{"id":"https://openalex.org/W3000928409","doi":"https://doi.org/10.1109/robio49542.2019.8961687","title":"Recognition of Finger Motions Based on Surface Electromyographic Signals and Artificial Neural Network","display_name":"Recognition of Finger Motions Based on Surface Electromyographic Signals and Artificial Neural Network","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3000928409","doi":"https://doi.org/10.1109/robio49542.2019.8961687","mag":"3000928409"},"language":"en","primary_location":{"id":"doi:10.1109/robio49542.2019.8961687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio49542.2019.8961687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","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/A5101900861","display_name":"Xuelian Yu","orcid":"https://orcid.org/0000-0002-9577-3238"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuelian Yu","raw_affiliation_strings":["Shanghai University,School of Mechatronic Engineering and Automation,China","School of Mechatronic Engineering and Automation, Shanghai University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Mechatronic Engineering and Automation,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109869743","display_name":"Jinwu Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwu Qian","raw_affiliation_strings":["Shanghai University,School of Mechatronic Engineering and Automation,China","School of Mechatronic Engineering and Automation, Shanghai University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Mechatronic Engineering and Automation,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618502","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0002-2905-8578"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["Shanghai University,School of Mechatronic Engineering and Automation,China","School of Mechatronic Engineering and Automation, Shanghai University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Mechatronic Engineering and Automation,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060906248","display_name":"Yitian Wu","orcid":"https://orcid.org/0000-0001-9793-6777"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Wu","raw_affiliation_strings":["Shanghai University,School of Mechatronic Engineering and Automation,China","School of Mechatronic Engineering and Automation, Shanghai University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Mechatronic Engineering and Automation,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100459168","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0003-1470-6998"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["Shanghai University,School of Mechatronic Engineering and Automation,China","School of Mechatronic Engineering and Automation, Shanghai University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University,School of Mechatronic Engineering and Automation,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101900861"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":0.0978,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45888964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2478","last_page":"2483"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"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":1.0,"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":0.9977999925613403,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7782849073410034},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7260147333145142},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6889470815658569},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6733628511428833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6695412397384644},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6613026261329651},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4681558609008789},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35250866413116455},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33041930198669434}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7782849073410034},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7260147333145142},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6889470815658569},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6733628511428833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695412397384644},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6613026261329651},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4681558609008789},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35250866413116455},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33041930198669434},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/robio49542.2019.8961687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio49542.2019.8961687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Robotics and Biomimetics (ROBIO)","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":22,"referenced_works":["https://openalex.org/W1524809867","https://openalex.org/W1559730688","https://openalex.org/W2008499464","https://openalex.org/W2011457905","https://openalex.org/W2022327534","https://openalex.org/W2054717645","https://openalex.org/W2066327120","https://openalex.org/W2096553993","https://openalex.org/W2100571444","https://openalex.org/W2113190957","https://openalex.org/W2126878378","https://openalex.org/W2147641365","https://openalex.org/W2153578909","https://openalex.org/W2161493443","https://openalex.org/W2295398032","https://openalex.org/W2332445762","https://openalex.org/W2409114808","https://openalex.org/W2555541061","https://openalex.org/W2735849073","https://openalex.org/W2765837440","https://openalex.org/W2787866606","https://openalex.org/W2893839583"],"related_works":["https://openalex.org/W2397288865","https://openalex.org/W2368524271","https://openalex.org/W2576709312","https://openalex.org/W2079402751","https://openalex.org/W2392797073","https://openalex.org/W2989490741","https://openalex.org/W2023657818","https://openalex.org/W2384907669","https://openalex.org/W2095030957","https://openalex.org/W2066827917"],"abstract_inverted_index":{"Surface":[0],"electromyographic":[1],"(sEMG)":[2],"signals":[3,37],"can":[4,61,79],"be":[5,62,80],"used":[6],"in":[7],"medicine,":[8],"rehabilitation,":[9],"robotics":[10],"and":[11,41,52,70,92,101],"industrial":[12],"fields.":[13],"This":[14],"paper":[15],"proposes":[16],"a":[17],"recognition":[18,59,94,115],"method":[19],"of":[20,26,90,108,117],"finger":[21,77],"motions":[22,78],"for":[23],"dexterous":[24],"control":[25],"prosthetic":[27],"hands.":[28],"In":[29],"this":[30],"work,":[31],"we":[32,96],"record":[33],"the":[34,45,85,88,93,106],"corresponding":[35],"sEMG":[36],"from":[38],"five":[39],"subjects,":[40],"then":[42],"set":[43],"up":[44],"model":[46],"by":[47,64],"data":[48],"preprocessing,":[49],"feature":[50,68],"extraction":[51,69],"classification.":[53],"The":[54],"results":[55],"show":[56],"that":[57,76,105],"high":[58],"accuracy":[60,116],"achieved":[63],"using":[65],"time":[66],"domain":[67],"artificial":[71],"neural":[72],"network.":[73],"It":[74],"means":[75],"decoded":[81],"accurately.":[82],"To":[83],"acquire":[84],"trade-off":[86],"between":[87],"number":[89,99,107],"channels":[91,109],"accuracy,":[95],"apply":[97],"channel":[98],"reduction":[100],"it":[102],"is":[103,110],"found":[104],"at":[111],"least":[112],"7":[113],"with":[114],"90.52%.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
