{"id":"https://openalex.org/W4406202011","doi":"https://doi.org/10.1109/access.2025.3527684","title":"Study on Finger Gesture Interface Using One-Channel EMG","display_name":"Study on Finger Gesture Interface Using One-Channel EMG","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406202011","doi":"https://doi.org/10.1109/access.2025.3527684"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3527684","doi":"https://doi.org/10.1109/access.2025.3527684","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3527684","pdf_url":null,"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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3527684","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111298757","display_name":"Hee-Yeong Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hee-Yeong Yang","raw_affiliation_strings":["Department of Software Convergence Engineering, Inha University, Michuhol-gu, Incheon, South Korea","Department of Software Convergence Engineering, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Convergence Engineering, Inha University, Michuhol-gu, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Software Convergence Engineering, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105415866","display_name":"Youngshin Han","orcid":"https://orcid.org/0000-0003-2966-2684","observed_orcids":["https://orcid.org/0000-0003-2966-2684"]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Shin Han","raw_affiliation_strings":["Frontier College, Inha University, Michuhol-gu, Incheon, South Korea","Frontier College, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frontier College, Inha University, Michuhol-gu, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Frontier College, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060815239","display_name":"Choonsung Nam","orcid":"https://orcid.org/0000-0001-9238-5275","observed_orcids":["https://orcid.org/0000-0001-9238-5275"]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choon-Sung Nam","raw_affiliation_strings":["Department of Software Convergence Engineering, Inha University, Michuhol-gu, Incheon, South Korea","Department of Software Convergence Engineering, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea"],"raw_orcid":"https://orcid.org/0000-0001-9238-5275","affiliations":[{"raw_affiliation_string":"Department of Software Convergence Engineering, Inha University, Michuhol-gu, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Software Convergence Engineering, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":0.7076,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59942498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"9606","last_page":"9614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.76419997215271,"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"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.76419997215271,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.1988999992609024,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/finger-gesture-recognition","display_name":"finger gesture recognition","score":0.9639999866485596},{"id":"https://openalex.org/keywords/myoelectric-control","display_name":"myoelectric control","score":0.5080000162124634},{"id":"https://openalex.org/keywords/emg-signal-preprocessing","display_name":"EMG signal preprocessing","score":0.7760000228881836},{"id":"https://openalex.org/keywords/integrated-emg","display_name":"integrated EMG","score":0.8849999904632568},{"id":"https://openalex.org/keywords/mean-absolute-value","display_name":"mean absolute value","score":0.9929999709129333},{"id":"https://openalex.org/keywords/simple-moving-average","display_name":"simple moving average","score":0.9409999847412109},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"fast Fourier transform","score":0.8899999856948853},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.8109999895095825},{"id":"https://openalex.org/keywords/real-time-human-computer-interaction","display_name":"real-time human-computer interaction","score":0.6570000052452087},{"id":"https://openalex.org/keywords/gesture-classification","display_name":"gesture classification","score":0.5210000276565552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466326951980591},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7394521832466125},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.571438729763031},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5581339001655579},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5248363614082336},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.4360448122024536},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39794686436653137},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.28294962644577026},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13460838794708252},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3527684","doi":"https://doi.org/10.1109/access.2025.3527684","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3527684","pdf_url":null,"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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8f2cd948bdc9419f867a352656278a7c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8f2cd948bdc9419f867a352656278a7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 13, Pp 9606-9614 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3527684","doi":"https://doi.org/10.1109/access.2025.3527684","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3527684","pdf_url":null,"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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1977872363","https://openalex.org/W2134408600","https://openalex.org/W2610613018","https://openalex.org/W2795884537","https://openalex.org/W2911759660","https://openalex.org/W2998998642","https://openalex.org/W3004123089","https://openalex.org/W3011275915","https://openalex.org/W3109719334","https://openalex.org/W3182174967","https://openalex.org/W4226466323","https://openalex.org/W4256372732","https://openalex.org/W4285350329","https://openalex.org/W4302305752","https://openalex.org/W4307201126","https://openalex.org/W4310256158","https://openalex.org/W4381106986","https://openalex.org/W4389474020","https://openalex.org/W6602439392"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2066003895","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2989699735"],"abstract_inverted_index":{"Electromyography":[0],"(EMG)":[1],"is":[2],"used":[3,32,92],"to":[4,20,45,93,164],"recognize":[5],"user":[6],"finger":[7,145,167,172],"gestures":[8],"for":[9,33,83],"applications":[10],"in":[11],"real-time":[12],"interfaces.":[13],"Finger":[14],"movements":[15,176],"are":[16,30,91],"classified":[17],"by":[18,133,161],"preprocessing":[19,51,69,126],"extract":[21],"the":[22,25,41,122,148,158,178],"features":[23],"from":[24,125],"collected":[26],"EMG":[27,53,61],"data,":[28,73],"which":[29],"then":[31],"machine":[34,95,103],"learning.":[35],"The":[36,50,118],"data":[37,54,89],"were":[38,106],"extracted":[39],"using":[40,71,127,142],"overlapped":[42],"segmentation":[43],"method":[44],"ensure":[46],"sufficient":[47],"training":[48],"data.":[49],"of":[52],"uses":[55],"standard":[56],"formulae,":[57],"such":[58],"as":[59],"integrated":[60],"(IEMG)":[62],"and":[63,78,115,174],"mean":[64],"absolute":[65],"value":[66],"(MAV).":[67],"Furthermore,":[68],"involves":[70],"original":[72],"simple":[74,129],"moving":[75,130],"average":[76,131],"(SMA),":[77],"Fast":[79],"Fourier":[80,135],"transform":[81],"(FFT)":[82],"feature":[84],"extraction.":[85],"Subsequently,":[86],"these":[87],"preprocessed":[88],"sets":[90],"train":[94],"learning":[96,104],"models,":[97],"facilitating":[98],"a":[99,128,134,165],"comparative":[100],"analysis.":[101],"Four":[102],"models":[105],"used:":[107],"eXtreme":[108],"Gradient":[109],"Boost,":[110],"Random":[111],"Forest,":[112],"k-Nearest":[113],"Neighbors,":[114],"Logistic":[116],"Regression.":[117],"experimental":[119],"results":[120],"revealed":[121],"best":[123],"accuracy":[124,156],"followed":[132],"transform,":[136],"but":[137],"classification":[138],"was":[139],"not":[140],"possible":[141],"all":[143],"nine":[144],"movements.":[146],"On":[147],"other":[149],"hand,":[150],"it":[151,163],"showed":[152],"more":[153],"than":[154],"90%":[155],"because":[157],"model":[159],"learned":[160],"reducing":[162],"specific":[166],"gesture.":[168],"Rest":[169],"movements,":[170],"index":[171],"taps,":[173],"force-taps":[175],"achieved":[177],"highest":[179],"accuracy,":[180],"approximately":[181],"95%.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-01-09T00:00:00"}