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Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems

Various GNSS applications require low-cost, small-scale, lightweight and power-saving GNSS devices and require high precision in terms of low noise for carrier phase and code observations. Applications vary from navigation approaches to positioning in geo-monitoring units up to integration in multi-...

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Autores principales: Kersten, Tobias, Paffenholz, Jens-André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249660/
https://www.ncbi.nlm.nih.gov/pubmed/32357583
http://dx.doi.org/10.3390/s20092463
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author Kersten, Tobias
Paffenholz, Jens-André
author_facet Kersten, Tobias
Paffenholz, Jens-André
author_sort Kersten, Tobias
collection PubMed
description Various GNSS applications require low-cost, small-scale, lightweight and power-saving GNSS devices and require high precision in terms of low noise for carrier phase and code observations. Applications vary from navigation approaches to positioning in geo-monitoring units up to integration in multi-sensor-systems. For highest precision, only GNSS receivers are suitable that provide access to raw data such as carrier phase, code ranges, Doppler and signal strength. A system integration is only possible if the overall noise level is known and quantified at the level of the original observations. A benchmark analysis based on a zero baseline is proposed to quantify the stochastic properties. The performance of the consumer grade GNSS receiver is determined and evaluated against geodetic GNSS receivers to better understand the utilization of consumer grade receivers. Results indicate high similarity to the geodetic receiver, even though technical limitations are present. Various stochastic techniques report normally distributed carrier-phase noise of 2 mm and code-range noise of 0.5–0.8 m. This is confirmed by studying the modified Allan standard deviation and code-minus-carrier combinations. Derived parameters serve as important indicators for the integration of GNSS receivers into multi-sensor-systems.
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spelling pubmed-72496602020-06-10 Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems Kersten, Tobias Paffenholz, Jens-André Sensors (Basel) Article Various GNSS applications require low-cost, small-scale, lightweight and power-saving GNSS devices and require high precision in terms of low noise for carrier phase and code observations. Applications vary from navigation approaches to positioning in geo-monitoring units up to integration in multi-sensor-systems. For highest precision, only GNSS receivers are suitable that provide access to raw data such as carrier phase, code ranges, Doppler and signal strength. A system integration is only possible if the overall noise level is known and quantified at the level of the original observations. A benchmark analysis based on a zero baseline is proposed to quantify the stochastic properties. The performance of the consumer grade GNSS receiver is determined and evaluated against geodetic GNSS receivers to better understand the utilization of consumer grade receivers. Results indicate high similarity to the geodetic receiver, even though technical limitations are present. Various stochastic techniques report normally distributed carrier-phase noise of 2 mm and code-range noise of 0.5–0.8 m. This is confirmed by studying the modified Allan standard deviation and code-minus-carrier combinations. Derived parameters serve as important indicators for the integration of GNSS receivers into multi-sensor-systems. MDPI 2020-04-26 /pmc/articles/PMC7249660/ /pubmed/32357583 http://dx.doi.org/10.3390/s20092463 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kersten, Tobias
Paffenholz, Jens-André
Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title_full Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title_fullStr Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title_full_unstemmed Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title_short Feasibility of Consumer Grade GNSS Receivers for the Integration in Multi-Sensor-Systems
title_sort feasibility of consumer grade gnss receivers for the integration in multi-sensor-systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249660/
https://www.ncbi.nlm.nih.gov/pubmed/32357583
http://dx.doi.org/10.3390/s20092463
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