Congestion-Aware Routing and Fuzzy-based Rate Controller for Wireless Sensor Networks

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dc.contributor.authorHatamian, Majid
dc.contributor.authorAlmasi Bardmily, Maryam
dc.contributor.authorAsadboland, Mojtaba
dc.contributor.authorHatamian, Mehdi
dc.contributor.authorBarati, Hamid
dc.coverage.issue1cs
dc.coverage.volume25cs
dc.date.accessioned2016-04-20T06:25:35Z
dc.date.available2016-04-20T06:25:35Z
dc.date.issued2016-04cs
dc.description.abstractIn this paper, congestion-aware routing and fuzzy-based rate controller for wireless sensor networks (WSNs) is proposed. The proposed method tries to make a distinction between locally generated data and transit data by using a priority-based mechanism which provides a novel queueing model. Furthermore, a novel congestion-aware routing using greedy approach is proposed. The proposed congestion-aware routing tries to find more affordable routes. Moreover, a fuzzy rate controller is utilized for rate controlling which uses two criteria as its inputs, including congestion score and buffer occupancy. These two parameters are based on total packet input rate, packet forwarding rate at MAC layer, number of packets in the queue buffer, and total buffer size at each node. As soon as the congestion is detected, the notification signal is sent to offspring nodes. As a result, they are able to adjust their data transmission rate. Simulation results clearly show that the implementation of the proposed method using a greedy approach and fuzzy logic has done significant reduction in terms of packet loss rate, end-to-end delay and average energy consumption.en
dc.formattextcs
dc.format.extent114-123cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRadioengineering. 2016 vol. 25, č. 1, s. 114-123. ISSN 1210-2512cs
dc.identifier.doi10.13164/re.2016.0114en
dc.identifier.issn1210-2512
dc.identifier.urihttp://hdl.handle.net/11012/57917
dc.language.isoencs
dc.publisherSpolečnost pro radioelektronické inženýrstvícs
dc.relation.ispartofRadioengineeringcs
dc.relation.urihttp://www.radioeng.cz/fulltexts/2016/16_01_0089_0097.pdfcs
dc.rightsCreative Commons Attribution 3.0 Unported Licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/en
dc.subjectWireless sensor networksen
dc.subjectcongestion controlen
dc.subjectfuzzy logicen
dc.subjectgreedy routingen
dc.subjectbuffer occupancyen
dc.titleCongestion-Aware Routing and Fuzzy-based Rate Controller for Wireless Sensor Networksen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta eletrotechniky a komunikačních technologiícs
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