Performance Analysis of Hybrid 5G-GNSS Localization
Paper in proceedings, 2019

© 2018 IEEE. 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.

Author

G. Destino

King's College London

University of Oulu

Jani Saloranta

University of Oulu

G. Seco-Granados

Universitat Autonoma de Barcelona (UAB)

Henk Wymeersch

Chalmers, Electrical Engineering, Communication and Antenna Systems, Communication Systems

Conference Record - Asilomar Conference on Signals, Systems and Computers

10586393 (ISSN)

Vol. 2018-October 8-12 8645207

52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018
Pacific Grove, USA,

Fifth Generation Communication Automotive Research and innovation (5GCAR)

European Commission (Horizon 2020), 2017-06-01 -- 2019-05-31.

COPPLAR CampusShuttle cooperative perception & planning platform

VINNOVA, 2016-01-01 -- 2018-12-31.

Subject Categories

Computational Mathematics

Control Engineering

Signal Processing

DOI

10.1109/ACSSC.2018.8645207

More information

Latest update

9/16/2019