University of Oulu

G. Destino, J. Saloranta, G. Seco-Granados and H. Wymeersch, "Performance Analysis of Hybrid 5G-GNSS Localization," 2018 52nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2018, pp. 8-12. doi: 10.1109/ACSSC.2018.8645207

Performance analysis of hybrid 5G-GNSS localization

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Author: Destino, Giuseppe1,2; Saloranta, Jani1; Seco-Granados, Gonzalo3;
Organizations: 1University of Oulu, Oulu, Finland
2King’s College London, London, United Kingdom
3Universitat Autonoma de Barcelona, Barcelona, Spain
4Chalmers University of Technology, Gothenburg, Sweden
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 1.9 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2019081624417
Language: English
Published: Institute of Electrical and Electronics Engineers, 2018
Publish Date: 2019-08-16
Description:

Abstract

We consider a novel positioning solution combining millimeter wave (mmW) 5G and Global Navigation Satellite System (GNSS) technologies. The study is carried out theoretically by deriving the Fisher Information Matrix (FIM) of a combined 5G-GNSS positioning system and, subsequently, the position, rotation and clock-bias error lower bounds. We pursue a two-step approach, namely, computing first the FIM for the channel parameters, and then transforming it into the FIM of the position, rotation and clock-bias. The analysis shows advantages of the hybrid positioning in terms of i) localization accuracy, ii) coverage, iii) precise rotation estimation and iv) clock-error estimation. In other words, we demonstrate that a tight coupling of the two technologies can provide mutual benefits.

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Series: Asilomar Conference on Signals, Systems & Computers
ISSN: 1058-6393
ISSN-E: 1058-6393
ISSN-L: 1058-6393
ISBN: 978-1-5386-9218-9
ISBN Print: 978-1-5386-9219-6
Pages: 8 - 12
DOI: 10.1109/ACSSC.2018.8645207
OADOI: https://oadoi.org/10.1109/ACSSC.2018.8645207
Host publication: Conference Record of the Fifty-Second Asilomar Conference on Signals, Systems & Computers
Conference: Asilomar Conference on Signals, Systems and Computers
Type of Publication: A4 Article in conference proceedings
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Funding: This work was supported, in part, by the Academy of Finland projects 6Genesis Flagship (grant 318927), Fundamental of Simultaneous Localization and Communications (grant 298781), and Positioning-aided Reliably-connected Industrial Systems with Mobile mmWave Access (PRISMA), by the EU H2020 project 5GCAR, and the VINNOVA COPPLAR project, funded under Strategic Vehicle Research and Innovation Grant No. 2015-04849 and R+D Project of Spanish Ministry of Economy and Competitiveness under Grant TEC2017-89925-R.
Academy of Finland Grant Number: 318927
Detailed Information: 318927 (Academy of Finland Funding decision)
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