{"id":"https://openalex.org/W4405304534","doi":"https://doi.org/10.1109/ipin62893.2024.10786136","title":"Stability optimization of visible light indoor positioning algorithm based on single LED and Camera: using attention mechanism convolutional neural network","display_name":"Stability optimization of visible light indoor positioning algorithm based on single LED and Camera: using attention mechanism convolutional neural network","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4405304534","doi":"https://doi.org/10.1109/ipin62893.2024.10786136"},"language":"en","primary_location":{"id":"doi:10.1109/ipin62893.2024.10786136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipin62893.2024.10786136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN)","raw_type":"proceedings-article"},"type":"article","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/A5002388608","display_name":"Wenjie Ji","orcid":"https://orcid.org/0000-0002-9821-786X"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Ji","raw_affiliation_strings":["Huzhou University,School of Information Engineering,Huzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou University,School of Information Engineering,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115407492","display_name":"Xun Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xun Zhang","raw_affiliation_strings":["Institut Supérieur d‘Électronique de Paris,LISIT-ECoS,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Supérieur d‘Électronique de Paris,LISIT-ECoS,Paris,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002219799","display_name":"Zefeng Wang","orcid":"https://orcid.org/0000-0001-8735-7560"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zefeng Wang","raw_affiliation_strings":["Huzhou University,School of Information Engineering,Huzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou University,School of Information Engineering,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109682185","display_name":"Jiongnan Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiongnan Lou","raw_affiliation_strings":["Huzhou University,School of Information Engineering,Huzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou University,School of Information Engineering,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031514874","display_name":"Lianxin Hu","orcid":"https://orcid.org/0000-0001-5600-5634"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianxin Hu","raw_affiliation_strings":["Huzhou University,School of Information Engineering,Huzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou University,School of Information Engineering,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2479,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58766167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.8999999761581421,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.8999999761581421,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7497410774230957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7434678673744202},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6305667161941528},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5718345642089844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5112144947052002},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4340786933898926},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40300482511520386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1490575075149536},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06649497151374817}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7497410774230957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434678673744202},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6305667161941528},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5718345642089844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5112144947052002},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4340786933898926},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40300482511520386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1490575075149536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06649497151374817},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipin62893.2024.10786136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipin62893.2024.10786136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05005293v1","is_oa":false,"landing_page_url":"https://telecom-paris.hal.science/hal-05005293","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN), Oct 2024, Kowloon, China. pp.1-7, ⟨10.1109/IPIN62893.2024.10786136⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2022880751","https://openalex.org/W2081004296","https://openalex.org/W2109603334","https://openalex.org/W2313668006","https://openalex.org/W2316110866","https://openalex.org/W2533402265","https://openalex.org/W2560393044","https://openalex.org/W2587948979","https://openalex.org/W2735394168","https://openalex.org/W2801253293","https://openalex.org/W2899914293","https://openalex.org/W2903113038","https://openalex.org/W2933087529","https://openalex.org/W2962908660","https://openalex.org/W3034552520","https://openalex.org/W3046217496","https://openalex.org/W3094461769","https://openalex.org/W3202178821","https://openalex.org/W3212386989","https://openalex.org/W4210474826","https://openalex.org/W4291910331","https://openalex.org/W4379057511","https://openalex.org/W4386453707","https://openalex.org/W6746375932"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W4391621807","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"visible":[3],"light":[4,55],"positioning":[5,34,60,106,146],"(VLP)":[6],"techniques":[7],"have":[8],"been":[9],"gaining":[10],"popularity":[11],"in":[12],"research.":[13],"Among":[14],"them,":[15],"the":[16,29,69,97,120],"scheme":[17],"of":[18,71,135],"using":[19],"a":[20,23,105,131],"camera":[21],"as":[22],"receiver":[24,46],"is":[25,65],"more":[26],"popular,":[27],"and":[28,36,43,54,94,128],"technology":[30],"provides":[31],"low-cost,":[32],"high-precision":[33],"capability":[35],"easy":[37],"integration":[38],"with":[39],"existing":[40],"multimedia":[41],"devices":[42],"robots.":[44],"However,":[45],"pose":[47],"changes":[48],"can":[49],"lead":[50],"to":[51,96],"image":[52],"distortion":[53],"source":[56],"displacement,":[57],"significantly":[58],"increasing":[59],"errors.":[61],"Addressing":[62],"these":[63,89,101],"errors":[64,121],"crucial":[66],"for":[67,85],"enhancing":[68],"accuracy":[70],"VLP":[72],"technology.":[73],"Most":[74],"current":[75],"solutions":[76],"rely":[77],"on":[78,109],"gyroscopes":[79],"or":[80],"Inertial":[81],"Measurement":[82],"Units":[83],"(IMUs)":[84],"error":[86,147],"optimization,":[87],"but":[88],"approaches":[90],"often":[91],"add":[92],"complexity":[93],"cost":[95],"system.":[98],"To":[99],"overcome":[100],"limitations,":[102],"we":[103],"propose":[104],"algorithm":[107,142],"based":[108],"an":[110,144],"attention":[111],"mechanism":[112],"convolutional":[113],"neural":[114],"network":[115],"(CNN),":[116],"aimed":[117],"at":[118],"reducing":[119],"caused":[122],"by":[123],"angles.":[124],"We":[125],"designed":[126],"experiments":[127],"comparisons":[129],"within":[130,148],"rotation":[132],"angle":[133],"range":[134],"\u00b115":[136],"degrees.":[137],"The":[138],"results":[139],"demonstrate":[140],"that":[141],"maintains":[143],"average":[145],"5":[149],"cm.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}