{"id":"https://openalex.org/W2793560507","doi":"https://doi.org/10.1109/robio.2017.8324557","title":"sEMG-based hand motion recognition by means of multi-class adaboost algorithm","display_name":"sEMG-based hand motion recognition by means of multi-class adaboost algorithm","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2793560507","doi":"https://doi.org/10.1109/robio.2017.8324557","mag":"2793560507"},"language":"en","primary_location":{"id":"doi:10.1109/robio.2017.8324557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio.2017.8324557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5103206211","display_name":"Shengli Zhou","orcid":"https://orcid.org/0000-0001-7558-028X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengli Zhou","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031156587","display_name":"Kuiying Yin","orcid":"https://orcid.org/0000-0001-5637-8529"},"institutions":[{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuiying Yin","raw_affiliation_strings":["Nanjing Research Institute of Electronic Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Electronic Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210110458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083493899","display_name":"Zhengxiong Liu","orcid":"https://orcid.org/0000-0002-9427-4066"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengxiong Liu","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101496465","display_name":"Fei Fei","orcid":"https://orcid.org/0000-0001-8682-0699"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Fei","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics And Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046831333","display_name":"Jinyi Guo","orcid":"https://orcid.org/0000-0002-4439-8693"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyi Guo","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics And Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103206211"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":1.1471,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.77466796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"1056","last_page":"1061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9965999722480774,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.836159348487854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7040387392044067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6961729526519775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6066718697547913},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5303906798362732},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5006790161132812},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3675597608089447},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3447665572166443},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.15472343564033508}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.836159348487854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7040387392044067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6961729526519775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6066718697547913},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5303906798362732},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5006790161132812},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3675597608089447},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3447665572166443},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.15472343564033508}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/robio.2017.8324557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio.2017.8324557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Robotics and Biomimetics (ROBIO)","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":35,"referenced_works":["https://openalex.org/W46830337","https://openalex.org/W749740155","https://openalex.org/W1569512666","https://openalex.org/W1862258627","https://openalex.org/W1966455806","https://openalex.org/W1968969471","https://openalex.org/W1988790447","https://openalex.org/W2013427553","https://openalex.org/W2019512565","https://openalex.org/W2027412453","https://openalex.org/W2037967616","https://openalex.org/W2041179708","https://openalex.org/W2041345816","https://openalex.org/W2044628302","https://openalex.org/W2089294331","https://openalex.org/W2096869840","https://openalex.org/W2102903204","https://openalex.org/W2113190957","https://openalex.org/W2122034366","https://openalex.org/W2122920178","https://openalex.org/W2130751658","https://openalex.org/W2168027067","https://openalex.org/W2169931829","https://openalex.org/W2171219007","https://openalex.org/W2212700012","https://openalex.org/W2295398032","https://openalex.org/W2303108962","https://openalex.org/W2513034303","https://openalex.org/W2521866704","https://openalex.org/W2530566615","https://openalex.org/W2555457973","https://openalex.org/W2572412445","https://openalex.org/W4248437541","https://openalex.org/W6639432764","https://openalex.org/W6698024314"],"related_works":["https://openalex.org/W2010832783","https://openalex.org/W2003125512","https://openalex.org/W1993261271","https://openalex.org/W2195172144","https://openalex.org/W2370248565","https://openalex.org/W2142836495","https://openalex.org/W2660763787","https://openalex.org/W2687972263","https://openalex.org/W2029249305","https://openalex.org/W2511137960"],"abstract_inverted_index":{"Human":[0],"motion":[1],"is":[2,14,43,60],"closely":[3],"related":[4],"to":[5,16,28,62],"muscle":[6],"activities.":[7],"Numerous":[8],"researches":[9],"have":[10],"proved":[11],"that":[12,86],"it":[13,84],"feasible":[15],"predict":[17],"human":[18],"motions":[19,42,79,116,130],"by":[20,98],"using":[21],"sEMG":[22,34,40],"(surface":[23],"Electromyography)":[24],"signals.":[25],"But":[26],"due":[27],"the":[29,36,64,73,87,91,95,123,138,142],"low":[30],"signal-to-noise":[31],"ratio":[32],"of":[33,39,66,75,93,113,127],"signals,":[35],"recognition":[37,111,125],"accuracy":[38,112],"based":[41,58],"still":[44],"limited,":[45],"especially":[46],"when":[47],"there":[48],"are":[49,134],"multiple":[50],"categories.":[51],"In":[52],"this":[53],"paper,":[54],"a":[55,104],"multi-class":[56],"AdaBoost":[57],"algorithm":[59,89],"introduced":[61],"combine":[63],"prediction":[65],"ten":[67],"component":[68],"BP":[69],"neural":[70],"networks.":[71],"From":[72],"results":[74],"recognizing":[76],"8":[77,114],"wrist":[78,115],"and":[80],"12":[81,128],"finger":[82,129],"motions,":[83],"reveals":[85],"proposed":[88],"has":[90],"advantage":[92],"enhancing":[94],"classifiers'":[96],"performance":[97],"weighting":[99],"them":[100],"together":[101],"without":[102],"bring":[103],"burden":[105],"for":[106],"real-time":[107],"application.":[108],"The":[109],"mean":[110,124],"over":[117],"27":[118],"subjects":[119],"reaches":[120,131],"94.35%\u00b14.11%,":[121],"while":[122],"rate":[126],"93.58%\u00b13.44%,":[132],"which":[133],"much":[135],"higher":[136],"than":[137],"reported":[139],"accuracies":[140],"with":[141],"same":[143],"dataset.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}