On Distributed Sensor Fusion in Batteryless Intermittent Networks

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dc.contributor.authorYildirim, Kasim Sinan
dc.contributor.authorPawelczak, Przemyslaw
dc.date.accessioned2020-12-01T12:09:59Z
dc.date.available2020-12-01T12:09:59Z
dc.date.issued2019
dc.departmentEge Üniversitesien_US
dc.description15th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS) -- MAY 29-31, 2019 -- GREECEen_US
dc.descriptionYildirim, Kasim Sinan/0000-0002-9528-6923en_US
dc.description.abstractDistributed and collaborative computation has never been considered before in networks of batteryless sensors. This can bring many advantages for applications (e.g. longer transmission ranges, lower network costs), however introducing new research challenges. in this paper, we focus on the well-known distributed sensor fusion but in an intermittently-powered batteryless sensor network. the goal is to estimate a parameter collaboratively by considering individual sensor measurements. We show that, even though the nodes stop operation with high probability due to random power failures and they neither communicate with their neighbors nor perform computation most of the time, the simplest implementation of the fully-distributed sensor fusion based on average consensus improves the overall estimation quality of the network considerably. in the light of this, we anticipate that if harvested energy is used efficiently so that nodes have more opportunity to receive and send packets, existing fully-distributed protocols can be implemented with tiny modifications in networks of batteryless sensors.en_US
dc.description.sponsorshipIEEE Comp Socen_US
dc.identifier.doi10.1109/DCOSS.2019.00096
dc.identifier.endpage501en_US
dc.identifier.isbn978-1-7281-0570-3
dc.identifier.issn2325-2936
dc.identifier.startpage495en_US
dc.identifier.urihttps://doi.org/10.1109/DCOSS.2019.00096
dc.identifier.urihttps://hdl.handle.net/11454/63625
dc.identifier.wosWOS:000502738800073en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 15Th International Conference on Distributed Computing in Sensor Systems (Dcoss)en_US
dc.relation.ispartofseriesIEEE International Conference on Distributed Computing in Sensor Systems
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBatteryless sensorsen_US
dc.subjectIntermittent communicationen_US
dc.subjectDistributed sensor fusionen_US
dc.titleOn Distributed Sensor Fusion in Batteryless Intermittent Networksen_US
dc.typeConference Objecten_US

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