{"id":"https://openalex.org/W2376876637","doi":"https://doi.org/10.1109/icics.2015.7459902","title":"Independent component analysis combined with compressed sensing for EEG compression in BCI","display_name":"Independent component analysis combined with compressed sensing for EEG compression in BCI","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2376876637","doi":"https://doi.org/10.1109/icics.2015.7459902","mag":"2376876637"},"language":"en","primary_location":{"id":"doi:10.1109/icics.2015.7459902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icics.2015.7459902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th International Conference on Information, Communications and Signal Processing (ICICS)","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/A5080687525","display_name":"Bangyan Zhou","orcid":"https://orcid.org/0000-0001-9148-2946"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bangyan Zhou","raw_affiliation_strings":["Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058510872","display_name":"Xiaopei Wu","orcid":"https://orcid.org/0000-0002-2485-4719"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopei Wu","raw_affiliation_strings":["Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026466982","display_name":"Zhao Lv","orcid":"https://orcid.org/0000-0003-4530-4422"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Lv","raw_affiliation_strings":["Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433899","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-2078-4215"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405888","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0002-2817-0488"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing"],"affiliations":[{"raw_affiliation_string":"Co-Innovation Center for Information Supply & Assurance Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Computing & Signal Processing","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080687525"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":0.2872,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.6092584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"54","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7733346223831177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7585611343383789},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7164631485939026},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6718785762786865},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6401962041854858},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.48315566778182983},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4806165099143982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47516554594039917},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47398439049720764},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.41419824957847595},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3924112021923065},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10583746433258057},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06174743175506592}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7733346223831177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7585611343383789},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7164631485939026},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6718785762786865},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6401962041854858},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.48315566778182983},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4806165099143982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47516554594039917},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47398439049720764},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.41419824957847595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3924112021923065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10583746433258057},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06174743175506592},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icics.2015.7459902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icics.2015.7459902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th International Conference on Information, Communications and Signal Processing (ICICS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1984795786","https://openalex.org/W1995555169","https://openalex.org/W2018730537","https://openalex.org/W2025217905","https://openalex.org/W2068028305","https://openalex.org/W2105909330","https://openalex.org/W2127271355","https://openalex.org/W2130286991","https://openalex.org/W2145096794","https://openalex.org/W2152231009","https://openalex.org/W2160547390","https://openalex.org/W2171746332"],"related_works":["https://openalex.org/W1512321724","https://openalex.org/W4231317009","https://openalex.org/W2367696392","https://openalex.org/W4383723869","https://openalex.org/W4293703255","https://openalex.org/W2161302774","https://openalex.org/W2388481516","https://openalex.org/W2271907651","https://openalex.org/W4384298135","https://openalex.org/W4383722264"],"abstract_inverted_index":{"Considering":[0],"the":[1,13,65,76,83,89,97,107,112,118,122],"limitation":[2],"of":[3,61,75,124],"hardware":[4],"requirement":[5],"and":[6,35],"power":[7],"dissipation":[8],"in":[9,30,117],"wearable":[10],"brain-computer":[11],"interface(BCI),":[12],"electroencephalogram(EEG)":[14],"data":[15,79,126],"compression":[16,92,100,120],"implemented":[17],"by":[18,130],"independent":[19,47],"component":[20],"analysis":[21],"(ICA)":[22],"combined":[23],"with":[24,96],"compressed":[25,72],"sensing":[26],"(CS)":[27],"is":[28,41,53,94],"proposed":[29,66,90,119],"this":[31],"paper.":[32],"A":[33],"simple":[34],"effective":[36],"ICA":[37],"spatial":[38],"filtering":[39],"method":[40],"used":[42],"to":[43,55],"obtain":[44],"motor":[45,85],"related":[46],"components":[48],"(MRICs).":[49],"Furthermore,":[50],"CS":[51,99],"algorithm":[52],"introduced":[54],"compress":[56],"MRICs,":[57],"which":[58],"have":[59,111],"advantage":[60],"frequency":[62],"sparse.":[63],"So":[64],"scheme":[67,93],"can":[68,127],"make":[69],"few":[70],"MRICs":[71],"transmission":[73,125],"instead":[74],"multi-channel":[77],"EEG":[78,87,91],"transmission.":[80],"Based":[81],"on":[82],"measured":[84],"imagery":[86],"data,":[88],"compared":[95],"traditional":[98],"scheme.":[101],"The":[102],"experimental":[103],"results":[104],"show":[105],"that,":[106],"two":[108],"system":[109],"schemes":[110],"similar":[113],"classification":[114],"accuracy.":[115],"However,":[116],"scheme,":[121],"amount":[123],"be":[128],"reduced":[129],"75%.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}