dynamic feature selection and fuzzy temporal decision tree classification for wireless sensor networks

inferredcites →https://doi.org/10.1049/iet-net.2019.0155openalex-snapshot

Survey on fault tolerance‐based clustering evolution in WSN

inferredcites →https://doi.org/10.1080/09720529.2021.1932937openalex-snapshot

Security issues in wireless sensor network – A survey

inferredcites →https://doi.org/10.1080/18756891.2012.733229openalex-snapshot

Secure Sensor Localization in Wireless Sensor Networks based on Neural Network

inferredcites →https://doi.org/10.1088/1755-1315/428/1/012070openalex-snapshot

A Review on Fault Diagnosis in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/4235.996017openalex-snapshot

A fast and elitist multiobjective genetic algorithm: NSGA-II

inferredcites →https://doi.org/10.1109/access.2017.2654356openalex-snapshot

Quality of Service of Routing Protocols in Wireless Sensor Networks: A Review

inferredcites →https://doi.org/10.1109/access.2018.2831228openalex-snapshot

Multi-Agent Systems: A Survey

inferredcites →https://doi.org/10.1109/access.2018.2844255openalex-snapshot

A Highly Accurate Deep Learning Based Approach for Developing Wireless Sensor Network Middleware

inferredcites →https://doi.org/10.1109/access.2018.2879364openalex-snapshot

A Swarm Intelligence Algorithm for Routing Recovery Strategy in Wireless Sensor Networks With Mobile Sink

inferredcites →https://doi.org/10.1109/access.2018.2882639openalex-snapshot

Cluster-Tree Routing Based Entropy Scheme for Data Gathering in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/access.2018.2882853openalex-snapshot

MEQSA-OLSRv2: A Multicriteria-Based Hybrid Multipath Protocol for Energy-Efficient and QoS-Aware Data Routing in MANET-WSN Convergence Scenarios of IoT

inferredcites →https://doi.org/10.1109/access.2020.2977778openalex-snapshot

A Survey on Security Requirements for WSNs: Focusing on the Characteristics Related to Security

inferredcites →https://doi.org/10.1109/access.2020.3015985openalex-snapshot

NLFFT: A Novel Fault Tolerance Model Using Artificial Intelligence to Improve Performance in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/access.2021.3122526openalex-snapshot

An Enhanced Multi-Objective Non-Dominated Sorting Genetic Routing Algorithm for Improving the QoS in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/access.2022.3156729openalex-snapshot

Coverage, Deployment and Localization Challenges in Wireless Sensor Networks Based on Artificial Intelligence Techniques: A Review

inferredcites →https://doi.org/10.1109/dcabes.2010.58openalex-snapshot

Performance Comparison of LEACH and LEACH-C Protocols by NS2

inferredcites →https://doi.org/10.1109/esci48226.2020.9167610openalex-snapshot

A Review On Security in Wireless Sensor Network

inferredcites →https://doi.org/10.1109/icact.2006.206151openalex-snapshot

Security in wireless sensor networks: issues and challenges

inferredcites →https://doi.org/10.1109/iccct2.2017.7972284openalex-snapshot

FPGA implementation of artificial Neural Network for forest fire detection in wireless Sensor Network

inferredcites →https://doi.org/10.1109/iccsea49143.2020.9132961openalex-snapshot

Review on QoS aware MAC protocols for multi-channel wireless sensor network

inferredcites →https://doi.org/10.1109/iciem51511.2021.9445384openalex-snapshot

A Review of ML Based Fault Detection Algorithms in WSNs

inferredcites →https://doi.org/10.1109/jas.2021.1004129openalex-snapshot

A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends

inferredcites →https://doi.org/10.1109/jiot.2022.3151501openalex-snapshot

Intelligent Fault-Tolerance Data Routing Scheme for IoT-Enabled WSNs

inferredcites →https://doi.org/10.1109/jsen.2013.2272099openalex-snapshot

Convergence of MANET and WSN in IoT Urban Scenarios

inferredcites →https://doi.org/10.1109/jsen.2018.2828099openalex-snapshot

Particle Swarm Optimization-Based Unequal and Fault Tolerant Clustering Protocol for Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/jsen.2019.2925719openalex-snapshot

Cooperative Communications With Relay Selection Based on Deep Reinforcement Learning in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/jsen.2020.3032585openalex-snapshot

A Secure Data Gathering Scheme Based on Properties of Primes and Compressive Sensing for IoT-Based WSNs

inferredcites →https://doi.org/10.1109/jstsp.2019.2899731openalex-snapshot

Joint Beamforming and Power Allocation for Satellite-Terrestrial Integrated Networks With Non-Orthogonal Multiple Access

inferredcites →https://doi.org/10.1109/jsyst.2020.2970649openalex-snapshot

Energy-Aware Connectivity Restoration Mechanism for Cyber-Physical Systems of Networked Sensors and Robots

inferredcites →https://doi.org/10.1109/lnet.2019.2901792openalex-snapshot

On the Feasibility of Deep Learning in Sensor Network Intrusion Detection

inferredcites →https://doi.org/10.1109/mcsa.1999.749281openalex-snapshot

Ad-hoc on-demand distance vector routing

inferredcites →https://doi.org/10.1109/surv.2011.040310.00002openalex-snapshot

Computational Intelligence in Wireless Sensor Networks: A Survey

inferredcites →https://doi.org/10.1109/surv.2011.060710.00066openalex-snapshot

Networked Wireless Sensor Data Collection: Issues, Challenges, and Approaches

inferredcites →https://doi.org/10.1109/taes.2022.3155711openalex-snapshot

Refracting RIS-Aided Hybrid Satellite-Terrestrial Relay Networks: Joint Beamforming Design and Optimization

inferredcites →https://doi.org/10.1109/taes.2022.3190238openalex-snapshot

SLNR-based Secure Energy Efficient Beamforming in Multibeam Satellite Systems

inferredcites →https://doi.org/10.1109/tevc.2013.2281535openalex-snapshot

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

inferredcites →https://doi.org/10.1109/tie.2017.2711548openalex-snapshot

A Fuzzy Logic Approach by Using Particle Swarm Optimization for Effective Energy Management in IWSNs

inferredcites →https://doi.org/10.1109/tii.2018.2812771openalex-snapshot

Distributed Soft Fault Detection for Interval Type-2 Fuzzy-Model-Based Stochastic Systems With Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/tits.2021.3107527openalex-snapshot

AI Based Energy Efficient Routing Protocol for Intelligent Transportation System

inferredcites →https://doi.org/10.1109/tnnls.2021.3107362openalex-snapshot

DPSNet: Multitask Learning Using Geometry Reasoning for Scene Depth and Semantics

inferredcites →https://doi.org/10.1109/tpds.2014.2386343openalex-snapshot

A PSO-Optimized Real-Time Fault-Tolerant Task Allocation Algorithm in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/wcncw.2018.8369029openalex-snapshot

On the use of artificial intelligence techniques in intelligent transportation systems

inferredcites →https://doi.org/10.1109/wmnc.2011.6097246openalex-snapshot

MoX-MAC: A low power and efficient access delay for mobile wireless sensor networks

inferredcites →https://doi.org/10.1142/9789813206823_0048openalex-snapshot

Improvement on LEACH-C Protocol for Wireless Sensor Network

inferredcites →https://doi.org/10.1142/s1469026820500182openalex-snapshot

A Fuzzy Logic-Based Method to Avert Intrusions in Wireless Sensor Networks Using WSN-DS Dataset

inferredcites →https://doi.org/10.1145/168304.168305openalex-snapshot

Genetic algorithms and machine learning

inferredcites →https://doi.org/10.1145/2873059openalex-snapshot

Optimizing the Lifetime of Sensor Networks with Uncontrollable Mobile Sinks and QoS Constraints

inferredcites →https://doi.org/10.1149/2.0222003jesopenalex-snapshot

Review—Machine Learning Techniques in Wireless Sensor Network Based Precision Agriculture

inferredcites →https://doi.org/10.1155/2013/421084openalex-snapshot

Intelligent Optimization of Wireless Sensor Networks through Bio-Inspired Computing: Survey and Future Directions

inferredcites →https://doi.org/10.1155/2013/913782openalex-snapshot

A Privacy-Preserving Reauthentication Scheme for Mobile Wireless Sensor Networks

inferredcites →https://doi.org/10.1155/2014/348606openalex-snapshot

Web Spider Defense Technique in Wireless Sensor Networks

inferredcites →https://doi.org/10.1155/2014/920510openalex-snapshot

Energy Efficient Source Location Privacy Protecting Scheme in Wireless Sensor Networks Using Ant Colony Optimization

inferredcites →https://doi.org/10.1155/2016/8658760openalex-snapshot

An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network

inferredcites →https://doi.org/10.1155/2020/2643546openalex-snapshot

Trust-Based Attack and Defense in Wireless Sensor Networks: A Survey

inferredcites →https://doi.org/10.1155/2020/8454327openalex-snapshot

Deep Learning on Computational-Resource-Limited Platforms: A Survey

inferredcites →https://doi.org/10.1155/2021/5421668openalex-snapshot

Optimization Research of Artificial Intelligence and Wireless Sensor Networks in Smart Pension

inferredcites →https://doi.org/10.1155/2021/7886639openalex-snapshot

Optimization of Wireless Sensor Network Architecture with Security System

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An Intellectual Energy Device for Household Appliances Using Artificial Neural Network

inferredcites →https://doi.org/10.1155/2022/3449428openalex-snapshot

Review on Security Issues and Applications of Trust Mechanism in Wireless Sensor Networks

inferredcites →https://doi.org/10.1155/2022/5385502openalex-snapshot

Intelligent Optimization of QoS in Wireless Sensor Networks Using Multiobjective Grey Wolf Optimization Algorithm

inferredcites →https://doi.org/10.1155/2022/6077374openalex-snapshot

Fault-Tolerant Relay Node Placement in Wireless Sensor Networks for Surveillance of Overhead Transmission Lines

inferredcites →https://doi.org/10.1186/s13638-015-0306-5openalex-snapshot

EE-LEACH: development of energy-efficient LEACH Protocol for data gathering in WSN

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Multi-level data fusion algorithm towards privacy protection in wireless sensor networks

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Application Of Artificial Intelligence Methods In Drilling System Design And Operations: A Review Of The State Of The Art

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Detecting Reinforcement Learning-Based Grey Hole Attack in Mobile Wireless Sensor Networks

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Survey of different Swarm Intelligence Algorithms

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Wireless Sensor Network Jammer Attack: A Detailed Review

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Trust-based routing optimization using multi-ant colonies in wireless sensor network

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Identifying localization attacks in wireless sensor networks using deep learning

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Effective Data Acquisition Protocol for Multi-Hop Heterogeneous Wireless Sensor Networks Using Compressive Sensing

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Fault-Tolerant Topology of Agricultural Wireless Sensor Networks Based on a Double Price Function

inferredcites →https://doi.org/10.3390/electronics11030313openalex-snapshot

Recent Studies Utilizing Artificial Intelligence Techniques for Solving Data Collection, Aggregation and Dissemination Challenges in Wireless Sensor Networks: A Review

inferredcites →https://doi.org/10.3390/electronics8030292openalex-snapshot

A State-of-the-Art Survey on Deep Learning Theory and Architectures

inferredcites →https://doi.org/10.3390/inventions3030041openalex-snapshot

A Review of Artificial Intelligence Algorithms Used for Smart Machine Tools

inferredcites →https://doi.org/10.3390/jsan10040071openalex-snapshot

WHISPER: Wireless Home Identification and Sensing Platform for Energy Reduction

inferredcites →https://doi.org/10.3390/s130708695openalex-snapshot

RoCoMAR: Robots’ Controllable Mobility Aided Routing and Relay Architecture for Mobile Sensor Networks

inferredcites →https://doi.org/10.3390/s141017937openalex-snapshot

An Efficient Identity-Based Key Management Scheme for Wireless Sensor Networks Using the Bloom Filter

inferredcites →https://doi.org/10.3390/s16101701openalex-snapshot

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks

inferredcites →https://doi.org/10.3390/s19051258openalex-snapshot

HABITAT: An IoT Solution for Independent Elderly

inferredcites →https://doi.org/10.3390/s19071568openalex-snapshot

Fault Detection in Wireless Sensor Networks through the Random Forest Classifier

inferredcites →https://doi.org/10.3390/s20030744openalex-snapshot

Security and Privacy in Wireless Sensor Networks: Advances and Challenges

inferredcites →https://doi.org/10.3390/s20030745openalex-snapshot

Hybrid Continuous Density Hmm-Based Ensemble Neural Networks for Sensor Fault Detection and Classification in Wireless Sensor Network

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Machine Learning for Wireless Sensor Networks Security: An Overview of Challenges and Issues

inferredcites →https://doi.org/10.3390/s22166041openalex-snapshot

Fault Tolerance Structures in Wireless Sensor Networks (WSNs): Survey, Classification, and Future Directions

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Role of Machine Learning Algorithms Intrusion Detection in WSNs: A Survey

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Introduction to Multi-Agent Simulation

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Nature-Inspired Mateheuristic Algorithms: Success and New Challenges

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QoS based congestion evasion clustering framework of wireless sensor networks

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Performance of DSDV Protocol over Sensor Networks

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Artificial Intelligence for Wireless Sensor Networks Enhancement

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Evolutionary Computing Assisted Wireless Sensor Network Mining for QoS-Centric and Energy-efficient Routing Protocol

What points at this work

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

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Correction: Osamy et al. Recent Advances and Future Prospects of Using AI Solutions for Security, Fault Tolerance, and QoS Challenges in WSNs. Electronics 2022, 11, 4122

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Multiple Mobile Sinks for Quality of Service Improvement in Large-Scale Wireless Sensor Networks

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CURRENT TRENDS AND PROSPECTS FOR ENERGY-EFFICIENT AND QOS-SUPPORTING ROUTING PROTOCOLS BASED ON ARTIFICIAL INTELLIGENCE IN WSNS

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An Examination of AI-Integrated Wireless Sensor Networks Security

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