Multi-epoch PPP-RTK corrections: temporal characteristics, pitfalls and user-impact
PPP-RTK corrections, aiding GNSS users to achieve single-receiver integer ambiguity-resolved parameter solutions, are often estimated in a recursive manner by a provider. Such recursive, multi-epoch, estimation of the corrections relies on a set of S -basis parameters that are chosen by the provider...
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Veröffentlicht in: | Journal of geodesy 2024-02, Vol.98 (2), Article 15 |
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creator | Psychas, D. Khodabandeh, A. Teunissen, P. J. G. |
description | PPP-RTK corrections, aiding GNSS users to achieve single-receiver integer ambiguity-resolved parameter solutions, are often estimated in a recursive manner by a provider. Such recursive, multi-epoch, estimation of the corrections relies on a set of
S
-basis parameters that are chosen by the provider so as to make the underlying measurement setup solvable. As a consequence, the provider can only estimate
estimable
forms of the corrections rather than the original corrections themselves. It is the goal of the present contribution to address the consequence of the corrections’ dependency on the provider’s
S
-basis, showcasing the characteristics of their multi-epoch solutions, thereby identifying potential pitfalls which the PPP-RTK user should avoid when evaluating such solutions. To this end, we develop a simulation platform that allows one to have full control over the properties of PPP-RTK corrections and demonstrate various misleading temporal behaviors that exist when interpreting the multi-epoch solutions of their estimable forms. The roles of the correction latency and time correlation in the multi-epoch user positioning performance are quantified, while the deviation of the user-reported positioning precision description from its user-actual counterpart is measured under a misspecified user stochastic model. |
doi_str_mv | 10.1007/s00190-024-01823-8 |
format | Article |
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S
-basis parameters that are chosen by the provider so as to make the underlying measurement setup solvable. As a consequence, the provider can only estimate
estimable
forms of the corrections rather than the original corrections themselves. It is the goal of the present contribution to address the consequence of the corrections’ dependency on the provider’s
S
-basis, showcasing the characteristics of their multi-epoch solutions, thereby identifying potential pitfalls which the PPP-RTK user should avoid when evaluating such solutions. To this end, we develop a simulation platform that allows one to have full control over the properties of PPP-RTK corrections and demonstrate various misleading temporal behaviors that exist when interpreting the multi-epoch solutions of their estimable forms. The roles of the correction latency and time correlation in the multi-epoch user positioning performance are quantified, while the deviation of the user-reported positioning precision description from its user-actual counterpart is measured under a misspecified user stochastic model.</description><identifier>ISSN: 0949-7714</identifier><identifier>EISSN: 1432-1394</identifier><identifier>DOI: 10.1007/s00190-024-01823-8</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Earth and Environmental Science ; Earth Sciences ; Geophysics/Geodesy ; Original Article ; Stochastic models</subject><ispartof>Journal of geodesy, 2024-02, Vol.98 (2), Article 15</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c270t-bcd65e55fdde885e50ba56f197b52327dc7a7fdaa2151f4fce508403768607a33</cites><orcidid>0000-0003-4143-6006 ; 0000-0002-5051-8233 ; 0000-0002-0829-8644</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00190-024-01823-8$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00190-024-01823-8$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27923,27924,41487,42556,51318</link.rule.ids></links><search><creatorcontrib>Psychas, D.</creatorcontrib><creatorcontrib>Khodabandeh, A.</creatorcontrib><creatorcontrib>Teunissen, P. J. G.</creatorcontrib><title>Multi-epoch PPP-RTK corrections: temporal characteristics, pitfalls and user-impact</title><title>Journal of geodesy</title><addtitle>J Geod</addtitle><description>PPP-RTK corrections, aiding GNSS users to achieve single-receiver integer ambiguity-resolved parameter solutions, are often estimated in a recursive manner by a provider. Such recursive, multi-epoch, estimation of the corrections relies on a set of
S
-basis parameters that are chosen by the provider so as to make the underlying measurement setup solvable. As a consequence, the provider can only estimate
estimable
forms of the corrections rather than the original corrections themselves. It is the goal of the present contribution to address the consequence of the corrections’ dependency on the provider’s
S
-basis, showcasing the characteristics of their multi-epoch solutions, thereby identifying potential pitfalls which the PPP-RTK user should avoid when evaluating such solutions. To this end, we develop a simulation platform that allows one to have full control over the properties of PPP-RTK corrections and demonstrate various misleading temporal behaviors that exist when interpreting the multi-epoch solutions of their estimable forms. The roles of the correction latency and time correlation in the multi-epoch user positioning performance are quantified, while the deviation of the user-reported positioning precision description from its user-actual counterpart is measured under a misspecified user stochastic model.</description><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Geophysics/Geodesy</subject><subject>Original Article</subject><subject>Stochastic models</subject><issn>0949-7714</issn><issn>1432-1394</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LxDAURYMoOI7-AVcBt0bz1SR1J4NfOGLRcR0yaeJ06LQ1SRf-e6MV3Ll6j8e598EB4JTgC4KxvIwYkxIjTDnCRFGG1B6YEc4oIqzk-2CGS14iKQk_BEcxbjMuCyVm4PVpbFOD3NDbDayqCr2sHqHtQ3A2NX0Xr2Byu6EPpoV2Y4KxyYUmpsbGczg0yZu2jdB0NRyjC6jZDZk4Bgf5Ht3J75yDt9ub1eIeLZ_vHhbXS2SpxAmtbS0KVxS-rp1SecNrUwhPSrkuKKOyttJIXxtDSUE89zYTimMmhRJYGsbm4GzqHUL_MbqY9LYfQ5dfalpSJQgVimSKTpQNfYzBeT2EZmfCpyZYf8vTkzyd5ekfeVrlEJtCMcPduwt_1f-kvgCal3IC</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Psychas, D.</creator><creator>Khodabandeh, A.</creator><creator>Teunissen, P. J. G.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7TN</scope><scope>F1W</scope><scope>H96</scope><scope>KL.</scope><scope>L.G</scope><orcidid>https://orcid.org/0000-0003-4143-6006</orcidid><orcidid>https://orcid.org/0000-0002-5051-8233</orcidid><orcidid>https://orcid.org/0000-0002-0829-8644</orcidid></search><sort><creationdate>20240201</creationdate><title>Multi-epoch PPP-RTK corrections: temporal characteristics, pitfalls and user-impact</title><author>Psychas, D. ; Khodabandeh, A. ; Teunissen, P. J. G.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c270t-bcd65e55fdde885e50ba56f197b52327dc7a7fdaa2151f4fce508403768607a33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Geophysics/Geodesy</topic><topic>Original Article</topic><topic>Stochastic models</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Psychas, D.</creatorcontrib><creatorcontrib>Khodabandeh, A.</creatorcontrib><creatorcontrib>Teunissen, P. J. G.</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Journal of geodesy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Psychas, D.</au><au>Khodabandeh, A.</au><au>Teunissen, P. J. G.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-epoch PPP-RTK corrections: temporal characteristics, pitfalls and user-impact</atitle><jtitle>Journal of geodesy</jtitle><stitle>J Geod</stitle><date>2024-02-01</date><risdate>2024</risdate><volume>98</volume><issue>2</issue><artnum>15</artnum><issn>0949-7714</issn><eissn>1432-1394</eissn><abstract>PPP-RTK corrections, aiding GNSS users to achieve single-receiver integer ambiguity-resolved parameter solutions, are often estimated in a recursive manner by a provider. Such recursive, multi-epoch, estimation of the corrections relies on a set of
S
-basis parameters that are chosen by the provider so as to make the underlying measurement setup solvable. As a consequence, the provider can only estimate
estimable
forms of the corrections rather than the original corrections themselves. It is the goal of the present contribution to address the consequence of the corrections’ dependency on the provider’s
S
-basis, showcasing the characteristics of their multi-epoch solutions, thereby identifying potential pitfalls which the PPP-RTK user should avoid when evaluating such solutions. To this end, we develop a simulation platform that allows one to have full control over the properties of PPP-RTK corrections and demonstrate various misleading temporal behaviors that exist when interpreting the multi-epoch solutions of their estimable forms. The roles of the correction latency and time correlation in the multi-epoch user positioning performance are quantified, while the deviation of the user-reported positioning precision description from its user-actual counterpart is measured under a misspecified user stochastic model.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s00190-024-01823-8</doi><orcidid>https://orcid.org/0000-0003-4143-6006</orcidid><orcidid>https://orcid.org/0000-0002-5051-8233</orcidid><orcidid>https://orcid.org/0000-0002-0829-8644</orcidid></addata></record> |
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title | Multi-epoch PPP-RTK corrections: temporal characteristics, pitfalls and user-impact |
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