{"id":"https://openalex.org/W4408861894","doi":"https://doi.org/10.1109/icm62621.2025.10934916","title":"Examining the Relationship Between Hand Gesture Recognition Accuracy and Data Quality Indices for EMG and pFMG Signals: A Correlation Analysis","display_name":"Examining the Relationship Between Hand Gesture Recognition Accuracy and Data Quality Indices for EMG and pFMG Signals: A Correlation Analysis","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408861894","doi":"https://doi.org/10.1109/icm62621.2025.10934916"},"language":"en","primary_location":{"id":"doi:10.1109/icm62621.2025.10934916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icm62621.2025.10934916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Mechatronics (ICM)","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/A5050918390","display_name":"Shen Zhang","orcid":"https://orcid.org/0000-0001-9500-5098"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shen Zhang","raw_affiliation_strings":["Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522"],"affiliations":[{"raw_affiliation_string":"Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027138148","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0002-3530-4747"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522"],"affiliations":[{"raw_affiliation_string":"Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092516007","display_name":"Rayane Tchantchane","orcid":"https://orcid.org/0009-0008-8663-6451"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rayane Tchantchane","raw_affiliation_strings":["Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522"],"affiliations":[{"raw_affiliation_string":"Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008147927","display_name":"G\u00fcrsel Al\u0131c\u0131","orcid":"https://orcid.org/0000-0001-6527-2881"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gursel Alici","raw_affiliation_strings":["Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522"],"affiliations":[{"raw_affiliation_string":"Applied Mechatronics and Biomedical Engineering Research (AMBER) Group University of Wollongong,Faculty of Engineering and Information Sciences,Wollongong,NSW,Australia,2522","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050918390"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05139022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.8582000136375427,"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":0.8582000136375427,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.7741000056266785,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.7420887351036072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6535517573356628},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6402818560600281},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6103894710540771},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5954666137695312},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5806918144226074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5730879306793213},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5265653133392334},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15101361274719238}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.7420887351036072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535517573356628},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6402818560600281},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6103894710540771},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5954666137695312},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5806918144226074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5730879306793213},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5265653133392334},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15101361274719238},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icm62621.2025.10934916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icm62621.2025.10934916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Mechatronics (ICM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1574447377","https://openalex.org/W1984252493","https://openalex.org/W2065056664","https://openalex.org/W2156914236","https://openalex.org/W2165619603","https://openalex.org/W2323168548","https://openalex.org/W2414498836","https://openalex.org/W2923078152","https://openalex.org/W2974746809","https://openalex.org/W2987322373","https://openalex.org/W3082544727","https://openalex.org/W3109719334","https://openalex.org/W4225472619","https://openalex.org/W4225892562","https://openalex.org/W4385066438","https://openalex.org/W4394994359","https://openalex.org/W4395661433","https://openalex.org/W4404307325","https://openalex.org/W4404501241","https://openalex.org/W4406414599"],"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":{"Accurate":[0],"recognition":[1,39,78,130,170,194],"of":[2,126,134,164,179],"hand":[3,37,76,91,104,128],"gestures":[4],"is":[5],"crucial":[6],"especially":[7],"for":[8,138,145,161,172,189],"in":[9,59,64,122,192],"prosthetic":[10,135],"control":[11,136],"and":[12,15,31,36,45,62,131,148,158,167,185],"human-machine":[13],"interactions,":[14],"other":[16],"applications.":[17],"This":[18],"study":[19,151],"explores":[20],"the":[21,69,72,113,124,127,132,142,162,177,187],"correlation":[22,89,102],"between":[23],"data":[24,118,182],"quality":[25,119,144,183,201],"indices":[26],"including":[27],"Signal-to-Noise":[28],"Ratio":[29,34],"(SNR)":[30],"Signal-to-Motion":[32],"Artifact":[33],"(SMR),":[35],"gesture":[38,77,92,105,129,169,193],"accuracy,":[40],"utilizing":[41,180],"Surface":[42],"Electromyography":[43],"(sEMG)":[44],"pressure-based":[46],"Force":[47],"Myography":[48],"(pFMG)":[49],"signals.":[50,109],"Through":[51],"this":[52,150],"investigation,":[53],"we":[54],"demonstrate":[55],"that":[56,84,116],"prioritizing":[57],"SNR":[58,85],"sEMG":[60,95,147],"signals":[61,66,96],"SMR":[63,98],"FMG":[65],"when":[67],"positioning":[68,157],"sensors":[70],"has":[71,86,99],"potential":[73],"to":[74],"improve":[75],"performance,":[79],"as":[80],"our":[81],"analysis":[82],"showed":[83],"a":[87,100],"higher":[88,101],"with":[90,94,103,107],"accuracy":[93,106,125,195],"while":[97],"pFMG":[108],"The":[110],"findings":[111],"highlight":[112],"critical":[114],"role":[115],"comprehensive":[117,181],"assessments":[120],"play":[121],"improving":[123],"reliability":[133],"systems,":[137],"example.":[139],"By":[140],"enhancing":[141],"signal":[143,198],"both":[146],"pFMG,":[149],"provides":[152],"new":[153],"insights":[154],"into":[155],"sensor":[156],"channel":[159],"selection":[160],"development":[163],"more":[165],"efficient":[166],"precise":[168],"systems":[171],"assistive":[173],"devices.":[174],"It":[175],"emphasizes":[176],"necessity":[178],"assessment":[184],"lays":[186],"foundation":[188],"future":[190],"enhancements":[191],"by":[196],"addressing":[197],"contamination":[199],"or":[200],"challenges.":[202]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
