Loading…
Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications
With the availability of low-cost, mass-market dual-frequency GNSS (Global Navigation Satellite System) receivers, standalone processing methods such as Precise Point Positioning (PPP) are no longer restricted to geodetic-grade GNSS equipment only. However, with cheaper equipment, data quality is ex...
Saved in:
Published in: | Remote sensing (Basel, Switzerland) Switzerland), 2022-10, Vol.14 (20), p.5100 |
---|---|
Main Authors: | , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563 |
---|---|
cites | cdi_FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563 |
container_end_page | |
container_issue | 20 |
container_start_page | 5100 |
container_title | Remote sensing (Basel, Switzerland) |
container_volume | 14 |
creator | Hohensinn, Roland Stauffer, Raphael Glaner, Marcus Franz Herrera Pinzón, Iván Darío Vuadens, Elie Rossi, Yara Clinton, John Rothacher, Markus |
description | With the availability of low-cost, mass-market dual-frequency GNSS (Global Navigation Satellite System) receivers, standalone processing methods such as Precise Point Positioning (PPP) are no longer restricted to geodetic-grade GNSS equipment only. However, with cheaper equipment, data quality is expected to degrade. This same principle also affects low-cost GNSS antennas, which usually suffer from poorer multipath mitigation and higher antenna noise compared to their geodetic-grade counterparts. This work assesses the quality of a particular piece of low-cost GNSS equipment for real-time PPP and high-rate dynamic monitoring applications, such as strong-motion seismology. We assembled the u-blox ZED-F9P chip in a small and light-weight data logger. With observational data from static experiments—which are processed under kinematic conditions—we assess the precision and stability of the displacement estimates. We tested the impact of different multi-band antenna types, including geodetic medium-grade helical-type (JAVAD GrAnt-G3T), as well as a low-cost helical (Ardusimple AS-ANT2B-CAL) and a patch-type (u-blox ANN-MB) antenna. Besides static tests for the assessment of displacement precision, strong-motion dynamic ground movements are simulated with a robot arm. For cross-validation, we collected measurements with a JAVAD SIGMA G3T geodetic-grade receiver. In terms of precision, we cross-compare the results of three different dual-frequency, real-time PPP solutions: (1) an ambiguity-float solution using the Centre National d’Études Spatiales (CNES) open-source software, (2) an ambiguity-float and an AR (ambiguity-resolved) solution using the raPPPid software from TU Vienna, and (3) and a PPP-RTK solution using the u-blox PointPerfect positioning service. We show that, even with low-cost GNSS equipment, it is possible to obtain a precision of one centimeter. We conclude that these devices provide an excellent basis for the densification of existing GNSS monitoring networks, as needed for strong-motion seismology and earthquake-early-warning. |
doi_str_mv | 10.3390/rs14205100 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_4525469dd63e4174874bc00e2d9d174d</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_4525469dd63e4174874bc00e2d9d174d</doaj_id><sourcerecordid>2728528412</sourcerecordid><originalsourceid>FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563</originalsourceid><addsrcrecordid>eNpNUcFKAzEUXETBUnvxCwLehNXkJbvZeCu1arFqsXrxEtIkqynbTU22qH9vtKLO5T2GeTMDL8sOCT6hVODTEAkDXBCMd7IeYA45AwG7__b9bBDjEidQSgRmvayb-rd85GOHLm_nc6Rag-6tavIHt7JoNpudoWGMNkbXPqPuJVHBahedb5Gvv4lNvmj8O3oan-cXYoZqH9C1a-1KdU6jG9-6zoev4-F63TidWN_Gg2yvVk20g5_Zzx4vxg-jq3x6dzkZDae5BkG6XAhScaOJgRpIWYGm2gpDAArQtqKKc0U1JPCiLBaaVZwAM7qugFhsi5L2s8nW13i1lOvgVip8SK-c_CZ8eJYqpJ6NlayAgpXCmJJaRnjyYguNsQWTEjkzyeto67UO_nVjYyeXfhPaVF8Ch6qAihFIquOtSgcfY7D1byrB8utJ8u9J9BM8j4Bx</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2728528412</pqid></control><display><type>article</type><title>Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications</title><source>Publicly Available Content (ProQuest)</source><creator>Hohensinn, Roland ; Stauffer, Raphael ; Glaner, Marcus Franz ; Herrera Pinzón, Iván Darío ; Vuadens, Elie ; Rossi, Yara ; Clinton, John ; Rothacher, Markus</creator><creatorcontrib>Hohensinn, Roland ; Stauffer, Raphael ; Glaner, Marcus Franz ; Herrera Pinzón, Iván Darío ; Vuadens, Elie ; Rossi, Yara ; Clinton, John ; Rothacher, Markus</creatorcontrib><description>With the availability of low-cost, mass-market dual-frequency GNSS (Global Navigation Satellite System) receivers, standalone processing methods such as Precise Point Positioning (PPP) are no longer restricted to geodetic-grade GNSS equipment only. However, with cheaper equipment, data quality is expected to degrade. This same principle also affects low-cost GNSS antennas, which usually suffer from poorer multipath mitigation and higher antenna noise compared to their geodetic-grade counterparts. This work assesses the quality of a particular piece of low-cost GNSS equipment for real-time PPP and high-rate dynamic monitoring applications, such as strong-motion seismology. We assembled the u-blox ZED-F9P chip in a small and light-weight data logger. With observational data from static experiments—which are processed under kinematic conditions—we assess the precision and stability of the displacement estimates. We tested the impact of different multi-band antenna types, including geodetic medium-grade helical-type (JAVAD GrAnt-G3T), as well as a low-cost helical (Ardusimple AS-ANT2B-CAL) and a patch-type (u-blox ANN-MB) antenna. Besides static tests for the assessment of displacement precision, strong-motion dynamic ground movements are simulated with a robot arm. For cross-validation, we collected measurements with a JAVAD SIGMA G3T geodetic-grade receiver. In terms of precision, we cross-compare the results of three different dual-frequency, real-time PPP solutions: (1) an ambiguity-float solution using the Centre National d’Études Spatiales (CNES) open-source software, (2) an ambiguity-float and an AR (ambiguity-resolved) solution using the raPPPid software from TU Vienna, and (3) and a PPP-RTK solution using the u-blox PointPerfect positioning service. We show that, even with low-cost GNSS equipment, it is possible to obtain a precision of one centimeter. We conclude that these devices provide an excellent basis for the densification of existing GNSS monitoring networks, as needed for strong-motion seismology and earthquake-early-warning.</description><identifier>ISSN: 2072-4292</identifier><identifier>EISSN: 2072-4292</identifier><identifier>DOI: 10.3390/rs14205100</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Accuracy ; Ambiguity ; Antennas ; Arm ; Densification ; Earthquakes ; Equipment costs ; Global navigation satellite system ; GNSS instrumentation ; Ionosphere ; Kinematics ; Low cost ; low-cost GNSS ; Monitoring ; Open source software ; PPP-AR ; precision and accuracy ; Quality assessment ; Real time ; real-time kinematic PPP ; Receivers & amplifiers ; Remote sensing ; Robot arms ; Satellites ; Seismic activity ; Seismology ; Software ; Stability analysis ; Static tests ; strong-motion seismology ; Warning systems ; Weight reduction</subject><ispartof>Remote sensing (Basel, Switzerland), 2022-10, Vol.14 (20), p.5100</ispartof><rights>2022 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 (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563</citedby><cites>FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563</cites><orcidid>0000-0003-4438-7780 ; 0000-0002-2351-6179 ; 0000-0001-9617-2920</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2728528412/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2728528412?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,25732,27903,27904,36991,44569,74873</link.rule.ids></links><search><creatorcontrib>Hohensinn, Roland</creatorcontrib><creatorcontrib>Stauffer, Raphael</creatorcontrib><creatorcontrib>Glaner, Marcus Franz</creatorcontrib><creatorcontrib>Herrera Pinzón, Iván Darío</creatorcontrib><creatorcontrib>Vuadens, Elie</creatorcontrib><creatorcontrib>Rossi, Yara</creatorcontrib><creatorcontrib>Clinton, John</creatorcontrib><creatorcontrib>Rothacher, Markus</creatorcontrib><title>Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications</title><title>Remote sensing (Basel, Switzerland)</title><description>With the availability of low-cost, mass-market dual-frequency GNSS (Global Navigation Satellite System) receivers, standalone processing methods such as Precise Point Positioning (PPP) are no longer restricted to geodetic-grade GNSS equipment only. However, with cheaper equipment, data quality is expected to degrade. This same principle also affects low-cost GNSS antennas, which usually suffer from poorer multipath mitigation and higher antenna noise compared to their geodetic-grade counterparts. This work assesses the quality of a particular piece of low-cost GNSS equipment for real-time PPP and high-rate dynamic monitoring applications, such as strong-motion seismology. We assembled the u-blox ZED-F9P chip in a small and light-weight data logger. With observational data from static experiments—which are processed under kinematic conditions—we assess the precision and stability of the displacement estimates. We tested the impact of different multi-band antenna types, including geodetic medium-grade helical-type (JAVAD GrAnt-G3T), as well as a low-cost helical (Ardusimple AS-ANT2B-CAL) and a patch-type (u-blox ANN-MB) antenna. Besides static tests for the assessment of displacement precision, strong-motion dynamic ground movements are simulated with a robot arm. For cross-validation, we collected measurements with a JAVAD SIGMA G3T geodetic-grade receiver. In terms of precision, we cross-compare the results of three different dual-frequency, real-time PPP solutions: (1) an ambiguity-float solution using the Centre National d’Études Spatiales (CNES) open-source software, (2) an ambiguity-float and an AR (ambiguity-resolved) solution using the raPPPid software from TU Vienna, and (3) and a PPP-RTK solution using the u-blox PointPerfect positioning service. We show that, even with low-cost GNSS equipment, it is possible to obtain a precision of one centimeter. We conclude that these devices provide an excellent basis for the densification of existing GNSS monitoring networks, as needed for strong-motion seismology and earthquake-early-warning.</description><subject>Accuracy</subject><subject>Ambiguity</subject><subject>Antennas</subject><subject>Arm</subject><subject>Densification</subject><subject>Earthquakes</subject><subject>Equipment costs</subject><subject>Global navigation satellite system</subject><subject>GNSS instrumentation</subject><subject>Ionosphere</subject><subject>Kinematics</subject><subject>Low cost</subject><subject>low-cost GNSS</subject><subject>Monitoring</subject><subject>Open source software</subject><subject>PPP-AR</subject><subject>precision and accuracy</subject><subject>Quality assessment</subject><subject>Real time</subject><subject>real-time kinematic PPP</subject><subject>Receivers & amplifiers</subject><subject>Remote sensing</subject><subject>Robot arms</subject><subject>Satellites</subject><subject>Seismic activity</subject><subject>Seismology</subject><subject>Software</subject><subject>Stability analysis</subject><subject>Static tests</subject><subject>strong-motion seismology</subject><subject>Warning systems</subject><subject>Weight reduction</subject><issn>2072-4292</issn><issn>2072-4292</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpNUcFKAzEUXETBUnvxCwLehNXkJbvZeCu1arFqsXrxEtIkqynbTU22qH9vtKLO5T2GeTMDL8sOCT6hVODTEAkDXBCMd7IeYA45AwG7__b9bBDjEidQSgRmvayb-rd85GOHLm_nc6Rag-6tavIHt7JoNpudoWGMNkbXPqPuJVHBahedb5Gvv4lNvmj8O3oan-cXYoZqH9C1a-1KdU6jG9-6zoev4-F63TidWN_Gg2yvVk20g5_Zzx4vxg-jq3x6dzkZDae5BkG6XAhScaOJgRpIWYGm2gpDAArQtqKKc0U1JPCiLBaaVZwAM7qugFhsi5L2s8nW13i1lOvgVip8SK-c_CZ8eJYqpJ6NlayAgpXCmJJaRnjyYguNsQWTEjkzyeto67UO_nVjYyeXfhPaVF8Ch6qAihFIquOtSgcfY7D1byrB8utJ8u9J9BM8j4Bx</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Hohensinn, Roland</creator><creator>Stauffer, Raphael</creator><creator>Glaner, Marcus Franz</creator><creator>Herrera Pinzón, Iván Darío</creator><creator>Vuadens, Elie</creator><creator>Rossi, Yara</creator><creator>Clinton, John</creator><creator>Rothacher, Markus</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7QR</scope><scope>7SC</scope><scope>7SE</scope><scope>7SN</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L6V</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4438-7780</orcidid><orcidid>https://orcid.org/0000-0002-2351-6179</orcidid><orcidid>https://orcid.org/0000-0001-9617-2920</orcidid></search><sort><creationdate>20221001</creationdate><title>Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications</title><author>Hohensinn, Roland ; Stauffer, Raphael ; Glaner, Marcus Franz ; Herrera Pinzón, Iván Darío ; Vuadens, Elie ; Rossi, Yara ; Clinton, John ; Rothacher, Markus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Accuracy</topic><topic>Ambiguity</topic><topic>Antennas</topic><topic>Arm</topic><topic>Densification</topic><topic>Earthquakes</topic><topic>Equipment costs</topic><topic>Global navigation satellite system</topic><topic>GNSS instrumentation</topic><topic>Ionosphere</topic><topic>Kinematics</topic><topic>Low cost</topic><topic>low-cost GNSS</topic><topic>Monitoring</topic><topic>Open source software</topic><topic>PPP-AR</topic><topic>precision and accuracy</topic><topic>Quality assessment</topic><topic>Real time</topic><topic>real-time kinematic PPP</topic><topic>Receivers & amplifiers</topic><topic>Remote sensing</topic><topic>Robot arms</topic><topic>Satellites</topic><topic>Seismic activity</topic><topic>Seismology</topic><topic>Software</topic><topic>Stability analysis</topic><topic>Static tests</topic><topic>strong-motion seismology</topic><topic>Warning systems</topic><topic>Weight reduction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hohensinn, Roland</creatorcontrib><creatorcontrib>Stauffer, Raphael</creatorcontrib><creatorcontrib>Glaner, Marcus Franz</creatorcontrib><creatorcontrib>Herrera Pinzón, Iván Darío</creatorcontrib><creatorcontrib>Vuadens, Elie</creatorcontrib><creatorcontrib>Rossi, Yara</creatorcontrib><creatorcontrib>Clinton, John</creatorcontrib><creatorcontrib>Rothacher, Markus</creatorcontrib><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Ecology Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Database (1962 - current)</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>ProQuest Engineering Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Engineering Database</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering collection</collection><collection>Directory of Open Access Journals</collection><jtitle>Remote sensing (Basel, Switzerland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hohensinn, Roland</au><au>Stauffer, Raphael</au><au>Glaner, Marcus Franz</au><au>Herrera Pinzón, Iván Darío</au><au>Vuadens, Elie</au><au>Rossi, Yara</au><au>Clinton, John</au><au>Rothacher, Markus</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications</atitle><jtitle>Remote sensing (Basel, Switzerland)</jtitle><date>2022-10-01</date><risdate>2022</risdate><volume>14</volume><issue>20</issue><spage>5100</spage><pages>5100-</pages><issn>2072-4292</issn><eissn>2072-4292</eissn><abstract>With the availability of low-cost, mass-market dual-frequency GNSS (Global Navigation Satellite System) receivers, standalone processing methods such as Precise Point Positioning (PPP) are no longer restricted to geodetic-grade GNSS equipment only. However, with cheaper equipment, data quality is expected to degrade. This same principle also affects low-cost GNSS antennas, which usually suffer from poorer multipath mitigation and higher antenna noise compared to their geodetic-grade counterparts. This work assesses the quality of a particular piece of low-cost GNSS equipment for real-time PPP and high-rate dynamic monitoring applications, such as strong-motion seismology. We assembled the u-blox ZED-F9P chip in a small and light-weight data logger. With observational data from static experiments—which are processed under kinematic conditions—we assess the precision and stability of the displacement estimates. We tested the impact of different multi-band antenna types, including geodetic medium-grade helical-type (JAVAD GrAnt-G3T), as well as a low-cost helical (Ardusimple AS-ANT2B-CAL) and a patch-type (u-blox ANN-MB) antenna. Besides static tests for the assessment of displacement precision, strong-motion dynamic ground movements are simulated with a robot arm. For cross-validation, we collected measurements with a JAVAD SIGMA G3T geodetic-grade receiver. In terms of precision, we cross-compare the results of three different dual-frequency, real-time PPP solutions: (1) an ambiguity-float solution using the Centre National d’Études Spatiales (CNES) open-source software, (2) an ambiguity-float and an AR (ambiguity-resolved) solution using the raPPPid software from TU Vienna, and (3) and a PPP-RTK solution using the u-blox PointPerfect positioning service. We show that, even with low-cost GNSS equipment, it is possible to obtain a precision of one centimeter. We conclude that these devices provide an excellent basis for the densification of existing GNSS monitoring networks, as needed for strong-motion seismology and earthquake-early-warning.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/rs14205100</doi><orcidid>https://orcid.org/0000-0003-4438-7780</orcidid><orcidid>https://orcid.org/0000-0002-2351-6179</orcidid><orcidid>https://orcid.org/0000-0001-9617-2920</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2072-4292 |
ispartof | Remote sensing (Basel, Switzerland), 2022-10, Vol.14 (20), p.5100 |
issn | 2072-4292 2072-4292 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_4525469dd63e4174874bc00e2d9d174d |
source | Publicly Available Content (ProQuest) |
subjects | Accuracy Ambiguity Antennas Arm Densification Earthquakes Equipment costs Global navigation satellite system GNSS instrumentation Ionosphere Kinematics Low cost low-cost GNSS Monitoring Open source software PPP-AR precision and accuracy Quality assessment Real time real-time kinematic PPP Receivers & amplifiers Remote sensing Robot arms Satellites Seismic activity Seismology Software Stability analysis Static tests strong-motion seismology Warning systems Weight reduction |
title | Low-Cost GNSS and Real-Time PPP: Assessing the Precision of the u-blox ZED-F9P for Kinematic Monitoring Applications |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-21T10%3A02%3A25IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Low-Cost%20GNSS%20and%20Real-Time%20PPP:%20Assessing%20the%20Precision%20of%20the%20u-blox%20ZED-F9P%20for%20Kinematic%20Monitoring%20Applications&rft.jtitle=Remote%20sensing%20(Basel,%20Switzerland)&rft.au=Hohensinn,%20Roland&rft.date=2022-10-01&rft.volume=14&rft.issue=20&rft.spage=5100&rft.pages=5100-&rft.issn=2072-4292&rft.eissn=2072-4292&rft_id=info:doi/10.3390/rs14205100&rft_dat=%3Cproquest_doaj_%3E2728528412%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c291t-99187dc1d2f21682c3ce9d12252ce83a77a3c22227565bc487124dcf821e0e563%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2728528412&rft_id=info:pmid/&rfr_iscdi=true |