{"id":"https://openalex.org/W4205741841","doi":"https://doi.org/10.1109/twc.2022.3142064","title":"Long Short-Term Indoor Positioning System via Evolving Knowledge Transfer","display_name":"Long Short-Term Indoor Positioning System via Evolving Knowledge Transfer","publication_year":2022,"publication_date":"2022-01-19","ids":{"openalex":"https://openalex.org/W4205741841","doi":"https://doi.org/10.1109/twc.2022.3142064"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2022.3142064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3142064","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-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/A5100412906","display_name":"Lin Li","orcid":"https://orcid.org/0000-0002-8383-7468"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Li","raw_affiliation_strings":["Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078969111","display_name":"Xiansheng Guo","orcid":"https://orcid.org/0000-0002-8440-1607"},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiansheng Guo","raw_affiliation_strings":["Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China","Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, China","institution_ids":["https://openalex.org/I4210123686","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717545","display_name":"Yukun Zhang","orcid":"https://orcid.org/0000-0002-7283-5678"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Zhang","raw_affiliation_strings":["Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008864376","display_name":"Nirwan Ansari","orcid":"https://orcid.org/0000-0001-8541-3565"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nirwan Ansari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Advanced Networking Laboratory, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Advanced Networking Laboratory, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100785158","display_name":"Huiyong Li","orcid":"https://orcid.org/0009-0002-3183-6161"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyong Li","raw_affiliation_strings":["Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100412906"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":2.836,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.90889239,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"21","issue":"7","first_page":"5556","last_page":"5572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10860","display_name":"Speech and Audio Processing","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.960099995136261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8288277387619019},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7425626516342163},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5350428819656372},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4974696934223175},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4806212782859802},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46791747212409973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4650114178657532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4175824820995331},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3468478322029114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3244360387325287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8288277387619019},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7425626516342163},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5350428819656372},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4974696934223175},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4806212782859802},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46791747212409973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4650114178657532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4175824820995331},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3468478322029114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3244360387325287},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2022.3142064","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3142064","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G4860802326","display_name":null,"funder_award_id":"61771114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5129411042","display_name":null,"funder_award_id":"62171086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1486606806","https://openalex.org/W1947853012","https://openalex.org/W2051376734","https://openalex.org/W2089695767","https://openalex.org/W2091107418","https://openalex.org/W2115403315","https://openalex.org/W2143228105","https://openalex.org/W2170102584","https://openalex.org/W2170240475","https://openalex.org/W2309512289","https://openalex.org/W2422697180","https://openalex.org/W2527234754","https://openalex.org/W2564810971","https://openalex.org/W2591061551","https://openalex.org/W2602480929","https://openalex.org/W2616287544","https://openalex.org/W2740361506","https://openalex.org/W2757532152","https://openalex.org/W2762270358","https://openalex.org/W2763697523","https://openalex.org/W2764026391","https://openalex.org/W2770281069","https://openalex.org/W2787516708","https://openalex.org/W2891088180","https://openalex.org/W2917771750","https://openalex.org/W2941009020","https://openalex.org/W2951211023","https://openalex.org/W2955547856","https://openalex.org/W2963552212","https://openalex.org/W2971655350","https://openalex.org/W2985031189","https://openalex.org/W2995103770","https://openalex.org/W2995710070","https://openalex.org/W2996054402","https://openalex.org/W2997382637","https://openalex.org/W3015464588","https://openalex.org/W3034216243","https://openalex.org/W3092619364","https://openalex.org/W3098870078","https://openalex.org/W3100636130","https://openalex.org/W3102463400","https://openalex.org/W3106644101","https://openalex.org/W3121381145","https://openalex.org/W3126469890","https://openalex.org/W3168497247","https://openalex.org/W3189529427","https://openalex.org/W4231756768","https://openalex.org/W4244633107","https://openalex.org/W6640832198"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W156213964","https://openalex.org/W2050960118"],"abstract_inverted_index":{"Traditional":[0],"fingerprint-based":[1],"positioning":[2,113],"approaches":[3],"work":[4],"well":[5],"on":[6,217],"static":[7],"data;":[8],"they":[9],"cannot":[10],"handle":[11],"scenarios":[12],"where":[13],"the":[14,17,22,88,103,115,124,149,169,175,185,222,225,230],"data":[15,45],"distribution,":[16],"feature":[18,116],"space":[19,117,207],"and":[20,85,114,198],"even":[21],"signal":[23],"source":[24,137],"evolve":[25],"over":[26],"time,":[27],"which":[28,53,134,209,228],"are":[29],"ubiquitous":[30],"in":[31,59,111,119,143,235],"real-world":[32,219],"applications.":[33],"One":[34],"straightforward":[35],"approach":[36],"for":[37,47,94,168],"circumventing":[38],"these":[39],"difficulties":[40],"is":[41,54],"to":[42,139,154],"repeat":[43],"labeled":[44,166],"calibration":[46,180],"maintaining":[48],"an":[49,129,144,159],"up-to-date":[50],"fingerprint":[51],"database,":[52],"usually":[55],"infeasible":[56],"or":[57],"expensive":[58],"large-scale":[60],"indoor":[61,71],"environments.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,127,152,201,210],"propose":[67],"a":[68,95,204],"Long":[69],"Short-Term":[70],"Positioning":[72],"(LSTP)":[73],"framework":[74],"that":[75],"enables":[76],"adaptation":[77],"at":[78],"different":[79,190],"time":[80,161,171,191],"scales":[81],"with":[82,163,193],"low":[83],"human-effort,":[84],"thus":[86,173],"extends":[87],"effectiveness":[89],"of":[90,165,178,224],"existing":[91],"fingerprinting":[92],"techniques":[93],"more":[96],"generalized":[97],"environment.":[98],"Specifically,":[99],"LSTP":[100],"mainly":[101],"considers":[102],"distribution":[104,141],"discrepancy":[105],"caused":[106],"by":[107,233],"continuous":[108],"environmental":[109],"dynamics":[110],"short-term":[112],"heterogeneity":[118],"long-term":[120],"positioning.":[121],"To":[122,147],"address":[123,148],"first":[125],"challenge,":[126,151],"design":[128],"incremental":[130],"ensemble":[131],"localization":[132],"model":[133,199],"leverages":[135],"multiple":[136],"classifiers":[138],"resolve":[140],"differences":[142],"online":[145],"manner.":[146],"second":[150],"seek":[153],"borrow":[155],"knowledge":[156],"learned":[157],"from":[158,208],"earlier":[160],"period":[162],"plenty":[164],"samples":[167],"current":[170],"period,":[172],"reducing":[174],"required":[176],"number":[177],"new":[179],"samples.":[181],"By":[182],"fully":[183],"capturing":[184],"transferable":[186],"spatial":[187],"information":[188],"across":[189],"periods":[192],"multi-level":[194],"constraints":[195],"(sample,":[196],"feature,":[197],"levels),":[200],"can":[202,211],"study":[203],"discriminative":[205],"domain-invariant":[206],"make":[212],"better":[213],"predictions.":[214],"The":[215],"experiments":[216],"three":[218],"datasets":[220],"demonstrate":[221],"superiority":[223],"proposed":[226],"framework,":[227],"outperforms":[229],"state-of-the-art":[231],"systems":[232],"18%":[234],"mean":[236],"accuracy.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}