{"id":"https://openalex.org/W4402216478","doi":"https://doi.org/10.1109/jiot.2024.3454215","title":"Wearable Electronic Glove and Multilayer Para-LSTM-CNN-Based Method for Sign Language Recognition","display_name":"Wearable Electronic Glove and Multilayer Para-LSTM-CNN-Based Method for Sign Language Recognition","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402216478","doi":"https://doi.org/10.1109/jiot.2024.3454215"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3454215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3454215","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5100416786","display_name":"Dapeng Wang","orcid":"https://orcid.org/0009-0006-4566-075X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Wang","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0006-4566-075X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingyuan Wang","orcid":"https://orcid.org/0009-0009-3922-7476"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Wang","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-3922-7476","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116479876","display_name":"Ziqi Zhang","orcid":"https://orcid.org/0009-0005-2928-5745"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Zhang","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0005-2928-5745","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103062540","display_name":"Teng Liu","orcid":"https://orcid.org/0000-0002-8788-5192"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Liu","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8788-5192","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003803625","display_name":"Chuizhou Meng","orcid":"https://orcid.org/0000-0003-4266-3745"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuizhou Meng","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4266-3745","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100611042","display_name":"Shijie Guo","orcid":"https://orcid.org/0000-0002-1335-2852"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Guo","raw_affiliation_strings":["State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-1335-2852","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Reliability and Intelligence of Electrical Equipment, the Engineering Research Center of Ministry of Education for Intelligent Rehabilitation Device and Detection Technology, the Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, and the School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.418,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92489244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":"24","first_page":"40787","last_page":"40799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.8426766395568848},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.757242739200592},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.5426379442214966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5200114846229553},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4768168330192566},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4649540185928345},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.4390599727630615},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.41294023394584656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3500214219093323},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20078346133232117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8426766395568848},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.757242739200592},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.5426379442214966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5200114846229553},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4768168330192566},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4649540185928345},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.4390599727630615},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.41294023394584656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3500214219093323},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20078346133232117},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3454215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3454215","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G2871496490","display_name":null,"funder_award_id":"2022YFC3601400","funder_id":"https://openalex.org/F4320327808","funder_display_name":"Yunnan Key Research and Development Program"},{"id":"https://openalex.org/G5230917427","display_name":null,"funder_award_id":"22JCZDJC00630","funder_id":"https://openalex.org/F4320335961","funder_display_name":"National Science and Technology Planning Project"}],"funders":[{"id":"https://openalex.org/F4320327808","display_name":"Yunnan Key Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335961","display_name":"National Science and Technology Planning Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2270470215","https://openalex.org/W2516046201","https://openalex.org/W2618530766","https://openalex.org/W2736191430","https://openalex.org/W2771247593","https://openalex.org/W2891283527","https://openalex.org/W2893038386","https://openalex.org/W2921988675","https://openalex.org/W2944490436","https://openalex.org/W2947434510","https://openalex.org/W2963738673","https://openalex.org/W2963935481","https://openalex.org/W3011785450","https://openalex.org/W3021673939","https://openalex.org/W3037486115","https://openalex.org/W3045185600","https://openalex.org/W3048782549","https://openalex.org/W3117080414","https://openalex.org/W3159051549","https://openalex.org/W3176225728","https://openalex.org/W3196106467","https://openalex.org/W3196461002","https://openalex.org/W3209027541","https://openalex.org/W3209394392","https://openalex.org/W3211522713","https://openalex.org/W4206652870","https://openalex.org/W4210353156","https://openalex.org/W4220788735","https://openalex.org/W4226372932","https://openalex.org/W4285079306","https://openalex.org/W4294643357","https://openalex.org/W4311191152","https://openalex.org/W4318215311","https://openalex.org/W4318586102","https://openalex.org/W4385780451","https://openalex.org/W4389317920","https://openalex.org/W4389474020","https://openalex.org/W4396877737","https://openalex.org/W4398763293","https://openalex.org/W4399107319"],"related_works":["https://openalex.org/W1989687946","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Communication":[0],"between":[1],"normal":[2],"people":[3,6,25],"and":[4,87,92,101,139,145,161,180,194,214],"hearing-impaired":[5],"is":[7,18,74,126,133,176],"usually":[8,75,104],"realized":[9],"with":[10,26,119,244],"the":[11,15,21,24,67,79,82,112,184,205,234],"sign":[12,27,30,50,98,208],"language.":[13,28],"However,":[14,53],"communication":[16],"quality":[17],"limited":[19],"by":[20,211],"familiarity":[22],"of":[23,71,81,154,183,207,226,249],"Wearable":[29],"language":[31,51,99,209],"recognition":[32,210],"systems,":[33],"especially":[34],"those":[35],"based":[36,170],"on":[37,171],"flexible":[38],"electronic":[39,117,131],"glove,":[40],"have":[41],"attracted":[42],"much":[43],"attention":[44],"due":[45],"to":[46,60,78,148,163,238],"their":[47],"efficiency":[48],"for":[49,97,228,242],"recognition.":[52],"there":[54],"are":[55,95,187],"still":[56],"two":[57],"problems":[58],"need":[59],"be":[61,159,252],"solved":[62],"in":[63,137],"current":[64,102],"research:":[65],"1)":[66],"size":[68],"or":[69],"weight":[70],"wearable":[72,116,130],"device":[73],"inversely":[76],"proportional":[77],"fineness":[80],"hand":[83,150,155],"movement":[84],"information":[85],"captured":[86,160],"2)":[88],"both":[89],"spatial":[90,181,213],"features":[91,94,173,182,216],"temporal":[93,179,215],"important":[96],"recognition,":[100],"algorithms":[103],"do":[105],"not":[106],"achieve":[107],"sufficient":[108],"extraction.":[109],"To":[110],"address":[111],"above":[113],"problems,":[114],"a":[115,222],"glove":[118,132],"new":[120],"multilayer":[121],"parallel":[122,172],"LSTM-CNN":[123],"(Para-LSTM-CNN)":[124],"network":[125,197],"proposed.":[127,177],"The":[128,178,200,218,246],"designed":[129],"only":[134],"126":[135],"g":[136],"weight,":[138],"utilizes":[140],"inertial":[141],"measurement":[142],"units":[143],"(IMUs)":[144],"Flex":[146],"sensors":[147],"capture":[149],"motion":[151,156],"signals.":[152],"41-dimensions":[153],"signals":[157,186],"can":[158,202,251],"uploaded":[162],"computer":[164],"via":[165],"Wi-Fi.":[166],"A":[167],"Para-LSTM-CNN":[168,201,250],"algorithm":[169],"extraction":[174],"strategy":[175],"sensor":[185],"extracted":[188],"through":[189],"long":[190],"short-term":[191],"memory":[192],"(LSTM)":[193],"convolutional":[195],"neural":[196],"(CNN),":[198],"respectively.":[199],"effectively":[203],"improve":[204],"accuracy":[206,225],"fusing":[212],"synchronously.":[217],"proposed":[219,235],"system":[220,236],"has":[221],"high":[223],"sign-language-recognition":[224],"97.01%":[227],"26":[229],"gestures.":[230],"Result":[231],"shows":[232],"that":[233],"promises":[237],"provide":[239],"effective":[240],"solutions":[241],"patients":[243],"hearing-impaired.":[245],"available":[247],"code":[248],"found":[253],"at":[254],"<uri":[255],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[256],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/1104162390-A/Para-LSTM-CNN/tree/main</uri>.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}