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Variance-Triggered Two-Step GPS Acquisition

The acquisition is the most time-consuming step performed by a Global Navigation Satellite System (GNSS) receiver. The objective is to detect which satellites are transmitting and what are the phase and Doppler frequency shift of the signal. It is the step with the highest computational complexity,...

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Autores principales: Costa, Fabrício, Albuquerque, Glauberto Leilson, Silveira, Luiz Felipe, Valderrama, Carlos, Xavier-de-Souza, Samuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679285/
https://www.ncbi.nlm.nih.gov/pubmed/31330949
http://dx.doi.org/10.3390/s19143177
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author Costa, Fabrício
Albuquerque, Glauberto Leilson
Silveira, Luiz Felipe
Valderrama, Carlos
Xavier-de-Souza, Samuel
author_facet Costa, Fabrício
Albuquerque, Glauberto Leilson
Silveira, Luiz Felipe
Valderrama, Carlos
Xavier-de-Souza, Samuel
author_sort Costa, Fabrício
collection PubMed
description The acquisition is the most time-consuming step performed by a Global Navigation Satellite System (GNSS) receiver. The objective is to detect which satellites are transmitting and what are the phase and Doppler frequency shift of the signal. It is the step with the highest computational complexity, especially for signals subjected to large Doppler shifts. Improving acquisition performance has a large impact on the overall performance of the GNSS reception. In this paper, we present a two-step Global Positioning System (GPS) acquisition algorithm whose first step performs an incremental correlation to find a coarse pair of phase and frequency and the second step, triggered by the variance of the largest correlation values, refines the first step. The proposed strategy, based on the conventional time-domain serial algorithm, reduces the average execution time of the acquisition process to about 1/5 of the conventional acquisition while keeping the same modest logic hardware requirements and slightly better success and false-positive rates. Additionally, the new method reduces memory usage by a factor that is proportional to the signal’s sampling frequency. All these advantages over conventional acquisition contribute together to significantly improve the overall performance and cost of GPS receivers.
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spelling pubmed-66792852019-08-19 Variance-Triggered Two-Step GPS Acquisition Costa, Fabrício Albuquerque, Glauberto Leilson Silveira, Luiz Felipe Valderrama, Carlos Xavier-de-Souza, Samuel Sensors (Basel) Article The acquisition is the most time-consuming step performed by a Global Navigation Satellite System (GNSS) receiver. The objective is to detect which satellites are transmitting and what are the phase and Doppler frequency shift of the signal. It is the step with the highest computational complexity, especially for signals subjected to large Doppler shifts. Improving acquisition performance has a large impact on the overall performance of the GNSS reception. In this paper, we present a two-step Global Positioning System (GPS) acquisition algorithm whose first step performs an incremental correlation to find a coarse pair of phase and frequency and the second step, triggered by the variance of the largest correlation values, refines the first step. The proposed strategy, based on the conventional time-domain serial algorithm, reduces the average execution time of the acquisition process to about 1/5 of the conventional acquisition while keeping the same modest logic hardware requirements and slightly better success and false-positive rates. Additionally, the new method reduces memory usage by a factor that is proportional to the signal’s sampling frequency. All these advantages over conventional acquisition contribute together to significantly improve the overall performance and cost of GPS receivers. MDPI 2019-07-19 /pmc/articles/PMC6679285/ /pubmed/31330949 http://dx.doi.org/10.3390/s19143177 Text en © 2019 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
Costa, Fabrício
Albuquerque, Glauberto Leilson
Silveira, Luiz Felipe
Valderrama, Carlos
Xavier-de-Souza, Samuel
Variance-Triggered Two-Step GPS Acquisition
title Variance-Triggered Two-Step GPS Acquisition
title_full Variance-Triggered Two-Step GPS Acquisition
title_fullStr Variance-Triggered Two-Step GPS Acquisition
title_full_unstemmed Variance-Triggered Two-Step GPS Acquisition
title_short Variance-Triggered Two-Step GPS Acquisition
title_sort variance-triggered two-step gps acquisition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679285/
https://www.ncbi.nlm.nih.gov/pubmed/31330949
http://dx.doi.org/10.3390/s19143177
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