{"id":"https://openalex.org/W4406238277","doi":"https://doi.org/10.1109/bibm62325.2024.10821871","title":"sEMG-Based Gesture Recognition in Multiple Scenarios Using a Phase Locked Value-Based Deep Learning Method","display_name":"sEMG-Based Gesture Recognition in Multiple Scenarios Using a Phase Locked Value-Based Deep Learning Method","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406238277","doi":"https://doi.org/10.1109/bibm62325.2024.10821871"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10821871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5009071336","display_name":"Xueze Zhang","orcid":"https://orcid.org/0000-0001-8884-2277"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueze Zhang","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101452219","display_name":"Minjie Wang","orcid":"https://orcid.org/0000-0003-4135-2179"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minjie Wang","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108056724","display_name":"Zihua Chen","orcid":"https://orcid.org/0000-0002-2034-448X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihua Chen","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083964854","display_name":"Lu Wang","orcid":"https://orcid.org/0000-0002-7305-1496"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Wang","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395750","display_name":"Hongbo Wang","orcid":"https://orcid.org/0000-0002-0205-6441"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Wang","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060001684","display_name":"Xiaoyang Kang","orcid":"https://orcid.org/0000-0003-4372-9531"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4391768195","display_name":"State Key Laboratory of Medical Neurobiology","ror":"https://ror.org/00nn53y54","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Kang","raw_affiliation_strings":["Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Laboratory for Neural Interface and Brain Computer Interface, Engineering Research Center of AI &#x0026; Robotics, Ministry of Education, Shanghai Engineering Research Center of AI &#x0026; Robotics,MOE Frontiers Center for Brain Science, State Key Laboratory of Medical Neurobiology, Institute of AI &#x0026; Robotics, Institude of Meta-Medical, Academy for Engineering &#x0026; Technology,Shanghai,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4391768195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27543648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3978","last_page":"3981"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9865999817848206,"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":0.9865999817848206,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9552000164985657,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9469000101089478,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7448797225952148},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6697399616241455},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5842584371566772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5795793533325195},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46870940923690796},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.4681784212589264},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.45901787281036377},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4337151348590851},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3624476194381714},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33174967765808105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7448797225952148},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6697399616241455},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5842584371566772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5795793533325195},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46870940923690796},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.4681784212589264},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.45901787281036377},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4337151348590851},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3624476194381714},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33174967765808105},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10821871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10821871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2109582949","https://openalex.org/W2115810652","https://openalex.org/W2555541061","https://openalex.org/W2740409956","https://openalex.org/W2786359513","https://openalex.org/W2898716605","https://openalex.org/W2902091715","https://openalex.org/W2911953725","https://openalex.org/W2946263433","https://openalex.org/W2962879438","https://openalex.org/W3011014576","https://openalex.org/W3043248516","https://openalex.org/W3119907480","https://openalex.org/W3151753634","https://openalex.org/W3162340847","https://openalex.org/W4205857757","https://openalex.org/W4311224104","https://openalex.org/W4316924469","https://openalex.org/W4388072658"],"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":{"Surface":[0],"electromyography":[1],"(sEMG)":[2],"signals-based":[3],"gesture":[4,29,43],"recognition":[5,44,80],"method":[6,26,62],"is":[7],"widely":[8],"employed":[9],"in":[10,63,92],"human-computer":[11],"interaction":[12],"task.":[13],"In":[14,69],"this":[15],"paper,":[16],"we":[17],"proposed":[18,42,59,72],"a":[19],"phase":[20],"locked":[21],"value":[22],"(PLV)-based":[23],"feature":[24,60],"extraction":[25,61],"for":[27],"sEMG-based":[28],"recognition.":[30],"We":[31],"conducted":[32],"validation":[33],"experiments":[34],"on":[35,82],"public":[36,83],"datasets":[37,84],"by":[38],"integrating":[39],"the":[40,56,71,87],"previous":[41],"algorithms,":[45],"STCN-GR":[46],"and":[47,50,66,85],"ConSSL.":[48],"PLV-STCN-GR":[49],"PLV-ConSSL":[51],"were":[52],"utilized":[53],"to":[54],"test":[55],"performance":[57],"of":[58,89],"intra-session,":[64],"inter-session":[65],"inter-subject":[67],"scenarios.":[68,94],"general,":[70],"PLV-based":[73],"sEMG":[74],"decoding":[75],"framework":[76],"has":[77],"achieved":[78],"good":[79],"results":[81],"demonstrated":[86],"possibility":[88],"its":[90],"application":[91],"practical":[93]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
