eduzhai > Applied Sciences > Engineering >

Vehicle Telematics Via Exteroceptive Sensors A Survey

  • king
  • (0) Download
  • 20210507
  • Save

... pages left unread,continue reading

Document pages: 18 pages

Abstract: Whereas a very large number of sensors are available in the automotive field,currently just a few of them, mostly proprioceptive ones, are used intelematics, automotive insurance, and mobility safety research. In this paper,we show that exteroceptive sensors, like microphones or cameras, could replaceproprioceptive ones in many fields. Our main motivation is to provide thereader with alternative ideas for the development of telematics applicationswhen proprioceptive sensors are unusable for technological issues, privacyconcerns, or lack of availability in commercial devices. We first introduce ataxonomy of sensors in telematics. Then, we review in detail all exteroceptivesensors of some interest for vehicle telematics, highlighting advantages,drawbacks, and availability in off-the-shelf devices. Successively, we presenta list of notable telematics services and applications in research and industrylike driving profiling or vehicular safety. For each of them, we report themost recent and important works relying on exteroceptive sensors, as long asthe available datasets. We conclude showing open challenges using exteroceptivesensors both for industry and research.

Please select stars to rate!


0 comments Sign in to leave a comment.

    Data loading, please wait...