Search results for "Vulnerable Road Users Safety"

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An Online Time Warping based Map Matching for Vulnerable Road Users’ Safety

2018

International audience; High penetration rate of Smartphones and their increased capabilities to sense, compute, store and communicate have made the devices vital components of intelligent transportation systems. However, their GPS positions accuracy remains insufficient for a lot of location-based applications especially traffic safety ones. In this paper, we developed a new algorithm which is able to improve smartphones GPS accuracy for vulnerable road users' traffic safety. It is a two-stage algorithm: in the first stage GPS readings obtained from smartphones are passed through Kalman filter to smooth deviated reading. Then an adaptive online time warping based map matching is applied to…

Dynamic time warpingSimilarity (geometry)010504 meteorology & atmospheric sciencesComputer science[SPI] Engineering Sciences [physics]Vulnerable Road Users SafetyTime series analysisMap matching01 natural sciencesGPS Accuracy[SPI]Engineering Sciences [physics]Smart phonesGlobal Positioning System11. Sustainability0502 economics and businessHeuristic algorithmsComputer visionTime seriesIntelligent transportation systemReal-time systems0105 earth and related environmental sciencesOnline Time Warping050210 logistics & transportationbusiness.industry05 social sciencesKalman filterMap MatchingRoadsGlobal Positioning SystemArtificial intelligenceSafetybusinessKalman Filter

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PEPhysical Sciences and Engineering
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LSLife Sciences
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