Enhancing sensor network sustainability with fuzzy logic based node placement approach for agricultural monitoring

Basit Öğe Kaydı
dc.contributor.authorBayrakdar, Muhammed Enes
dc.date.accessioned2021-12-01T18:46:58Z
dc.date.available2021-12-01T18:46:58Z
dc.date.issued2020
dc.departmentDÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractWireless sensor networks are widely used in many areas such as underground monitoring, underwater monitoring, and agricultural monitoring. Agricultural monitoring is mostly used in rural areas by farmers with the aim of increasing agricultural productivity. Therefore, the technique of determining the locations where sensor nodes are located in terms of cost and sustainability is very important. The locations where the nodes are located affect the probability of the target region that is within the detection area of a sensor node, relay node, and their connection to the collector station. In this article, a new approach is proposed in which a large number of sensor nodes are placed over a wide agricultural area. In addition, fuzzy logic-based relay selection approach is proposed to enhance network sustainability for agricultural monitoring. Sensor nodes are considered to sense values such as temperature, humidity, pressure, etc. in an agricultural area. Sensor nodes are placed to cover the entire agricultural region to detect these parameters. The values sensed by the sensor nodes are collected by the collector station, which is stationary in the center. The simulation model of the proposed approach was carried out using the Riverbed Modeler software. Thanks to the proposed node placement and relay node selection approaches, it is provided to monitor a certain agricultural area with the least number of wireless sensor nodes.en_US
dc.identifier.doi10.1016/j.compag.2020.105461
dc.identifier.issn0168-1699
dc.identifier.issn1872-7107
dc.identifier.scopus2-s2.0-85089229309en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.compag.2020.105461
dc.identifier.urihttps://hdl.handle.net/20.500.12684/10077
dc.identifier.volume174en_US
dc.identifier.wosWOS:000540218000047en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorBayrakdar, Muhammed Enes
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofComputers And Electronics In Agricultureen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAgricultural monitoringen_US
dc.subjectNode placementen_US
dc.subjectFuzzy logicen_US
dc.subjectWireless sensor networken_US
dc.subjectInterval Type-2en_US
dc.subjectRelay Nodesen_US
dc.subjectSystemsen_US
dc.subjectPerformanceen_US
dc.subjectStrategiesen_US
dc.subjectLifetimeen_US
dc.titleEnhancing sensor network sustainability with fuzzy logic based node placement approach for agricultural monitoringen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim Yok
İsim:
10077.pdf
Boyut:
2.03 MB
Biçim:
Adobe Portable Document Format
Açıklama:
Tam Metin / Full Text
İndir

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu