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5G mmWave Vehicular Trackingopen access

Authors
Kim, HyowonWymeersch, HenkGarcia, NilSeco-Granados, GonzaloKim, Sunwoo
Issue Date
Feb-2019
Publisher
IEEE Computer Society
Citation
Conference Record - Asilomar Conference on Signals, Systems and Computers, v.2018, no.October, pp.541 - 547
Indexed
SCOPUS
Journal Title
Conference Record - Asilomar Conference on Signals, Systems and Computers
Volume
2018
Number
October
Start Page
541
End Page
547
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/4619
DOI
10.1109/ACSSC.2018.8645553
ISSN
1058-6393
Abstract
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.
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