{"id":"https://openalex.org/W2970014731","doi":"https://doi.org/10.1109/access.2019.2937975","title":"DeepTAL: Deep Learning for TDOA-Based Asynchronous Localization Security With Measurement Error and Missing Data","display_name":"DeepTAL: Deep Learning for TDOA-Based Asynchronous Localization Security With Measurement Error and Missing Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970014731","doi":"https://doi.org/10.1109/access.2019.2937975","mag":"2970014731"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2937975","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937975","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817921.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101491810","display_name":"Yuan Xue","orcid":"https://orcid.org/0000-0002-8415-954X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuan Xue","raw_affiliation_strings":["National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755434","display_name":"Wei Su","orcid":"https://orcid.org/0000-0002-8578-6203"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Su","raw_affiliation_strings":["National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648099","display_name":"Hongchao Wang","orcid":"https://orcid.org/0000-0001-7905-2513"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongchao Wang","raw_affiliation_strings":["National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071654735","display_name":"Dong Yang","orcid":"https://orcid.org/0000-0003-3402-3668"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Yang","raw_affiliation_strings":["National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031014048","display_name":"Yemeng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yemeng Jiang","raw_affiliation_strings":["National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Next Generation Internet Interconnection Devices, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101491810"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4477,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.82600876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"122492","last_page":"122502"},"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.9911999702453613,"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/multilateration","display_name":"Multilateration","score":0.9794135093688965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8115843534469604},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7565622329711914},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5955504179000854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47507399320602417},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47059881687164307},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4428136944770813},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4163439869880676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3968629837036133},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3313159942626953},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1138303279876709},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07507744431495667}],"concepts":[{"id":"https://openalex.org/C104037064","wikidata":"https://www.wikidata.org/wiki/Q1640884","display_name":"Multilateration","level":3,"score":0.9794135093688965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115843534469604},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7565622329711914},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5955504179000854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47507399320602417},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47059881687164307},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4428136944770813},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4163439869880676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3968629837036133},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3313159942626953},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1138303279876709},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07507744431495667},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2937975","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937975","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:be8be105d08b43109f644193d4b26f7c","is_oa":true,"landing_page_url":"https://doaj.org/article/be8be105d08b43109f644193d4b26f7c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 122492-122502 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2937975","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937975","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817921.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8260795663","display_name":null,"funder_award_id":"61771040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8305276883","display_name":null,"funder_award_id":"170101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8420876752","display_name":null,"funder_award_id":"61701018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8517960859","display_name":null,"funder_award_id":"6177104","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970014731.pdf","grobid_xml":"https://content.openalex.org/works/W2970014731.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1689711448","https://openalex.org/W2015351323","https://openalex.org/W2076063813","https://openalex.org/W2191157981","https://openalex.org/W2292530017","https://openalex.org/W2309512289","https://openalex.org/W2344294642","https://openalex.org/W2461385458","https://openalex.org/W2480680997","https://openalex.org/W2485070318","https://openalex.org/W2576345160","https://openalex.org/W2578329429","https://openalex.org/W2604710118","https://openalex.org/W2757436003","https://openalex.org/W2768145272","https://openalex.org/W2783742330","https://openalex.org/W2786070938","https://openalex.org/W2790167672","https://openalex.org/W2794396553","https://openalex.org/W2804966282","https://openalex.org/W2808535700","https://openalex.org/W2810625223","https://openalex.org/W2900376989","https://openalex.org/W2902750893","https://openalex.org/W2903220199","https://openalex.org/W2914472509","https://openalex.org/W2916659873","https://openalex.org/W2945382853","https://openalex.org/W2946583690","https://openalex.org/W2949862620","https://openalex.org/W2952348863","https://openalex.org/W2962799344","https://openalex.org/W2964029185","https://openalex.org/W4299838440","https://openalex.org/W6730329805","https://openalex.org/W6742632731"],"related_works":["https://openalex.org/W2380293945","https://openalex.org/W1972023576","https://openalex.org/W1500522817","https://openalex.org/W2036746722","https://openalex.org/W2004216560","https://openalex.org/W3004131666","https://openalex.org/W2040175459","https://openalex.org/W2373813270","https://openalex.org/W2120877146","https://openalex.org/W1980801634"],"abstract_inverted_index":{"The":[0,33,81,174,210,247],"demand":[1],"for":[2,132],"accurate":[3,161],"localization":[4,28,39,67,79,93,130,134,150,162,242,260],"in":[5,14,45,104,123,147,164,257],"complex":[6],"environments":[7],"continues":[8],"to":[9,138,194],"increase":[10,221],"despite":[11],"the":[12,64,75,78,84,89,92,116,154,165,203,226,236,251,259],"difficulty":[13],"extracting":[15],"positional":[16],"information":[17],"from":[18],"measurements":[19,142,179],"are":[20],"not":[21],"yet":[22],"complete.":[23],"Like":[24],"any":[25],"other":[26],"process,":[27],"also":[29],"has":[30],"security":[31],"requirements.":[32],"use":[34],"of":[35,63,77,83,91,118,167,202],"ultra-wideband":[36],"(UWB)":[37],"indoor":[38],"systems":[40],"have":[41,52],"recently":[42],"grown":[43],"quickly":[44],"industries,":[46],"with":[47,177,244],"a":[48,119,140,196],"reliable,":[49],"fast,":[50],"and":[51,94,199,207,220],"high":[53],"accuracy":[54,76,82,90],"performances.":[55],"In":[56],"particular,":[57],"time":[58,101,181],"difference-of-arrival":[59],"(TDOA)":[60],"is":[61,87,109,191,229,255],"one":[62],"widely":[65],"used":[66],"models.":[68],"However,":[69],"as":[70,100,262],"TDOA":[71,85,141,168,178,208],"measurement":[72,86,121,169,263],"errors":[73,103,170,264],"increase,":[74],"decreases.":[80],"influenced":[88],"affected":[95],"by":[96,111,232],"multiple":[97],"factors":[98],"such":[99],"synchronization,":[102],"sensor":[105,120],"positions,":[106],"missing":[107,145,172,266],"data":[108,146,163],"caused":[110],"network":[112,184,211],"attack.":[113],"To":[114],"reduce":[115],"influence":[117],"error":[122,143],"localization,":[124],"this":[125],"paper":[126],"proposes":[127],"an":[128,148,240],"improved":[129],"algorithm":[131,175,238,254],"source":[133],"using":[135],"deep":[136],"learning":[137,198],"address":[139],"or":[144,171,265],"asynchronous":[149,241],"called":[151],"DeepTAL.":[152],"Unlike":[153],"conventional":[155],"algorithm,":[156],"DeepTAL":[157,237,253],"can":[158,212],"obtain":[159],"highly":[160],"presence":[166],"data.":[173,267],"starts":[176],"without":[180],"synchronization.":[182],"A":[183],"based":[185],"on":[186,239],"Long":[187],"Short-Term":[188],"Memory":[189],"(LSTM)":[190],"then":[192],"applied":[193],"achieve":[195],"stronger":[197],"better":[200],"representation":[201],"determined":[204],"target":[205,227],"state":[206],"prediction.":[209],"express":[213],"features":[214],"more":[215],"abstractly":[216],"at":[217],"higher":[218],"levels":[219],"recognition":[222],"accuracy.":[223],"After":[224],"that,":[225],"node":[228],"accurately":[230],"located":[231],"TDOAs.":[233],"We":[234],"implement":[235],"system":[243],"UWB":[245],"signals.":[246],"experiments":[248],"show":[249],"that":[250],"proposed":[252],"efficient":[256],"improving":[258],"precision":[261]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
