Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks
A Wireless Sensor Network (WSN) is a system of sensor nodes that communicate with one another and with their surroundings. Wireless sensor nodes are now used as the foundation for the higher-level industrial internet of things applications. Any type of real-time Internet of Things (IoT) application,...
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Elsevier
2024-02-01
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Series: | Ain Shams Engineering Journal |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2090447923002459 |
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author | Asad Ali Amir Ali Farhan Masud Muhammad Khawar Bashir Amjad Hussain Zahid Ghulam Mustafa Zakir Ali |
author_facet | Asad Ali Amir Ali Farhan Masud Muhammad Khawar Bashir Amjad Hussain Zahid Ghulam Mustafa Zakir Ali |
author_sort | Asad Ali |
collection | DOAJ |
description | A Wireless Sensor Network (WSN) is a system of sensor nodes that communicate with one another and with their surroundings. Wireless sensor nodes are now used as the foundation for the higher-level industrial internet of things applications. Any type of real-time Internet of Things (IoT) application, as long as the data is collected utilizing the device's sensors. WSN are severely limited in terms of energy. Routing is one of the most challenging components of WSNs. Unbalanced energy utilization during data packet routing operations is one of the most serious difficulties with WSNs. This issue must be considered because the energy levels of sensor nodes are limited. We used WSNs multipath routing to save energy, improve scalability, and balance load. Many investigations are being undertaken to increase sensor node energy efficiency and network lifetime. More attention must be devoted to the clustering and routing components of communication in order to conserve energy. Clustering, also known as node clustering is a network organizing approach which helps with energy efficiency, workload distribution, data collection, and a connected hierarchy. The network is made up of numerous sensor nodes that must connect with one another in order for data to reach its goal, and when messages are not sent to intermediary nodes, problems arise. With multipath routing, numerous paths between the source and destination can be created, improving the possibility of data reaching the target and providing additional copies via alternate paths. The proposed routing solution uses less energy and extends the life of the network while compared with well-known approaches i.e., LEACH, ECPF, CHEF, UCR, DFLC, ACAWT, and Gupta. According to the simulation results and overall analysis, the proposed technique is much better than all the previous approaches under different number of nodes and simulation time in terms of end-to-end time reduced by 17.09% to 68.13%, energy consumption reduced by 13.23% to 29.12%, packet loss rate declined by 16.33% to 82.38% and drop rate of alive sensor nodes are much better shows high network resilience. |
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id | doaj.art-62a6d67d264a4978aa5a0b81f6625c5b |
institution | Directory Open Access Journal |
issn | 2090-4479 |
language | English |
last_indexed | 2024-03-07T22:55:19Z |
publishDate | 2024-02-01 |
publisher | Elsevier |
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series | Ain Shams Engineering Journal |
spelling | doaj.art-62a6d67d264a4978aa5a0b81f6625c5b2024-02-23T04:59:26ZengElsevierAin Shams Engineering Journal2090-44792024-02-01152102356Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networksAsad Ali0Amir Ali1Farhan Masud2Muhammad Khawar Bashir3Amjad Hussain Zahid4Ghulam Mustafa5Zakir Ali6Superior University, Lahore, PakistanDepartment of Statistics and Computer Science (DSCS), FLSBM, UVAS, Lahore, Pakistan; Corresponding author at: Lecturer Computer Science, Department of Statistics and Computer Science (DSCS), FLSBM, UVAS OutFall Road, Lahore, Pakistan.Department of Statistics and Computer Science (DSCS), FLSBM, UVAS, Lahore, PakistanDepartment of Statistics and Computer Science (DSCS), FLSBM, UVAS, Lahore, PakistanDepartment of Informatics & Systems, School of Systems and Technology (SST), UMT, Lahore, PakistanDepartment of Informatics & Systems, School of Systems and Technology (SST), UMT, Lahore, PakistanDepartment of Computer Sciences, Bahria University, Lahore Campus, 54600, PakistanA Wireless Sensor Network (WSN) is a system of sensor nodes that communicate with one another and with their surroundings. Wireless sensor nodes are now used as the foundation for the higher-level industrial internet of things applications. Any type of real-time Internet of Things (IoT) application, as long as the data is collected utilizing the device's sensors. WSN are severely limited in terms of energy. Routing is one of the most challenging components of WSNs. Unbalanced energy utilization during data packet routing operations is one of the most serious difficulties with WSNs. This issue must be considered because the energy levels of sensor nodes are limited. We used WSNs multipath routing to save energy, improve scalability, and balance load. Many investigations are being undertaken to increase sensor node energy efficiency and network lifetime. More attention must be devoted to the clustering and routing components of communication in order to conserve energy. Clustering, also known as node clustering is a network organizing approach which helps with energy efficiency, workload distribution, data collection, and a connected hierarchy. The network is made up of numerous sensor nodes that must connect with one another in order for data to reach its goal, and when messages are not sent to intermediary nodes, problems arise. With multipath routing, numerous paths between the source and destination can be created, improving the possibility of data reaching the target and providing additional copies via alternate paths. The proposed routing solution uses less energy and extends the life of the network while compared with well-known approaches i.e., LEACH, ECPF, CHEF, UCR, DFLC, ACAWT, and Gupta. According to the simulation results and overall analysis, the proposed technique is much better than all the previous approaches under different number of nodes and simulation time in terms of end-to-end time reduced by 17.09% to 68.13%, energy consumption reduced by 13.23% to 29.12%, packet loss rate declined by 16.33% to 82.38% and drop rate of alive sensor nodes are much better shows high network resilience.http://www.sciencedirect.com/science/article/pii/S2090447923002459Wireless Sensor Networks (WSNs)Fuzzy Logic SystemClustering and Unequal ClusteringMultipath RoutingLoad BalancingInternet of Things (IoT) |
spellingShingle | Asad Ali Amir Ali Farhan Masud Muhammad Khawar Bashir Amjad Hussain Zahid Ghulam Mustafa Zakir Ali Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks Ain Shams Engineering Journal Wireless Sensor Networks (WSNs) Fuzzy Logic System Clustering and Unequal Clustering Multipath Routing Load Balancing Internet of Things (IoT) |
title | Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks |
title_full | Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks |
title_fullStr | Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks |
title_full_unstemmed | Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks |
title_short | Enhanced Fuzzy Logic Zone Stable Election Protocol for Cluster Head Election (E-FLZSEPFCH) and Multipath Routing in wireless sensor networks |
title_sort | enhanced fuzzy logic zone stable election protocol for cluster head election e flzsepfch and multipath routing in wireless sensor networks |
topic | Wireless Sensor Networks (WSNs) Fuzzy Logic System Clustering and Unequal Clustering Multipath Routing Load Balancing Internet of Things (IoT) |
url | http://www.sciencedirect.com/science/article/pii/S2090447923002459 |
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