LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks
Detection of high energy using spectrum sensing step especially when using a collaborative method, is one of the key difficulties in cognitive radio which has the potential to improve energy efficiency. The Energy-Efficient Scalable Routing Algorithm(EESRA) is used in this study which combines Low E...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-12-01
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| Series: | Measurement: Sensors |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2665917422000538 |
| _version_ | 1811258815493963776 |
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| author | Mahak Kalra Anil Vohra Nikhil Marriwala |
| author_facet | Mahak Kalra Anil Vohra Nikhil Marriwala |
| author_sort | Mahak Kalra |
| collection | DOAJ |
| description | Detection of high energy using spectrum sensing step especially when using a collaborative method, is one of the key difficulties in cognitive radio which has the potential to improve energy efficiency. The Energy-Efficient Scalable Routing Algorithm(EESRA) is used in this study which combines Low Energy Adaptive Clustering Hierarchy (LEACH) with an Energy-Efficient clustering and hierarchical routing algorithm. A novel machine learning approach is used in this paper to consider identical channels in Cognitive Radio Networks (CRN). When compared to LEACH, the EESRA algorithm extended the lifespan of network, resulting in the incorrect rate of .9895 and an error rate of 0.0105. |
| first_indexed | 2024-04-12T18:21:12Z |
| format | Article |
| id | doaj.art-f21a5a096db64713a560b2e224099aad |
| institution | Directory Open Access Journal |
| issn | 2665-9174 |
| language | English |
| last_indexed | 2024-04-12T18:21:12Z |
| publishDate | 2022-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Measurement: Sensors |
| spelling | doaj.art-f21a5a096db64713a560b2e224099aad2022-12-22T03:21:27ZengElsevierMeasurement: Sensors2665-91742022-12-0124100419LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networksMahak Kalra0Anil Vohra1Nikhil Marriwala2Department of Electronic Science, Kurukshetra, India; Corresponding author.Electronic Science Department, Kurukshetra University Kurukshetra, IndiaElectronics and Communication Engineering Department, University Institute of Engineering and Technology (UIET), Kurukshetra University, Kurukshetra, Haryana, IndiaDetection of high energy using spectrum sensing step especially when using a collaborative method, is one of the key difficulties in cognitive radio which has the potential to improve energy efficiency. The Energy-Efficient Scalable Routing Algorithm(EESRA) is used in this study which combines Low Energy Adaptive Clustering Hierarchy (LEACH) with an Energy-Efficient clustering and hierarchical routing algorithm. A novel machine learning approach is used in this paper to consider identical channels in Cognitive Radio Networks (CRN). When compared to LEACH, the EESRA algorithm extended the lifespan of network, resulting in the incorrect rate of .9895 and an error rate of 0.0105.http://www.sciencedirect.com/science/article/pii/S2665917422000538Cognitive radio networksCognitive cycleEnergy efficiencySpectrum sensingCluster head |
| spellingShingle | Mahak Kalra Anil Vohra Nikhil Marriwala LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks Measurement: Sensors Cognitive radio networks Cognitive cycle Energy efficiency Spectrum sensing Cluster head |
| title | LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| title_full | LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| title_fullStr | LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| title_full_unstemmed | LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| title_short | LEACH based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| title_sort | leach based hybrid energy efficient routing algorithm for dynamic cognitive radio networks |
| topic | Cognitive radio networks Cognitive cycle Energy efficiency Spectrum sensing Cluster head |
| url | http://www.sciencedirect.com/science/article/pii/S2665917422000538 |
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