A new approach in energy consumption based on genetic algorithm and fuzzy logic for wsn

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dc.contributor.authorAlwafi, A.A.W.
dc.contributor.authorRahebi, Javad
dc.contributor.authorFarzamnia, A.
dc.date.accessioned2021-05-15T12:49:29Z
dc.date.available2021-05-15T12:49:29Z
dc.date.issued2021
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Elektrik - Elektronik Mühendisliği Bölümüen_US
dc.description11th National Technical Symposium on Unmanned System Technology, NUSYS 2019 -- 2 December 2019 through 3 December 2019 -- -- 242089
dc.description.abstractAlthough the sensor node is tiny, it covers large areas by connecting these nodes together wirelessly, it called wireless sensor network (WSN). WSNs are one of the common things that still evolving very fast nowadays. Routing protocols challenge the energy consumption of wireless sensor networks. In this paper, we proposed a new Fuzzy Logic and Genetic Algorithm based protocol (FL-GA) for WSNs, as follows, we used the fuzzy logic Mamdani method for finding the best cluster heads. We used two inputs for fuzzy, energy and distance, we used the Genetic Algorithm for optimization. Taking into account variable parameters, the choice of cluster heads will be more efficient and the cluster forming will be more accurate, all the nodes will almost die at the same time. One of the classic routing protocols is the Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. We compared our protocol to the LEACH protocol. Our network nods, still alive much more than the LEACH protocol nodes. The proposed method is more efficient in extending the network lifetime and maximizing the total number of data packets received in the sink. © Springer Nature Singapore Pte Ltd 2021.en_US
dc.identifier.doi10.1007/978-981-15-5281-6_72
dc.identifier.endpage1019en_US
dc.identifier.isbn9789811552809
dc.identifier.issn1876-1100
dc.identifier.scopus2-s2.0-85088518318
dc.identifier.scopusqualityQ4
dc.identifier.startpage1007en_US
dc.identifier.urihttps://doi.org/10.1007/978-981-15-5281-6_72
dc.identifier.urihttps://hdl.handle.net/20.500.12939/1028
dc.identifier.volume666en_US
dc.indekslendigikaynakScopus
dc.institutionauthorRahebi, Javad
dc.language.isoen
dc.publisherSpringeren_US
dc.relation.ispartofLecture Notes in Electrical Engineering
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectClusteringen_US
dc.subjectFuzzy Logicen_US
dc.subjectGenetic Algorithmen_US
dc.subjectWireless Sensor Networken_US
dc.titleA new approach in energy consumption based on genetic algorithm and fuzzy logic for wsn
dc.typeConference Object

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