{"id":"https://openalex.org/W2607048720","doi":"https://doi.org/10.1109/blackseacom.2016.7901569","title":"Combined EEG and EMG fatigue measurement framework with application to hybrid brain-computer interface","display_name":"Combined EEG and EMG fatigue measurement framework with application to hybrid brain-computer interface","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2607048720","doi":"https://doi.org/10.1109/blackseacom.2016.7901569","mag":"2607048720"},"language":"en","primary_location":{"id":"doi:10.1109/blackseacom.2016.7901569","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom.2016.7901569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","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/A5054696693","display_name":"Agata Manolova","orcid":"https://orcid.org/0000-0002-8120-363X"},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Agata Manolova","raw_affiliation_strings":["Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria","institution_ids":["https://openalex.org/I31151848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112405586","display_name":"Georgi Tsenov","orcid":null},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Georgi Tsenov","raw_affiliation_strings":["Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria","institution_ids":["https://openalex.org/I31151848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009874874","display_name":"Violeta Lazarova","orcid":null},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Violeta Lazarova","raw_affiliation_strings":["Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria","institution_ids":["https://openalex.org/I31151848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024572246","display_name":"Nikolay Neshov","orcid":"https://orcid.org/0000-0002-9657-4847"},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Nikolay Neshov","raw_affiliation_strings":["Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Telecommunications Technical University of Sofia Sofia, Bulgaria","institution_ids":["https://openalex.org/I31151848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31151848"],"apc_list":null,"apc_paid":null,"fwci":1.4286,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81157583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9969000220298767,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8354738354682922},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7299512028694153},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5732351541519165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5701301097869873},{"id":"https://openalex.org/keywords/cerebral-palsy","display_name":"Cerebral palsy","score":0.5272941589355469},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.521522581577301},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.4838048815727234},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41388657689094543},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4116036891937256},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.23062199354171753},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1909998655319214}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8354738354682922},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7299512028694153},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5732351541519165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5701301097869873},{"id":"https://openalex.org/C2779421357","wikidata":"https://www.wikidata.org/wiki/Q210427","display_name":"Cerebral palsy","level":2,"score":0.5272941589355469},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.521522581577301},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.4838048815727234},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41388657689094543},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4116036891937256},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.23062199354171753},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1909998655319214},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/blackseacom.2016.7901569","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom.2016.7901569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","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":11,"referenced_works":["https://openalex.org/W1772325009","https://openalex.org/W2023634800","https://openalex.org/W2035715639","https://openalex.org/W2095676515","https://openalex.org/W2112085218","https://openalex.org/W2113816114","https://openalex.org/W2137843194","https://openalex.org/W2181785117","https://openalex.org/W2293703458","https://openalex.org/W6685913841","https://openalex.org/W6697208102"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1616854372","https://openalex.org/W2358209577"],"abstract_inverted_index":{"In":[0,87],"recent":[1],"years,":[2],"the":[3,12,96,101,133,141,147,162,165,173,184],"EEG-based":[4],"brain-computer":[5],"interface":[6],"(BCI)":[7],"has":[8],"become":[9],"one":[10],"of":[11,16,100,135,143,161,182,186,195],"most":[13],"promising":[14],"areas":[15],"research":[17,26,127,179],"in":[18,33,109,125,180],"computer":[19],"science":[20],"and":[21,30,41,81,105,137,159,169],"robotics.":[22],"Many":[23],"internationally":[24],"renewned":[25],"teams":[27],"combining":[28],"engineers":[29],"doctors,":[31],"experts":[32],"neuroscience":[34],"are":[35],"trying":[36],"to":[37,46,75],"develop":[38],"useful":[39],"applications":[40],"devices":[42],"offering":[43],"disabled":[44,54,190],"people":[45,55],"lead":[47],"a":[48,92,110,151,155,193],"normal":[49],"life.":[50],"Useful":[51],"BCIs":[52],"for":[53],"suffering":[56],"from":[57],"Cerebral":[58],"palsy,":[59],"Parkinson's":[60],"disease,":[61],"Brain":[62],"injury,":[63],"Spinal":[64],"cord":[65],"injuries,":[66],"Multiple":[67],"sclerosis,":[68],"Stroke,":[69],"Post-polio":[70],"syndrome":[71],"should":[72],"allow":[73,154],"them":[74],"use":[76],"all":[77],"their":[78],"existing":[79,200],"brain":[80],"muscle":[82],"abilities":[83],"as":[84,122],"control":[85,158],"possibilities.":[86],"this":[88],"paper":[89],"we":[90],"present":[91],"framework":[93,152],"based":[94],"on":[95,146],"mutimodal":[97],"fusion":[98,134],"approach":[99],"user's":[102],"electromyographic":[103],"(EMG)":[104],"electroencephalographic":[106],"(EEG)":[107],"activities":[108],"so":[111],"called":[112],"\u201cHybrid-BCI\u201d":[113],"(hBCI).":[114],"Although":[115],"EEG":[116,136],"BCI":[117,197],"alone":[118],"yields":[119],"good":[120],"performance":[121],"already":[123],"proved":[124],"many":[126,187],"papers,":[128],"it":[129],"is":[130],"outperformed":[131],"by":[132],"EMG.":[138],"We":[139,176],"investigate":[140],"influence":[142],"muscular":[144],"fatigue":[145],"EMG":[148],"performance.":[149],"Such":[150],"will":[153],"more":[156],"reliable":[157],"adaptation":[160],"hBCI":[163],"if":[164],"user":[166],"get":[167],"exhausted":[168],"loses":[170],"concentration":[171],"during":[172],"rehabilitation":[174],"process.":[175],"focus":[177],"our":[178],"aims":[181],"improving":[183],"lives":[185],"upper":[188],"limb":[189],"individuals":[191],"through":[192],"combination":[194],"current":[196],"technologies":[198],"with":[199],"assistive":[201],"medical":[202],"systems.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}