{"id":"https://openalex.org/W2157462900","doi":"https://doi.org/10.1109/embc.2013.6611121","title":"Single channel blind source separation based local mean decomposition for Biomedical applications","display_name":"Single channel blind source separation based local mean decomposition for Biomedical applications","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2157462900","doi":"https://doi.org/10.1109/embc.2013.6611121","mag":"2157462900","pmid":"https://pubmed.ncbi.nlm.nih.gov/24111308"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2013.6611121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/23995/4/Single%20channel%20blind%20source%20separation.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078932598","display_name":"Yina Guo","orcid":"https://orcid.org/0000-0002-0998-2448"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yina Guo","raw_affiliation_strings":["Taiyuan University of Science and Technology, Taiyuan, ShanXi, China"],"affiliations":[{"raw_affiliation_string":"Taiyuan University of Science and Technology, Taiyuan, ShanXi, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029523168","display_name":"Ganesh R. Naik","orcid":"https://orcid.org/0000-0003-1790-9838"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ganesh R. Naik","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078932598"],"corresponding_institution_ids":["https://openalex.org/I46305995"],"apc_list":null,"apc_paid":null,"fwci":1.9286,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.87154059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2013","issue":null,"first_page":"6812","last_page":"6815"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9882000088691711,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.9351013898849487},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.9177259802818298},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.6497210264205933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6399846076965332},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6262609958648682},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5919363498687744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48265963792800903},{"id":"https://openalex.org/keywords/underdetermined-system","display_name":"Underdetermined system","score":0.4471403658390045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42075347900390625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4078778028488159},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33167505264282227},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10889005661010742}],"concepts":[{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.9351013898849487},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.9177259802818298},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.6497210264205933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6399846076965332},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6262609958648682},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5919363498687744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48265963792800903},{"id":"https://openalex.org/C179690561","wikidata":"https://www.wikidata.org/wiki/Q4316110","display_name":"Underdetermined system","level":2,"score":0.4471403658390045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42075347900390625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4078778028488159},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33167505264282227},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10889005661010742}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2013.6611121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2013.6611121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:24111308","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24111308","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:opus.lib.uts.edu.au:10453/23995","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/23995","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/23995/4/Single%20channel%20blind%20source%20separation.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:researchbank.swinburne.edu.au:55e4b4a0-2c9f-4ecb-b30e-af0c180d29ab/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/441283","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Osaka, Japan, 3-7 July 2013, pp. 6812-6815","raw_type":""}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/23995","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/23995","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/23995/4/Single%20channel%20blind%20source%20separation.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2157462900.pdf","grobid_xml":"https://content.openalex.org/works/W2157462900.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2023236081","https://openalex.org/W2024177505","https://openalex.org/W2028586143","https://openalex.org/W2058676219","https://openalex.org/W2086725969","https://openalex.org/W2099904336","https://openalex.org/W2111070087","https://openalex.org/W2116871167","https://openalex.org/W2125557439","https://openalex.org/W2134128556","https://openalex.org/W2140554090","https://openalex.org/W2141224535","https://openalex.org/W2145905122","https://openalex.org/W2150415460","https://openalex.org/W2523910385","https://openalex.org/W6727928705"],"related_works":["https://openalex.org/W2107364365","https://openalex.org/W2118307209","https://openalex.org/W1785857632","https://openalex.org/W2166724900","https://openalex.org/W4281722104","https://openalex.org/W2187523794","https://openalex.org/W2113403277","https://openalex.org/W1503525627","https://openalex.org/W2553224454","https://openalex.org/W4242656336"],"abstract_inverted_index":{"Single":[0],"Channel":[1],"Blind":[2,17],"Source":[3,18],"Separation":[4,19],"(SCBSS)":[5],"is":[6],"an":[7],"extreme":[8],"case":[9],"of":[10,60,110],"underdetermined":[11],"(more":[12],"sources":[13],"and":[14,35,83,94,121],"fewer":[15],"sensors)":[16],"(BSS)":[20],"problem.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25],"propose":[26],"a":[27,58],"novel":[28],"technique":[29],"using":[30],"Local":[31],"Mean":[32],"Decomposition":[33],"(LMD)":[34],"Independent":[36],"Component":[37],"Analysis":[38],"(ICA)":[39],"combined":[40],"with":[41],"single":[42,54,97,113],"channel":[43,55,98,114],"BSS":[44],"(LMD_ICA).":[45],"First,":[46],"the":[47,53,85,108,111],"LMD":[48],"was":[49,73,90],"used":[50,74],"to":[51,75,78],"decompose":[52],"source":[56,115,124],"into":[57],"series":[59],"data":[61],"sequences,":[62],"which":[63],"are":[64],"called":[65],"as":[66],"Product":[67],"Functions":[68],"(PF),":[69],"then,":[70],"ICA":[71,99],"algorithm":[72],"process":[76],"PFs":[77],"get":[79],"similar":[80],"independent":[81],"components":[82],"extract":[84],"original":[86],"signals.":[87],"A":[88],"comparison":[89],"made":[91],"between":[92],"LMD_ICA":[93],"previously":[95],"proposed":[96,112],"method":[100,117],"(EEMD_ICA).":[101],"The":[102],"real":[103],"time":[104],"experimental":[105],"results":[106],"demonstrated":[107],"advantage":[109],"separation":[116,125],"for":[118],"artifact":[119],"removal":[120],"in":[122],"biomedical":[123],"applications.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}