5G Positioning Based on the Wideband Electromagnetic Vector Antenna

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Abstract

This work proposed a single base station positioning design in 5G networks, which can jointly estimate user equipment (UE) distance (time of arrival, ToA) and direction (angle of arrival, AoA) by utilizing the wideband 5G signal and vector antenna (VA). A statistics-based Expectation-maximization (EM) algorithm and a subspace-spaced algorithm are adopted to estimate the UE position in this work. The simulation results show that the proposed method can accurately estimate UE position by using the uplink sounding reference signals (SRS) in a Line-of-Sight (LoS) scenario where the tapped delay line D (TDL-D) channel model is used to construct delay and attenuation profiles for multiple paths. Also, the impact of the strong reflections on angle estimation and polarization accuracy is studied in the subspace algorithm. This work proves that the VA is able to provide high accuracy 3D UE positioning in 5G networks without the requirement of multiple cells or multiple antennas. However, the performance of the VA antenna is limited by the coarse angle resolution, which needs to be resolved by VA composed antenna array in future works.

Original languageEnglish
Title of host publicationWiP Proceedings of the International Conference on Localization and GNSS (ICL-GNSS 2021)
Subtitle of host publicationTampere, Finland, June 1-3, 2021
EditorsAleksandr Ometov, Jari Nurmi, Elena Simona Lohan, Joaquín Torres-Sospedra, Heidi Kuusniemi
PublisherCEUR-WS
Number of pages14
Publication statusPublished - 2021
Publication typeA4 Article in a conference publication
EventInternational Conference on Localization and GNSS - Tampere, Finland
Duration: 1 Jun 20213 Jun 2021

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR-WS
Volume2880
ISSN (Electronic)1613-0073

Conference

ConferenceInternational Conference on Localization and GNSS
Country/TerritoryFinland
CityTampere
Period1/06/213/06/21

Publication forum classification

  • Publication forum level 1

ASJC Scopus subject areas

  • Computer Science(all)

Fingerprint

Dive into the research topics of '5G Positioning Based on the Wideband Electromagnetic Vector Antenna'. Together they form a unique fingerprint.

Cite this