{"id":"https://openalex.org/W4297857538","doi":"https://doi.org/10.29007/smqf","title":"Airborne Navigation By Geomagnetic Field Based on LSTM","display_name":"Airborne Navigation By Geomagnetic Field Based on LSTM","publication_year":2022,"publication_date":"2022-09-20","ids":{"openalex":"https://openalex.org/W4297857538","doi":"https://doi.org/10.29007/smqf"},"language":"en","primary_location":{"id":"doi:10.29007/smqf","is_oa":false,"landing_page_url":"https://doi.org/10.29007/smqf","pdf_url":null,"source":{"id":"https://openalex.org/S4220651395","display_name":"EPiC series in computing","issn_l":"2398-7340","issn":["2398-7340"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPiC Series in Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101854992","display_name":"Xin Peng","orcid":"https://orcid.org/0000-0003-3376-2581"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Peng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008582065","display_name":"Yibo Wei","orcid":"https://orcid.org/0009-0000-7056-7393"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yibo Wei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5038718659","display_name":"Weibao Zou","orcid":"https://orcid.org/0000-0002-8648-7192"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weibao Zou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":null,"first_page":"132","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9316999912261963,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9052000045776367,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/earths-magnetic-field","display_name":"Earth's magnetic field","score":0.941129207611084},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.6503642797470093},{"id":"https://openalex.org/keywords/geodetic-datum","display_name":"Geodetic datum","score":0.6388691663742065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5212303400039673},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.42810124158859253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42022615671157837},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4140494465827942},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2507767677307129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17919746041297913},{"id":"https://openalex.org/keywords/magnetic-field","display_name":"Magnetic field","score":0.1774163544178009},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09843376278877258}],"concepts":[{"id":"https://openalex.org/C199635899","wikidata":"https://www.wikidata.org/wiki/Q6500960","display_name":"Earth's magnetic field","level":3,"score":0.941129207611084},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.6503642797470093},{"id":"https://openalex.org/C58754882","wikidata":"https://www.wikidata.org/wiki/Q1502887","display_name":"Geodetic datum","level":2,"score":0.6388691663742065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212303400039673},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.42810124158859253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42022615671157837},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4140494465827942},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2507767677307129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17919746041297913},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.1774163544178009},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09843376278877258},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.29007/smqf","is_oa":false,"landing_page_url":"https://doi.org/10.29007/smqf","pdf_url":null,"source":{"id":"https://openalex.org/S4220651395","display_name":"EPiC series in computing","issn_l":"2398-7340","issn":["2398-7340"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPiC Series in Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2019057379","https://openalex.org/W1989808455","https://openalex.org/W2366229771","https://openalex.org/W2612515138","https://openalex.org/W1982102372","https://openalex.org/W4381329014","https://openalex.org/W2028428095","https://openalex.org/W2340859935","https://openalex.org/W2031901306","https://openalex.org/W2352121962"],"abstract_inverted_index":{"To":[0],"solve":[1],"the":[2,37,52,58,61,64,70,74,80,87,95,121,128,135,144,148,153,156],"problem":[3],"of":[4,8,60,99,147,155],"low":[5],"navigation":[6,12,16,89],"accuracy":[7,154],"traditional":[9],"geomagnetic":[10,15,44,53,81,88,96,129,149,157],"matching":[11,54],"algorithm,":[13,36],"a":[14,100],"and":[17,23,90,151],"positioning":[18],"algorithm":[19],"based":[20,46],"on":[21,47],"long-term":[22],"short-term":[24],"memory":[25],"neural":[26],"network":[27],"(LSTM)":[28],"is":[29,55,67,112,139],"proposed":[30,122],"in":[31],"this":[32,35,93],"paper.":[33],"In":[34,92],"corresponding":[38,75],"geodetic":[39,76,132],"coordinates":[40,77],"are":[41,83,103,124],"derived":[42,78],"from":[43,79],"measurements":[45,130],"least-square":[48],"linear":[49],"fitting.":[50],"Therefore,":[51],"implemented.":[56],"Then":[57],"position":[59],"aircraft":[62],"at":[63],"next":[65],"time":[66],"predicted":[68],"by":[69,105],"LSTM":[71],"algorithm.":[72],"Furthermore,":[73],"sensor":[82,150],"modified":[84],"to":[85,126,131,140],"complete":[86],"positioning.":[91],"paper,":[94],"field":[97],"data":[98],"certain":[101],"region":[102],"obtained":[104],"IGRF-13.":[106],"The":[107,117],"multi-time":[108],"simulated":[109],"flight":[110],"trajectory":[111],"used":[113],"for":[114,143],"simulation":[115],"experiments.":[116],"results":[118],"show":[119],"that":[120],"methods":[123],"reliable":[125],"transform":[127],"coordinates.":[133],"Also,":[134],"artificial":[136],"intelligent":[137],"method":[138],"make":[141],"up":[142],"measurement":[145],"error":[146],"improve":[152],"navigation.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}