{"id":"https://openalex.org/W2200528657","doi":"https://doi.org/10.1109/iros.2015.7353969","title":"An user-independent gesture recognition method based on sEMG decomposition","display_name":"An user-independent gesture recognition method based on sEMG decomposition","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2200528657","doi":"https://doi.org/10.1109/iros.2015.7353969","mag":"2200528657"},"language":"en","primary_location":{"id":"doi:10.1109/iros.2015.7353969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2015.7353969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","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/A5108740131","display_name":"Anbin Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Anbin Xiong","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, University of Chinese Academy of Sciences, China","State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation Chinese Academy of Sciences, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037953832","display_name":"Xingang Zhao","orcid":"https://orcid.org/0000-0001-8194-1870"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingang Zhao","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","State key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439073","display_name":"Jianda Han","orcid":"https://orcid.org/0000-0002-9664-4534"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianda Han","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","State key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044198396","display_name":"Guangjun Liu","orcid":"https://orcid.org/0000-0002-3301-1166"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjun Liu","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112313528","display_name":"Qichuan Ding","orcid":"https://orcid.org/0000-0002-7221-4003"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Qichuan Ding","raw_affiliation_strings":["Department of Aerospace Engineering, Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108740131"],"corresponding_institution_ids":["https://openalex.org/I142078773","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.177,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.55572425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4185","last_page":"4190"},"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":0.9993000030517578,"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":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.7992475032806396},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6810122728347778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6776387691497803},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6604371666908264},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5972175002098083},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5430483222007751},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5192539691925049},{"id":"https://openalex.org/keywords/orthogonalization","display_name":"Orthogonalization","score":0.4610850214958191},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4419589936733246},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07546064257621765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7992475032806396},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6810122728347778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6776387691497803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6604371666908264},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5972175002098083},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5430483222007751},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5192539691925049},{"id":"https://openalex.org/C47559304","wikidata":"https://www.wikidata.org/wiki/Q1702189","display_name":"Orthogonalization","level":2,"score":0.4610850214958191},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4419589936733246},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07546064257621765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iros.2015.7353969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2015.7353969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1496492650","https://openalex.org/W1813659000","https://openalex.org/W1970117849","https://openalex.org/W1973586079","https://openalex.org/W1985493107","https://openalex.org/W1990935673","https://openalex.org/W2021864005","https://openalex.org/W2022327534","https://openalex.org/W2025974650","https://openalex.org/W2040598164","https://openalex.org/W2046450294","https://openalex.org/W2046698687","https://openalex.org/W2083560507","https://openalex.org/W2096330959","https://openalex.org/W2097292795","https://openalex.org/W2097823586","https://openalex.org/W2099019403","https://openalex.org/W2106195076","https://openalex.org/W2108225567","https://openalex.org/W2111593098","https://openalex.org/W2117318485","https://openalex.org/W2120872288","https://openalex.org/W2123565204","https://openalex.org/W2129316790","https://openalex.org/W2130378714","https://openalex.org/W2138958056","https://openalex.org/W2143661180","https://openalex.org/W2148270081","https://openalex.org/W2161493443","https://openalex.org/W2161617522","https://openalex.org/W2164591902","https://openalex.org/W2167792859","https://openalex.org/W2168053125","https://openalex.org/W2168162876","https://openalex.org/W2548992084","https://openalex.org/W4285719527","https://openalex.org/W6638304892","https://openalex.org/W6646667896","https://openalex.org/W6656133281","https://openalex.org/W6677318252","https://openalex.org/W6680583873"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2028966255","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2466763065","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W1994032303"],"abstract_inverted_index":{"sEMG":[0,19,26,48,61],"recognition":[1,20,49],"has":[2],"been":[3],"used":[4],"extensively":[5],"in":[6,112],"prosthetic":[7],"device":[8],"control,":[9],"human-assisting":[10],"manipulators":[11],"and":[12,78,90],"sign":[13],"language":[14],"recognition,":[15],"etc.":[16],"However,":[17],"the":[18,32,37,82,87,98,105,117,120],"model,":[21],"trained":[22],"with":[23,86],"one":[24],"subject's":[25],"data,":[27],"is":[28,52,56,62,94],"not":[29],"applicable":[30,53],"to":[31,54,96,104,115],"other":[33],"subjects,":[34],"which":[35,51,67],"hinders":[36],"practical":[38],"application":[39],"of":[40,119,133],"myoelectric":[41],"interfaces":[42],"immensely.":[43],"In":[44],"this":[45,113,126],"paper,":[46],"a":[47,130],"method":[50,127],"multi-users":[55],"proposed.":[57],"Firstly,":[58],"single":[59],"channel":[60],"decomposed":[63],"into":[64,100],"30":[65],"MUAPTs,":[66],"includes":[68],"four":[69],"steps:":[70],"two-order":[71],"differential":[72],"filter,":[73],"threshold":[74],"calculation,":[75],"spike":[76],"detection":[77],"hierarchical":[79],"clustering.":[80],"Secondly,":[81],"MUAPTs":[83,99],"are":[84],"updated":[85],"templates":[88],"orthogonalization;":[89],"Deep":[91],"Boltzman":[92],"Machine":[93],"employed":[95],"classify":[97],"five":[101,107],"classes":[102],"corresponding":[103],"predefined":[106],"gestures.":[108],"Six":[109],"participants":[110],"participated":[111],"experiment":[114],"validate":[116],"effectiveness":[118],"proposed":[121],"method.":[122],"Results":[123],"indicated":[124],"that":[125],"can":[128],"achieve":[129],"mean":[131],"accuracy":[132],"81.5%.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}