Ionospheric Anomaly Detection to Support the BDSBAS
Corrections and integrity bounds of the ionospheric delay generated at the Satellite-Based Augmentation System (SBAS) for aviation users may confront a wide range of ionospheric conditions over its update interval. Ionospheric irregularities affecting Single Frequency (SF) SBAS can cause the risk of...
Gespeichert in:
Veröffentlicht in: | IEEE access 2020, Vol.8, p.1691-1704 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1704 |
---|---|
container_issue | |
container_start_page | 1691 |
container_title | IEEE access |
container_volume | 8 |
creator | Bao, Junjie Li, Rui Liu, Yutong Liu, Yaxi Shao, Bo |
description | Corrections and integrity bounds of the ionospheric delay generated at the Satellite-Based Augmentation System (SBAS) for aviation users may confront a wide range of ionospheric conditions over its update interval. Ionospheric irregularities affecting Single Frequency (SF) SBAS can cause the risk of service integrity and a loss of service continuity. The aim of the Ionospheric Anomaly Detection (IAD) scheme is to detect the effect of ionospheric irregularities on the SBAS SF service operational capability over China. It will help in establishing statistical anomaly models and then provides a high level of service for aviation users. The IAD scheme uses a fusion protocol to reach consensus among subdetectors, which monitor different ionospheric features. Moreover, the threshold of every sub-detector is derived based on system availability. We analyze the IAD scheme by practical ionosphere observations recorded at the crustal movement observation network of China in 2015. It successfully identifies ionospheric anomalies affecting SF SBAS and conforming with physical characteristics. Furthermore, it provides sufficient detection reliability. The statistical results illustrate that the difference of 95% residual error for post-ionosphere correction between normal and anomalous zones is between 1.4 m and 3.2 m. The average value is 2.1723 m. Additionally, there exist two types of ionospheric anomalies affecting SBAS SF service over China. The range is mainly at latitude 15°-35°N. The occurrence time is mainly at GPS time 4-15 h and 12-19 h, respectively. |
doi_str_mv | 10.1109/ACCESS.2019.2962233 |
format | Article |
fullrecord | <record><control><sourceid>proquest_ieee_</sourceid><recordid>TN_cdi_proquest_journals_2454727872</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>8943228</ieee_id><doaj_id>oai_doaj_org_article_7fa99e2ac49440c9b7cc0d97ee1cf84b</doaj_id><sourcerecordid>2454727872</sourcerecordid><originalsourceid>FETCH-LOGICAL-c408t-659ecb663177ca947d977a8b6f4ac761736d20ef295ae52c5aaf9eaa5de6c7143</originalsourceid><addsrcrecordid>eNpNUE1rwkAQXUoLFesv8BLoOXa_N3uM0baC0EPa87LZTGpEs-kmHvz3jY1I5zLD430MD6E5wQtCsH5Js2yd5wuKiV5QLSll7A5NKJE6ZoLJ-3_3I5p13R4PkwyQUBPENr7xXbuDULsobfzRHs7RCnpwfe2bqPdRfmpbH_qo30G0XOXLNH9CD5U9dDC77in6el1_Zu_x9uNtk6Xb2HGc9LEUGlwhJSNKOau5KrVSNilkxa1TkigmS4qholpYENQJaysN1ooSpFOEsynajL6lt3vThvpow9l4W5s_wIdvY0NfuwMYVVmtgVrHNefY6UI5h4c8AOKqhBeD1_Po1Qb_c4KuN3t_Cs3wvqFccEVVoujAYiPLBd91AapbKsHmUrYZyzaXss217EE1H1U1ANwUieaM0oT9AkUreYc</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2454727872</pqid></control><display><type>article</type><title>Ionospheric Anomaly Detection to Support the BDSBAS</title><source>IEEE Open Access Journals</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Bao, Junjie ; Li, Rui ; Liu, Yutong ; Liu, Yaxi ; Shao, Bo</creator><creatorcontrib>Bao, Junjie ; Li, Rui ; Liu, Yutong ; Liu, Yaxi ; Shao, Bo</creatorcontrib><description>Corrections and integrity bounds of the ionospheric delay generated at the Satellite-Based Augmentation System (SBAS) for aviation users may confront a wide range of ionospheric conditions over its update interval. Ionospheric irregularities affecting Single Frequency (SF) SBAS can cause the risk of service integrity and a loss of service continuity. The aim of the Ionospheric Anomaly Detection (IAD) scheme is to detect the effect of ionospheric irregularities on the SBAS SF service operational capability over China. It will help in establishing statistical anomaly models and then provides a high level of service for aviation users. The IAD scheme uses a fusion protocol to reach consensus among subdetectors, which monitor different ionospheric features. Moreover, the threshold of every sub-detector is derived based on system availability. We analyze the IAD scheme by practical ionosphere observations recorded at the crustal movement observation network of China in 2015. It successfully identifies ionospheric anomalies affecting SF SBAS and conforming with physical characteristics. Furthermore, it provides sufficient detection reliability. The statistical results illustrate that the difference of 95% residual error for post-ionosphere correction between normal and anomalous zones is between 1.4 m and 3.2 m. The average value is 2.1723 m. Additionally, there exist two types of ionospheric anomalies affecting SBAS SF service over China. The range is mainly at latitude 15°-35°N. The occurrence time is mainly at GPS time 4-15 h and 12-19 h, respectively.</description><identifier>ISSN: 2169-3536</identifier><identifier>EISSN: 2169-3536</identifier><identifier>DOI: 10.1109/ACCESS.2019.2962233</identifier><identifier>CODEN: IAECCG</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Anomalies ; Anomaly detection ; Aviation ; BDSBAS ; Delays ; Detectors ; Error correction ; Global Positioning System ; Integrity ; Ionosphere ; ionospheric anomaly detection ; Irregularities ; Monitoring ; Physical properties ; Satellite based augmentation systems ; Satellites ; service availability ; service integrity</subject><ispartof>IEEE access, 2020, Vol.8, p.1691-1704</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-659ecb663177ca947d977a8b6f4ac761736d20ef295ae52c5aaf9eaa5de6c7143</citedby><cites>FETCH-LOGICAL-c408t-659ecb663177ca947d977a8b6f4ac761736d20ef295ae52c5aaf9eaa5de6c7143</cites><orcidid>0000-0001-5891-7450 ; 0000-0001-5264-6135 ; 0000-0002-0544-1230 ; 0000-0001-9134-8966 ; 0000-0003-3241-3136</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8943228$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,860,2096,4010,27610,27900,27901,27902,54908</link.rule.ids></links><search><creatorcontrib>Bao, Junjie</creatorcontrib><creatorcontrib>Li, Rui</creatorcontrib><creatorcontrib>Liu, Yutong</creatorcontrib><creatorcontrib>Liu, Yaxi</creatorcontrib><creatorcontrib>Shao, Bo</creatorcontrib><title>Ionospheric Anomaly Detection to Support the BDSBAS</title><title>IEEE access</title><addtitle>Access</addtitle><description>Corrections and integrity bounds of the ionospheric delay generated at the Satellite-Based Augmentation System (SBAS) for aviation users may confront a wide range of ionospheric conditions over its update interval. Ionospheric irregularities affecting Single Frequency (SF) SBAS can cause the risk of service integrity and a loss of service continuity. The aim of the Ionospheric Anomaly Detection (IAD) scheme is to detect the effect of ionospheric irregularities on the SBAS SF service operational capability over China. It will help in establishing statistical anomaly models and then provides a high level of service for aviation users. The IAD scheme uses a fusion protocol to reach consensus among subdetectors, which monitor different ionospheric features. Moreover, the threshold of every sub-detector is derived based on system availability. We analyze the IAD scheme by practical ionosphere observations recorded at the crustal movement observation network of China in 2015. It successfully identifies ionospheric anomalies affecting SF SBAS and conforming with physical characteristics. Furthermore, it provides sufficient detection reliability. The statistical results illustrate that the difference of 95% residual error for post-ionosphere correction between normal and anomalous zones is between 1.4 m and 3.2 m. The average value is 2.1723 m. Additionally, there exist two types of ionospheric anomalies affecting SBAS SF service over China. The range is mainly at latitude 15°-35°N. The occurrence time is mainly at GPS time 4-15 h and 12-19 h, respectively.</description><subject>Anomalies</subject><subject>Anomaly detection</subject><subject>Aviation</subject><subject>BDSBAS</subject><subject>Delays</subject><subject>Detectors</subject><subject>Error correction</subject><subject>Global Positioning System</subject><subject>Integrity</subject><subject>Ionosphere</subject><subject>ionospheric anomaly detection</subject><subject>Irregularities</subject><subject>Monitoring</subject><subject>Physical properties</subject><subject>Satellite based augmentation systems</subject><subject>Satellites</subject><subject>service availability</subject><subject>service integrity</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNUE1rwkAQXUoLFesv8BLoOXa_N3uM0baC0EPa87LZTGpEs-kmHvz3jY1I5zLD430MD6E5wQtCsH5Js2yd5wuKiV5QLSll7A5NKJE6ZoLJ-3_3I5p13R4PkwyQUBPENr7xXbuDULsobfzRHs7RCnpwfe2bqPdRfmpbH_qo30G0XOXLNH9CD5U9dDC77in6el1_Zu_x9uNtk6Xb2HGc9LEUGlwhJSNKOau5KrVSNilkxa1TkigmS4qholpYENQJaysN1ooSpFOEsynajL6lt3vThvpow9l4W5s_wIdvY0NfuwMYVVmtgVrHNefY6UI5h4c8AOKqhBeD1_Po1Qb_c4KuN3t_Cs3wvqFccEVVoujAYiPLBd91AapbKsHmUrYZyzaXss217EE1H1U1ANwUieaM0oT9AkUreYc</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Bao, Junjie</creator><creator>Li, Rui</creator><creator>Liu, Yutong</creator><creator>Liu, Yaxi</creator><creator>Shao, Bo</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-5891-7450</orcidid><orcidid>https://orcid.org/0000-0001-5264-6135</orcidid><orcidid>https://orcid.org/0000-0002-0544-1230</orcidid><orcidid>https://orcid.org/0000-0001-9134-8966</orcidid><orcidid>https://orcid.org/0000-0003-3241-3136</orcidid></search><sort><creationdate>2020</creationdate><title>Ionospheric Anomaly Detection to Support the BDSBAS</title><author>Bao, Junjie ; Li, Rui ; Liu, Yutong ; Liu, Yaxi ; Shao, Bo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-659ecb663177ca947d977a8b6f4ac761736d20ef295ae52c5aaf9eaa5de6c7143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Anomalies</topic><topic>Anomaly detection</topic><topic>Aviation</topic><topic>BDSBAS</topic><topic>Delays</topic><topic>Detectors</topic><topic>Error correction</topic><topic>Global Positioning System</topic><topic>Integrity</topic><topic>Ionosphere</topic><topic>ionospheric anomaly detection</topic><topic>Irregularities</topic><topic>Monitoring</topic><topic>Physical properties</topic><topic>Satellite based augmentation systems</topic><topic>Satellites</topic><topic>service availability</topic><topic>service integrity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bao, Junjie</creatorcontrib><creatorcontrib>Li, Rui</creatorcontrib><creatorcontrib>Liu, Yutong</creatorcontrib><creatorcontrib>Liu, Yaxi</creatorcontrib><creatorcontrib>Shao, Bo</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science 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>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bao, Junjie</au><au>Li, Rui</au><au>Liu, Yutong</au><au>Liu, Yaxi</au><au>Shao, Bo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ionospheric Anomaly Detection to Support the BDSBAS</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2020</date><risdate>2020</risdate><volume>8</volume><spage>1691</spage><epage>1704</epage><pages>1691-1704</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract>Corrections and integrity bounds of the ionospheric delay generated at the Satellite-Based Augmentation System (SBAS) for aviation users may confront a wide range of ionospheric conditions over its update interval. Ionospheric irregularities affecting Single Frequency (SF) SBAS can cause the risk of service integrity and a loss of service continuity. The aim of the Ionospheric Anomaly Detection (IAD) scheme is to detect the effect of ionospheric irregularities on the SBAS SF service operational capability over China. It will help in establishing statistical anomaly models and then provides a high level of service for aviation users. The IAD scheme uses a fusion protocol to reach consensus among subdetectors, which monitor different ionospheric features. Moreover, the threshold of every sub-detector is derived based on system availability. We analyze the IAD scheme by practical ionosphere observations recorded at the crustal movement observation network of China in 2015. It successfully identifies ionospheric anomalies affecting SF SBAS and conforming with physical characteristics. Furthermore, it provides sufficient detection reliability. The statistical results illustrate that the difference of 95% residual error for post-ionosphere correction between normal and anomalous zones is between 1.4 m and 3.2 m. The average value is 2.1723 m. Additionally, there exist two types of ionospheric anomalies affecting SBAS SF service over China. The range is mainly at latitude 15°-35°N. The occurrence time is mainly at GPS time 4-15 h and 12-19 h, respectively.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/ACCESS.2019.2962233</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-5891-7450</orcidid><orcidid>https://orcid.org/0000-0001-5264-6135</orcidid><orcidid>https://orcid.org/0000-0002-0544-1230</orcidid><orcidid>https://orcid.org/0000-0001-9134-8966</orcidid><orcidid>https://orcid.org/0000-0003-3241-3136</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2169-3536 |
ispartof | IEEE access, 2020, Vol.8, p.1691-1704 |
issn | 2169-3536 2169-3536 |
language | eng |
recordid | cdi_proquest_journals_2454727872 |
source | IEEE Open Access Journals; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Anomalies Anomaly detection Aviation BDSBAS Delays Detectors Error correction Global Positioning System Integrity Ionosphere ionospheric anomaly detection Irregularities Monitoring Physical properties Satellite based augmentation systems Satellites service availability service integrity |
title | Ionospheric Anomaly Detection to Support the BDSBAS |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T17%3A24%3A41IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_ieee_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Ionospheric%20Anomaly%20Detection%20to%20Support%20the%20BDSBAS&rft.jtitle=IEEE%20access&rft.au=Bao,%20Junjie&rft.date=2020&rft.volume=8&rft.spage=1691&rft.epage=1704&rft.pages=1691-1704&rft.issn=2169-3536&rft.eissn=2169-3536&rft.coden=IAECCG&rft_id=info:doi/10.1109/ACCESS.2019.2962233&rft_dat=%3Cproquest_ieee_%3E2454727872%3C/proquest_ieee_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2454727872&rft_id=info:pmid/&rft_ieee_id=8943228&rft_doaj_id=oai_doaj_org_article_7fa99e2ac49440c9b7cc0d97ee1cf84b&rfr_iscdi=true |