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Doppler-aided positioning in GNSS receivers - A performance analysis

Authors :
Jordi Vila-Valls
Olivier Besson
François Vincent
Daniel Medina
Eric Chaumette
Département Electronique, Optronique et Signal (DEOS)
Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO)
DLR Institute of Communications and Navigation [Neustrelitz]
German Aerospace Center (DLR)
Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
German Aerospace Center - DLR (GERMANY)
DLR Institute of Communications and Navigation (GERMANY)
Source :
Signal Processing, Signal Processing, Elsevier, 2020, 176, pp.107713-107724. ⟨10.1016/j.sigpro.2020.107713⟩
Publication Year :
2020

Abstract

International audience; The main objective of Global Navigation Satellite Systems (GNSS) is to precisely locate a receiver based on the reception of radio-frequency waveforms broadcasted by a set of satellites. Given delayed and Doppler shifted replicas of the known transmitted signals, the most widespread approach consists in a two-step algorithm. First, the delays and Doppler shifts from each satellite are estimated independently, and sub- sequently the user position and velocity are computed as the solution to a Weighted Least Squares (WLS) problem. This second step conventionally uses only delay measurements to determine the user position, although Doppler is also informative. The goal of this paper is to provide simple and meaningful ex- pressions of the positioning precision. These expressions are analysed with respect to the standard WLS algorithms, exploiting the Doppler information or not. We can then evaluate the performance improve- ment brought by a joint frequency and delay positioning procedure. Numerical simulations assess that using Doppler information is indeed effective when considering long observation times, and particularly useful in challenging scenarios such as urban canyons (constrained satellite visibility) or near indoor sit- uations (weak signal conditions which need long integration times), thus providing new insights for the design of robust and high-sensitivity receivers.

Details

Language :
English
ISSN :
01651684 and 18727557
Database :
OpenAIRE
Journal :
Signal Processing, Signal Processing, Elsevier, 2020, 176, pp.107713-107724. ⟨10.1016/j.sigpro.2020.107713⟩
Accession number :
edsair.doi.dedup.....e391549a69d53e4ff0cfa2c8405e9867