{"id":"https://openalex.org/W4293053456","doi":"https://doi.org/10.1109/civemsa53371.2022.9853644","title":"A Hybrid Measurement System for Hand Signs Recognition based on EMG-FMG Measurements","display_name":"A Hybrid Measurement System for Hand Signs Recognition based on EMG-FMG Measurements","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4293053456","doi":"https://doi.org/10.1109/civemsa53371.2022.9853644"},"language":"en","primary_location":{"id":"doi:10.1109/civemsa53371.2022.9853644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","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/A5100705185","display_name":"Chi Liu","orcid":"https://orcid.org/0000-0002-9438-3641"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Chi Liu","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056245299","display_name":"Bilel Ben Atitallah","orcid":"https://orcid.org/0000-0003-2808-5002"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE","TN"],"is_corresponding":false,"raw_author_name":"Bilel Ben Atitallah","raw_affiliation_strings":["Chemnitz University of Technology,Faculty of Electrical Engineering and Information Technology,Germany","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","Faculty of Electrical Engineering and Information Technology, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Faculty of Electrical Engineering and Information Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Faculty of Electrical Engineering and Information Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057365395","display_name":"Rajarajan Ramalingame","orcid":"https://orcid.org/0000-0002-5697-0028"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Rajarajan Ramalingame","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060166746","display_name":"Rim Barioul","orcid":"https://orcid.org/0000-0003-1954-5396"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Rim Barioul","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062320262","display_name":"Achraf Djemal","orcid":"https://orcid.org/0000-0001-5724-8558"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Achraf Djemal","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060782051","display_name":"Hiba Hellara","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hiba Hellara","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","National Engineering School of Sfax, University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National Engineering School of Sfax, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088202873","display_name":"Olfa Kanoun","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Olfa Kanoun","raw_affiliation_strings":["University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Sfax,National School of Electronics and Telecommunications of Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100705185"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.2402,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.45875703,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9836999773979187,"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":0.9836999773979187,"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":0.9599000215530396,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.944100022315979,"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/support-vector-machine","display_name":"Support vector machine","score":0.6881746053695679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6857889890670776},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6692740321159363},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6392332315444946},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6358237266540527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5577796697616577},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.475473552942276},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4658898413181305},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45325618982315063},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4351845681667328},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.12175506353378296}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6881746053695679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6857889890670776},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6692740321159363},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6392332315444946},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6358237266540527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577796697616577},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.475473552942276},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4658898413181305},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45325618982315063},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4351845681667328},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.12175506353378296},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/civemsa53371.2022.9853644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["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/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"Human-machine":[0],"interaction,":[1],"precision":[2],"robotic":[3],"control,":[4],"and":[5,19,31,46,60,91],"guide":[6],"advice":[7],"for":[8,24,106,110],"the":[9,66,71,104,122,127,135],"rehabilitation":[10],"process":[11],"are":[12,148],"scorching":[13],"topics.":[14],"For":[15],"these":[16],"topics,":[17],"detecting":[18],"accurately":[20],"recognizing":[21],"muscle":[22],"signals":[23],"specific":[25],"gestures":[26],"is":[27,83,94,130,137],"a":[28,39],"proven":[29],"process,":[30],"component.":[32],"In":[33,133],"this":[34,36],"direction,":[35],"paper":[37],"designs":[38],"hybrid":[40],"measurement":[41],"system":[42,113,136,151],"based":[43,55,64],"on":[44,56,65],"EMG":[45,62],"FMG":[47,51],"with":[48],"an":[49],"8-channel":[50],"(Force":[52],"Myography)":[53],"band":[54],"nanocomposite":[57],"pressure":[58],"sensors":[59],"4-channel":[61],"(Electromyography)":[63],"Myoware":[67],"chip.":[68],"To":[69],"construct":[70],"database,":[72],"we":[73],"selected":[74],"three":[75,128],"healthy":[76],"right-handed":[77],"individuals":[78],"as":[79],"subjects.":[80],"Each":[81],"individual":[82],"asked":[84],"to":[85,117],"perform":[86],"13":[87],"basic":[88],"hand":[89],"gestures,":[90],"each":[92,107],"gesture":[93],"repeated":[95],"20":[96],"times.":[97],"A":[98],"linear":[99],"support":[100],"vector":[101],"machine":[102],"learns":[103],"data":[105,144],"test":[108],"subject":[109,119],"classification.":[111],"The":[112,150],"shows":[114],"high":[115],"robustness":[116],"one":[118],"measurements,":[120],"where":[121,142],"minimum":[123],"archived":[124],"accuracy":[125],"between":[126],"volunteers":[129],"99":[131],"%.":[132],"addition,":[134],"tested":[138],"against":[139],"person":[140],"independence,":[141],"all":[143,146],"of":[145],"subjects":[147],"mixed.":[149],"achieves":[152],"98.1":[153],"%":[154],"accuracy.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
