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  • Hostettler, RolandLuleå tekniska universitet,Signaler och system (author)

Extended Kalman filter for vehicle tracking using road surface vibration measurements

  • Article/chapterEnglish2013

Publisher, publication year, extent ...

  • Piscataway, NJ :IEEE Communications Society,2013
  • electronicrdacarrier

Numbers

  • LIBRIS-ID:oai:DiVA.org:ltu-40744
  • https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-40744URI
  • https://doi.org/10.1109/CDC.2012.6426451DOI

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  • Language:English
  • Summary in:English

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  • Subject category:ref swepub-contenttype
  • Subject category:kon swepub-publicationtype

Notes

  • Validerad; 2013; 20130311 (ysko)
  • This paper addresses a novel method for vehicle tracking using an extended Kalman filter and measurements of road surface vibrations from a single accelerometer. First, a measurement model for vibrations caused by vehicular road traffic is developed. Then the identifiability of the involved parameters is analyzed. Finally, the measurement model is combined with a constant speed motion model and the Kalman filter is derived. Simulation and measurement results indicate that the approach is feasible and show where further development is needed.

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  • Birk, WolfgangLuleå tekniska universitet,Signaler och system(Swepub:ltu)wolfgang (author)
  • Nordenvaad, Magnus Lundberg (author)
  • Luleå tekniska universitetSignaler och system (creator_code:org_t)

Related titles

  • In:IEEE 51st Annual Conference on Decision and ControlPiscataway, NJ : IEEE Communications Society97814673206589781467320641

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