5G mmWave Vehicular Tracking

  • Kim, Hyowon
  • Wymeersch, Henk
  • Garcia, Nil
  • Seco-Granados, Gonzalo
  • Kim, Sunwoo
Citations

WEB OF SCIENCE

29
Citations

SCOPUS

32

초록

Vehicle positioning based on GPS is limited due to multipath and blockage. 5G nunWave signals can provide an attractive complement, as it is possible to estimate the stale of a vehicle (position and heading) from transmissions from a single base station. We propose a Bayesian 5G nunWave tracking filter, which explicitly relies on mapping the radio environment. The filter thus solves a novel type of simultaneous localization and mapping problem, which enables estimating not only the vehicle heading and position, but also its clock bias.

키워드

MappingMillimeter wavesVehicle transmissionsBayesianClock biasmm-WaveMultipathRadio environmentSimultaneous localization and mapping problemsTracking filterVehicle positioning5G mobile communication systems
제목
5G mmWave Vehicular Tracking
저자
Kim, HyowonWymeersch, HenkGarcia, NilSeco-Granados, GonzaloKim, Sunwoo
DOI
10.1109/ACSSC.2018.8645553
발행일
2019-02
유형
Conference Paper
저널명
Conference Record - Asilomar Conference on Signals, Systems and Computers
2018
October
페이지
541 ~ 547