{"id":"https://openalex.org/W4400908504","doi":"https://doi.org/10.1109/siu61531.2024.10600778","title":"Hand Movement Classification with Four Channel EMG Signals for Underactuated Hand Prosthesis Test Platform","display_name":"Hand Movement Classification with Four Channel EMG Signals for Underactuated Hand Prosthesis Test Platform","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4400908504","doi":"https://doi.org/10.1109/siu61531.2024.10600778"},"language":"en","primary_location":{"id":"doi:10.1109/siu61531.2024.10600778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10600778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","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/A5001307249","display_name":"Atila Y\u0131lmaz","orcid":"https://orcid.org/0000-0001-9459-8493"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Atila Y\u0131lmaz","raw_affiliation_strings":["Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971271","display_name":"Bar\u0131\u015f B\u00fcy\u00fcky\u0131lmaz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bar\u0131\u015f B\u00fcy\u00fcky\u0131lmaz","raw_affiliation_strings":["Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971272","display_name":"Hasan Can Sert","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hasan Can Sert","raw_affiliation_strings":["Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104971273","display_name":"O\u011fulcan U\u011furo\u011flu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"O\u011fulcan U\u011furo\u011flu","raw_affiliation_strings":["Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089400960","display_name":"Ayber Eray Alg\u00fcner","orcid":"https://orcid.org/0000-0003-0822-3957"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ayber Eray Alg\u00fcner","raw_affiliation_strings":["Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hacettepe Üniversitesi,Elektrik ve Elektronik Mühendisliği Bölümü,Ankara,Türkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4884,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59692128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9955000281333923,"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":0.9955000281333923,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9771999716758728,"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/underactuation","display_name":"Underactuation","score":0.7121412754058838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6212660670280457},{"id":"https://openalex.org/keywords/prosthetic-hand","display_name":"Prosthetic hand","score":0.5129956603050232},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.48724165558815},{"id":"https://openalex.org/keywords/prosthesis","display_name":"Prosthesis","score":0.4801694452762604},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.456615149974823},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.42637407779693604},{"id":"https://openalex.org/keywords/functional-movement","display_name":"Functional movement","score":0.4143421947956085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33650925755500793},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17022734880447388},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09970244765281677},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08992692828178406},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.06845608353614807}],"concepts":[{"id":"https://openalex.org/C88337583","wikidata":"https://www.wikidata.org/wiki/Q7883433","display_name":"Underactuation","level":3,"score":0.7121412754058838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6212660670280457},{"id":"https://openalex.org/C3020781530","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthetic hand","level":2,"score":0.5129956603050232},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.48724165558815},{"id":"https://openalex.org/C2778715743","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthesis","level":2,"score":0.4801694452762604},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.456615149974823},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.42637407779693604},{"id":"https://openalex.org/C64635419","wikidata":"https://www.wikidata.org/wiki/Q5508837","display_name":"Functional movement","level":2,"score":0.4143421947956085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33650925755500793},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17022734880447388},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09970244765281677},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08992692828178406},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.06845608353614807},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu61531.2024.10600778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu61531.2024.10600778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2356609868","https://openalex.org/W4200004409","https://openalex.org/W2108345668","https://openalex.org/W2312966598","https://openalex.org/W2626694394","https://openalex.org/W2383161830","https://openalex.org/W2042326523","https://openalex.org/W2997980832","https://openalex.org/W2120353831","https://openalex.org/W2752330356"],"abstract_inverted_index":{"People":[0],"who":[1],"undergo":[2],"upper":[3],"extremity":[4],"amputation":[5],"for":[6,45],"various":[7],"reasons":[8],"face":[9],"a":[10,110],"dramatic":[11],"decrease":[12],"in":[13,52,61,143],"their":[14,103],"quality":[15],"of":[16,48],"life.":[17],"Prostheses":[18],"designed":[19,43,78],"to":[20],"remedy":[21],"this":[22,35,148],"situation,":[23],"at":[24],"least":[25],"partially,":[26],"are":[27,66,100,105],"becoming":[28],"more":[29],"successful":[30],"day":[31],"by":[32],"day.":[33],"In":[34,128],"study,":[36],"the":[37,46,93,97,124,129,161],"\u201cNvidia":[38],"Jetson\u201c":[39],"card-supported":[40],"experiment":[41],"platform,":[42,90,149],"especially":[44],"development":[47],"artificial":[49,69],"intelligence":[50,70],"procedures":[51,71],"under-actuated":[53],"myoelectric":[54],"hand":[55,136,145],"prostheses,":[56],"is":[57,77],"presented.":[58],"The":[59,89],"system,":[60],"which":[62],"electromyography":[63],"(EMG)":[64],"signals":[65],"processed":[67],"with":[68,109,140,160],"and":[72,84,102,123,155,163],"converted":[73],"into":[74],"control":[75,137],"signals,":[76],"modularly":[79],"so":[80],"that":[81,95,135],"different":[82,150],"methods":[83],"equipment":[85],"can":[86],"be":[87,153,158],"tested.":[88],"where":[91],"all":[92],"subunits":[94],"form":[96],"whole":[98],"system":[99],"combined":[101],"interactions":[104],"ensured,":[106],"was":[107,133,138],"tested":[108],"support":[111],"vector":[112],"machine":[113],"(SVM)":[114],"based":[115],"motion":[116],"classification":[117],"procedure":[118],"selected":[119],"as":[120],"an":[121],"example":[122],"results":[125],"were":[126],"examined.":[127],"design":[130],"output,":[131],"it":[132],"seen":[134],"achieved":[139],"92.5%":[141],"accuracy":[142],"five":[144],"movements.":[146],"Using":[147],"algorithms":[151],"will":[152,157],"tested,":[154],"performance":[156],"increased":[159],"hardware":[162],"training":[164],"used":[165]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}