Smart City Gnosys

Smart city article details

Title A Review On Recent Studies Utilizing Artificial Intelligence Methods For Solving Routing Challenges In Wireless Sensor Networks
ID_Doc 4281
Authors Osamy W.; Khedr A.M.; Salim A.; Al Ali A.I.; El-Sawy A.A.
Year 2022
Published PeerJ Computer Science, 8
DOI http://dx.doi.org/10.7717/PEERJ-CS.1089
Abstract Wireless sensor networks (WSNs) are becoming increasingly important, providing pervasive real-time applications that have been used to enhance smart environments in various fields such as smart cities, manufacturing, and the Internet of Things (IoT). This survey reviews and analyzes the research trends related to the utilized Artificial Intelligence (AI) methods for WSN and the potential enhancement of WSNs using these methods. We highlight the routing challenge in WSN and present a comprehensive discussion on the recent studies that utilized various AI methods in addressing the routing challenge to meet specific objectives of WSN, during the span of 2010 to 2020. This would guide the reader towards an understanding of up-to-date applications of AI methods with respect to routing challenge in WSN. In addition, a general evaluation is provided along with a comparison of utilized AI methods in WSNs, which guides the reader in identifying the most appropriate AI methods that can be utilized for solving the routing challenge. Finally, we conclude the paper by stating the open research issues and new directions for future research. © Copyright 2022 Osamy et al.
Author Keywords Artificial intelligence; Challenges; Data aggregation; Data collection; Data dissemination; Internet of things; Routing; Wireless sensor networks


Similar Articles


Id Similarity Authors Title Published
44589 View0.939Osamy W.; Khedr A.M.; Salim A.; Alali A.I.; El-Sawy A.A.Recent Studies Utilizing Artificial Intelligence Techniques For Solving Data Collection, Aggregation And Dissemination Challenges In Wireless Sensor Networks: A ReviewElectronics (Switzerland), 11, 3 (2022)
16394 View0.934Osamy W.; Khedr A.M.; Salim A.; Ali A.I.A.; El-Sawy A.A.Coverage, Deployment And Localization Challenges In Wireless Sensor Networks Based On Artificial Intelligence Techniques: A ReviewIEEE Access, 10 (2022)
9026 View0.901Ahmer M.; Sajid A.; Bin Anwar M.H.; Verma T.; Khare P.; Shafeeq M.Analysing Neural Network Techniques For Efficient Routing In Wireless Sensor Networks2024 2nd International Conference Computational and Characterization Techniques in Engineering and Sciences, IC3TES 2024 (2024)
15004 View0.898Bellani S.; Yadav M.Comparative Analysis Of Neural Network-Based Routing Algorithms For Wireless Sensor NetworksIEEE International Conference on Signal Processing and Advance Research in Computing, SPARC 2024 (2024)
5127 View0.889Zaimen K.; Brahmia M.-E.-A.; Moalic L.; Abouaissa A.; Idoumghar L.A Survey Of Artificial Intelligence Based Wsns Deployment Techniques And Related Objectives ModelingIEEE Access, 10 (2022)
32266 View0.886Patra B.K.; Mishra S.; Patra S.K.; Mallik A.; Roy S.Intelligent Agent Based Clustering And Optimal Multipath Routing For Energy-Efficient Wireless Sensor Networks In Smart City Applications: A Distributed Ai-Driven ApproachCommunications in Computer and Information Science, 2174 CCIS (2025)
47098 View0.881Min K.T.; Jeyanthi N.Routing Performances In Wireless Sensor Networks: Determining Shortest Path Algorithms EffectivenessInternational Journal of Computer Networks and Communications, 16, 6 (2024)
36002 View0.88Sharma H.; Haque A.; Blaabjerg F.Machine Learning In Wireless Sensor Networks For Smart Cities: A SurveyElectronics (Switzerland), 10, 9 (2021)
989 View0.88Saradha K.R.; Sakthy S.S.A Comprehensive Survey On Energy-Efficient Wireless Sensor Network Protocols For Real-Time Applications2025 International Conference on Computing and Communication Technologies, ICCCT 2025 (2025)
10470 View0.878Khan I.U.; Ouaissa M.; Ouaissa M.; Fayaz M.; Ullah R.Artificial Intelligence For Intelligent Systems: Fundamentals, Challenges, And ApplicationsArtificial Intelligence for Intelligent Systems: Fundamentals, Challenges, and Applications (2024)