{"id":"https://openalex.org/W3198897197","doi":"https://doi.org/10.1002/cpe.6574","title":"Wrist angle prediction under different loads based on GA\u2010ELM neural network and surface electromyography","display_name":"Wrist angle prediction under different loads based on GA\u2010ELM neural network and surface electromyography","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3198897197","doi":"https://doi.org/10.1002/cpe.6574","mag":"3198897197"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.6574","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5100656708","display_name":"Yibo Liu","orcid":"https://orcid.org/0000-0002-2004-2668"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Liu","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324626","display_name":"Chengcheng Li","orcid":"https://orcid.org/0000-0003-4982-349X"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengcheng Li","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101790411","display_name":"Du Jiang","orcid":"https://orcid.org/0000-0001-6058-5600"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Du Jiang","raw_affiliation_strings":["Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036240731","display_name":"Baojia Chen","orcid":"https://orcid.org/0000-0003-4305-0051"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojia Chen","raw_affiliation_strings":["Hubei Key Laboratory of Hydroelectric Machinery Design and Maintenance, Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Hydroelectric Machinery Design and Maintenance, Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043182744","display_name":"Nannan Sun","orcid":"https://orcid.org/0000-0002-8007-774X"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nannan Sun","raw_affiliation_strings":["Technology research and development, Huaxia Xingguang Industrial Design Jiangsu Co, Ltd, Suqian, China"],"affiliations":[{"raw_affiliation_string":"Technology research and development, Huaxia Xingguang Industrial Design Jiangsu Co, Ltd, Suqian, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014134447","display_name":"Yongcheng Cao","orcid":null},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongcheng Cao","raw_affiliation_strings":["Technology research and development, Hubei Jingmen Wusan Machinery Equipment Manufacturing Co, Ltd, Jingshan, China"],"affiliations":[{"raw_affiliation_string":"Technology research and development, Hubei Jingmen Wusan Machinery Equipment Manufacturing Co, Ltd, Jingshan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035197459","display_name":"Bo Tao","orcid":"https://orcid.org/0000-0002-5886-1992"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Tao","raw_affiliation_strings":["Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082414273","display_name":"Gongfa Li","orcid":"https://orcid.org/0000-0002-2695-2742"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gongfa Li","raw_affiliation_strings":["Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Research Center for Biomimetic Robot and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101790411","https://openalex.org/A5082414273"],"corresponding_institution_ids":["https://openalex.org/I43922553","https://openalex.org/I43922553"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740,"provenance":"doaj"},"apc_paid":null,"fwci":2.965,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.999973,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"34","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Analysis of Electromyography Signal Processing","score":0.9996,"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":"Analysis of Electromyography Signal Processing","score":0.9996,"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":"Brain-Computer Interfaces in Neuroscience and Medicine","score":0.9835,"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/T11778","display_name":"Electrical Tomography Techniques","score":0.9791,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/signal","display_name":"SIGNAL (programming language)","score":0.5841032},{"id":"https://openalex.org/keywords/surface-emg","display_name":"Surface EMG","score":0.571764},{"id":"https://openalex.org/keywords/eeg-analysis","display_name":"EEG Analysis","score":0.543531},{"id":"https://openalex.org/keywords/musculoskeletal-modeling","display_name":"Musculoskeletal Modeling","score":0.517048},{"id":"https://openalex.org/keywords/deep-learning-for-eeg","display_name":"Deep Learning for EEG","score":0.506127},{"id":"https://openalex.org/keywords/electrical-impedance-tomography","display_name":"Electrical Impedance Tomography","score":0.501492},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.4930291}],"concepts":[{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.8175748},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.65842843},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5841032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56131226},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.54602385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.50512487},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.4930291},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4600321},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40775457},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35668144},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32921416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28733858},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.19594947},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.19477418},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.094775766},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.6574","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.57}],"grants":[{"funder":"https://openalex.org/F4320313620","funder_display_name":"Hubei Provincial Department of Education","award_id":"D20191105"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61733011"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"51575407"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"51505349"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"52075530"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"41906177"}],"datasets":[],"versions":[],"referenced_works_count":71,"referenced_works":["https://openalex.org/W1540266249","https://openalex.org/W1552174213","https://openalex.org/W1566317684","https://openalex.org/W1824976302","https://openalex.org/W2070420620","https://openalex.org/W2070851291","https://openalex.org/W2072588720","https://openalex.org/W2083994028","https://openalex.org/W2093396135","https://openalex.org/W2111857207","https://openalex.org/W2113816114","https://openalex.org/W2121186217","https://openalex.org/W2124346728","https://openalex.org/W2129308247","https://openalex.org/W2146673793","https://openalex.org/W2155579778","https://openalex.org/W2289514765","https://openalex.org/W2313457429","https://openalex.org/W2345301146","https://openalex.org/W2345653654","https://openalex.org/W2756105090","https://openalex.org/W2759269579","https://openalex.org/W2759611403","https://openalex.org/W2780179792","https://openalex.org/W2784447815","https://openalex.org/W2786423589","https://openalex.org/W2787029871","https://openalex.org/W2856745385","https://openalex.org/W2891903642","https://openalex.org/W2894445978","https://openalex.org/W2894604694","https://openalex.org/W2901402366","https://openalex.org/W2908996122","https://openalex.org/W2913706771","https://openalex.org/W2921850736","https://openalex.org/W2922138935","https://openalex.org/W2922504910","https://openalex.org/W2936583340","https://openalex.org/W2941851574","https://openalex.org/W2945024203","https://openalex.org/W2964793207","https://openalex.org/W2965160935","https://openalex.org/W2965245384","https://openalex.org/W2981285812","https://openalex.org/W2991197884","https://openalex.org/W2995077765","https://openalex.org/W2996107740","https://openalex.org/W2999062364","https://openalex.org/W2999851651","https://openalex.org/W3000455992","https://openalex.org/W3000764807","https://openalex.org/W3005135132","https://openalex.org/W3008514739","https://openalex.org/W3023432518","https://openalex.org/W3033680543","https://openalex.org/W3034050230","https://openalex.org/W3036220795","https://openalex.org/W3081533949","https://openalex.org/W3084196234","https://openalex.org/W3092482093","https://openalex.org/W3093858584","https://openalex.org/W3108259217","https://openalex.org/W3118639016","https://openalex.org/W3119972824","https://openalex.org/W3126940553","https://openalex.org/W3128183952","https://openalex.org/W3131866082","https://openalex.org/W3158879875","https://openalex.org/W3169729808","https://openalex.org/W3181345005","https://openalex.org/W4384928220"],"related_works":["https://openalex.org/W4386889652","https://openalex.org/W4297902562","https://openalex.org/W31566076","https://openalex.org/W2804652951","https://openalex.org/W2743832667","https://openalex.org/W2741186499","https://openalex.org/W2556335056","https://openalex.org/W2067443264","https://openalex.org/W2002678693","https://openalex.org/W1584764049"],"abstract_inverted_index":{"Abstract":[0],"In":[1,154],"sEMG":[2,98],"(surface":[3],"electromyography)":[4],"pattern":[5,15,35,121],"recognition,":[6],"most":[7],"of":[8,17,23,48,56,110,161,169,178],"the":[9,13,21,39,53,65,68,73,77,82,89,106,111,115,125,130,135,149,156,159,165,170,174,179,187,193,203,207],"research":[10],"focuses":[11],"on":[12,64,81,143,164,197],"static":[14,33],"recognition":[16,36,122],"different":[18,60,93,131,162],"limbs,":[19],"ignoring":[20],"importance":[22],"changing":[24],"load":[25,43,61,132],"intensity,":[26,44,134],"and":[27,42,72,87,108,114,129,206],"joint":[28,74,189],"angle":[29,58,75,91,139,177,190],"movement":[30,127],"information.":[31],"Traditional":[32],"qualitative":[34,120],"cannot":[37,123],"adjust":[38,124],"motion":[40],"amplitude":[41],"so":[45],"it":[46],"is":[47,79,200,210],"great":[49],"significance":[50],"to":[51,85,147,202],"study":[52],"continuous":[54,166,175],"prediction":[55,140,167],"wrist":[57,90,126,171,181,188],"under":[59,92],"intensities.":[62],"Based":[63],"correlation":[66],"between":[67],"surface":[69],"EMG":[70],"signal":[71,99],"signal,":[76],"article":[78,102,136,157],"based":[80,142,196],"neural":[83],"network":[84],"identify":[86],"predict":[88],"loads":[94,163],"continuously":[95],"quantitatively.":[96],"The":[97],"in":[100],"this":[101],"was":[103],"collected":[104],"with":[105],"approval":[107],"review":[109],"Ethics":[112],"Committee":[113],"people's":[116],"informed":[117],"consent.":[118],"Since":[119],"range":[128],"training":[133],"establishes":[137],"an":[138],"model":[141],"a":[144],"genetic":[145,198],"algorithm":[146,199],"optimize":[148],"extreme":[150],"learning":[151],"machine":[152],"(ELM).":[153],"addition,":[155],"analyzes":[158],"influence":[160],"accuracy":[168],"angle,":[172,205],"realizes":[173],"quantitative":[176],"precise":[180],"prediction.":[182],"Experimental":[183],"analysis":[184],"shows":[185],"that":[186],"predicted":[191],"by":[192],"ELM":[194],"optimized":[195],"close":[201],"actual":[204],"average":[208],"error":[209],"about":[211],"5.96":[212],"degrees.":[213]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3198897197","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":1}],"updated_date":"2024-11-05T09:27:49.410239","created_date":"2021-09-13"}
