{"id":"https://openalex.org/W4294975350","doi":"https://doi.org/10.1109/embc48229.2022.9871089","title":"Optimised EMG pipeline for gesture classification","display_name":"Optimised EMG pipeline for gesture classification","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975350","doi":"https://doi.org/10.1109/embc48229.2022.9871089","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085878"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871089","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pureadmin.qub.ac.uk/ws/files/307546642/Warner2022_EMBC_ACCEPTED.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027662797","display_name":"Jarlath Warner","orcid":null},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jarlath Warner","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034054812","display_name":"Richard Gault","orcid":"https://orcid.org/0000-0001-6097-8981"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Gault","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036512274","display_name":"John McAllister","orcid":"https://orcid.org/0000-0002-4017-115X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John McAllister","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen's University,Belfast,UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027662797"],"corresponding_institution_ids":["https://openalex.org/I126231945"],"apc_list":null,"apc_paid":null,"fwci":0.9622,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71349325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2022","issue":null,"first_page":"3628","last_page":"3631"},"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":0.9993000030517578,"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":0.9990000128746033,"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/pipeline","display_name":"Pipeline (software)","score":0.869447648525238},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7478580474853516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7107424139976501},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6315124034881592},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6051034927368164},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5967331528663635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5632975101470947},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.49875426292419434},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47592929005622864},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4205833375453949},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41778382658958435},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3584747910499573},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.3548213541507721},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3363783359527588},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32857823371887207},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2013413906097412}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.869447648525238},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7478580474853516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107424139976501},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6315124034881592},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6051034927368164},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5967331528663635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5632975101470947},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.49875426292419434},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47592929005622864},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4205833375453949},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41778382658958435},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3584747910499573},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.3548213541507721},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3363783359527588},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32857823371887207},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2013413906097412},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001186","descriptor_name":"Artificial Limbs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019919","descriptor_name":"Prosthesis Implantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019919","descriptor_name":"Prosthesis Implantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019919","descriptor_name":"Prosthesis Implantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc48229.2022.9871089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871089","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085878","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085878","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/57562ce9-023f-48b1-8e0f-e15b1fd69f5f","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/57562ce9-023f-48b1-8e0f-e15b1fd69f5f","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/307546642/Warner2022_EMBC_ACCEPTED.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Warner, J, Gault, R & McAllister, J 2022, Optimised EMG pipeline for gesture classification. in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022: Proceedings. pp. 3628-3631, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022, Glasgow, United Kingdom, 11/07/2022. https://doi.org/10.1109/EMBC48229.2022.9871089","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/57562ce9-023f-48b1-8e0f-e15b1fd69f5f","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85138127229&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Warner , J , Gault , R & McAllister , J 2022 , Optimised EMG pipeline for gesture classification . in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022: Proceedings . pp. 3628-3631 , 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022 , Glasgow , United Kingdom , 11/07/2022 . https://doi.org/10.1109/EMBC48229.2022.9871089","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/57562ce9-023f-48b1-8e0f-e15b1fd69f5f","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/57562ce9-023f-48b1-8e0f-e15b1fd69f5f","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/307546642/Warner2022_EMBC_ACCEPTED.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Warner, J, Gault, R & McAllister, J 2022, Optimised EMG pipeline for gesture classification. in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022: Proceedings. pp. 3628-3631, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022, Glasgow, United Kingdom, 11/07/2022. https://doi.org/10.1109/EMBC48229.2022.9871089","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294975350.pdf","grobid_xml":"https://content.openalex.org/works/W4294975350.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2744312188","https://openalex.org/W2772472921","https://openalex.org/W2795870271","https://openalex.org/W2798199882","https://openalex.org/W2957121425","https://openalex.org/W2974530712","https://openalex.org/W3015418301","https://openalex.org/W3036077081","https://openalex.org/W3094450639","https://openalex.org/W3120740533","https://openalex.org/W6675354045","https://openalex.org/W6779741797"],"related_works":["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/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W3014558862"],"abstract_inverted_index":{"In":[0,57,93],"the":[1,22,45,68,87,91],"expanding":[2],"field":[3],"of":[4,71,90,98,109,118,145],"robotic":[5,18],"prosthetics,":[6],"surface":[7],"electromyography":[8],"(sEMG)":[9],"signals":[10,40],"can":[11,33],"be":[12,129],"decoded":[13],"to":[14,20,28,43],"seamlessly":[15],"control":[16],"a":[17,30,54,81,96,113],"prosthesis":[19],"perform":[21],"desired":[23,46],"gesture.":[24],"It":[25],"is":[26,63,86,139],"essential":[27],"create":[29],"pipeline,":[31],"which":[32,85],"acquire,":[34],"process,":[35],"and":[36,52,75,79,101,115,123,141],"accurately":[37],"classify":[38],"sEMG":[39,72],"in":[41,49,53,131],"order":[42],"replicate":[44],"hand":[47,76,146],"gesture":[48,77],"near":[50],"real-time":[51],"reliable":[55],"manner.":[56],"this":[58,94,110],"study,":[59,95],"an":[60,124,149],"optimised":[61,125],"pipeline":[62,66,126,138],"proposed.":[64],"This":[65],"encompasses":[67],"main":[69,88,107],"stages":[70],"signal":[73],"processing":[74,151],"classification":[78],"implements":[80],"sliding":[82,119],"window":[83,120],"approach,":[84],"focus":[89],"optimisation.":[92],"range":[97],"different":[99],"parameters":[100],"modelling":[102],"approaches":[103],"are":[104,112],"evaluated.":[105],"The":[106,136],"contributions":[108],"work":[111],"robust":[114],"extensive":[116],"analysis":[117],"parameter":[121],"selection":[122],"that":[127],"could":[128],"implemented":[130],"practice":[132],"with":[133,148],"minimal":[134],"overheads.":[135],"optimum":[137],"efficient":[140],"achieves":[142],"accurate":[143],"prediction":[144],"gestures":[147],"uninterrupted":[150],"pipeline.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}