A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm
Rapid developments in radio technology have enabled the emergence of small sensor nodes capable of communicating in wireless sensor networks. Nodes in wireless sensor networks work together to transmit information using multipath routing. This partnership has made these types of networks vulnerable...
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| Format: | Article |
| Language: | fas |
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Semnan University
2021-12-01
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| Series: | مجله مدل سازی در مهندسی |
| Subjects: | |
| Online Access: | https://modelling.semnan.ac.ir/article_5751_6d4810ae1f1fea37232c738533d52b24.pdf |
| _version_ | 1797296571542405120 |
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| author | maryam hajiee mehdi fartash Nafiseh osati Eraghi |
| author_facet | maryam hajiee mehdi fartash Nafiseh osati Eraghi |
| author_sort | maryam hajiee |
| collection | DOAJ |
| description | Rapid developments in radio technology have enabled the emergence of small sensor nodes capable of communicating in wireless sensor networks. Nodes in wireless sensor networks work together to transmit information using multipath routing. This partnership has made these types of networks vulnerable to many attacks. In order to determine the reliability of nodes in separating malicious nodes from other nodes, an intelligent trust management scheme must be used. In recent years, trust-based and energy-aware routing protocols have become important tools to increase wireless sensor networks security and performance. In this paper, a trust-based and energy-aware routing algorithm based on a new hybrid fitness function is proposed. This algorithm has two main aspects: one is the selection of secure nodes based on the tolerant constant and the other is to select the most suitable nodes from among the secure nodes to perform routing. The proposed algorithm uses a multipath routing technique with an intra-cluster and inter-cluster multi-hop communication mechanism. In addition, the optimal and secure route is selected based on a combined fitness function with parameters of Energy, Reliability, Quality of Service, Connectivity, Distance, Hop-Count and Network Traffic. The simulation is based on evaluation criteria such as throughput and detection rate in the presence of Denial-of-Service attack. The experimental results show that the evaluation criteria in the proposed algorithm have improved compared to other secure routing algorithms. |
| first_indexed | 2024-03-07T22:06:42Z |
| format | Article |
| id | doaj.art-f2afe88be5c04559a625529ab3df5882 |
| institution | Directory Open Access Journal |
| issn | 2008-4854 2783-2538 |
| language | fas |
| last_indexed | 2024-03-07T22:06:42Z |
| publishDate | 2021-12-01 |
| publisher | Semnan University |
| record_format | Article |
| series | مجله مدل سازی در مهندسی |
| spelling | doaj.art-f2afe88be5c04559a625529ab3df58822024-02-23T19:09:02ZfasSemnan Universityمجله مدل سازی در مهندسی2008-48542783-25382021-12-01196720722110.22075/jme.2021.22784.20595751A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithmmaryam hajiee0mehdi fartash1Nafiseh osati Eraghi2Department of Computer Engineering, Arak Branch, Islamic Azad University, Arak, IranDepartment of Computer Engineering, Arak Branch, Islamic Azad University, Arak, IranDepartment of Computer Engineering, Arak Branch, Islamic Azad University, Arak, IranRapid developments in radio technology have enabled the emergence of small sensor nodes capable of communicating in wireless sensor networks. Nodes in wireless sensor networks work together to transmit information using multipath routing. This partnership has made these types of networks vulnerable to many attacks. In order to determine the reliability of nodes in separating malicious nodes from other nodes, an intelligent trust management scheme must be used. In recent years, trust-based and energy-aware routing protocols have become important tools to increase wireless sensor networks security and performance. In this paper, a trust-based and energy-aware routing algorithm based on a new hybrid fitness function is proposed. This algorithm has two main aspects: one is the selection of secure nodes based on the tolerant constant and the other is to select the most suitable nodes from among the secure nodes to perform routing. The proposed algorithm uses a multipath routing technique with an intra-cluster and inter-cluster multi-hop communication mechanism. In addition, the optimal and secure route is selected based on a combined fitness function with parameters of Energy, Reliability, Quality of Service, Connectivity, Distance, Hop-Count and Network Traffic. The simulation is based on evaluation criteria such as throughput and detection rate in the presence of Denial-of-Service attack. The experimental results show that the evaluation criteria in the proposed algorithm have improved compared to other secure routing algorithms.https://modelling.semnan.ac.ir/article_5751_6d4810ae1f1fea37232c738533d52b24.pdfwireless sensor networktrustconstant tolerancemultipath routingenergy-aware |
| spellingShingle | maryam hajiee mehdi fartash Nafiseh osati Eraghi A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm مجله مدل سازی در مهندسی wireless sensor network trust constant tolerance multipath routing energy-aware |
| title | A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm |
| title_full | A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm |
| title_fullStr | A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm |
| title_full_unstemmed | A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm |
| title_short | A Trust and Energy-Aware Based Routing Approach in Wireless Sensor Networks Using ODMA Algorithm |
| title_sort | trust and energy aware based routing approach in wireless sensor networks using odma algorithm |
| topic | wireless sensor network trust constant tolerance multipath routing energy-aware |
| url | https://modelling.semnan.ac.ir/article_5751_6d4810ae1f1fea37232c738533d52b24.pdf |
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