An oscillation-based algorithm for reliable vehicle detection with magnetic sensors

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dc.contributor.authorDjenouri, Djamel
dc.contributor.authorDoudou, Messaoud
dc.contributor.authorKafi, Mohamed Amine
dc.date.accessioned2016-11-03T14:20:26Z
dc.date.available2016-11-03T14:20:26Z
dc.date.issued2016-04
dc.description.abstractVehicle monitoring using a wireless sensor network is considered in this paper, where a new algorithm is proposed for vehicle detection with magnetic sensors. The proposed algorithm is based on processing the magnetic signal and thoroughly analyzing the number/direction of its oscillations. The main feature of the proposed algorithm over the state-of-the-art ones is its capability to detect vehicles with different shapes of signatures, while most state-of-the-art algorithms assume regular shapes of signatures. This makes the algorithm effective with all types of magnetic sensors. The proposed algorithm has been implemented on MICAz sensor motes and tested in real world scenarios. Results show reliability beyond 93% in all samples, and more than 95% in most of them.fr_FR
dc.identifier.urihttp://dl.cerist.dz/handle/CERIST/859
dc.publisherIEEEfr_FR
dc.relation.ispartofseriesInternational Conference on Control, Automation and Robotics (ICCAR);
dc.relation.pages978-1-4673-9858-9fr_FR
dc.relation.placeHong Kongfr_FR
dc.structureRéseaux de capteurs et Applicationsfr_FR
dc.subjectMagnetic sensorsfr_FR
dc.subjectvehicle detectionfr_FR
dc.titleAn oscillation-based algorithm for reliable vehicle detection with magnetic sensorsfr_FR
dc.typeConference paper
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