{"id":"https://openalex.org/W2096005670","doi":"https://doi.org/10.1109/icdsp.2011.6004870","title":"Adaptive step size independent vector analysis for blind source separation","display_name":"Adaptive step size independent vector analysis for blind source separation","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2096005670","doi":"https://doi.org/10.1109/icdsp.2011.6004870","mag":"2096005670"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2011.6004870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2011.6004870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 17th International Conference on Digital Signal Processing (DSP)","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/A5101660177","display_name":"Yanfeng Liang","orcid":"https://orcid.org/0000-0001-8348-3092"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yanfeng Liang","raw_affiliation_strings":["Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053121936","display_name":"Syed Mohsen Naqvi","orcid":"https://orcid.org/0000-0002-1547-0908"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Syed Mohsen Naqvi","raw_affiliation_strings":["Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007993661","display_name":"Jonathon A. Chambers","orcid":"https://orcid.org/0000-0002-7224-8553"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathon A. Chambers","raw_affiliation_strings":["Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Loughborough, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Advanced Signal Processing Group, Electronic and Electrical Engineering Department, Loughborough University, Leicester, UK","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.14686381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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":1.0,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9599999785423279,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.8810970783233643},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7041275501251221},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.6083623170852661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042872071266174},{"id":"https://openalex.org/keywords/separation","display_name":"Separation (statistics)","score":0.549220621585846},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5331603288650513},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5100937485694885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3192623257637024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11126178503036499},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06747135519981384},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.06434771418571472}],"concepts":[{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.8810970783233643},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7041275501251221},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.6083623170852661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042872071266174},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.549220621585846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5331603288650513},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5100937485694885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3192623257637024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11126178503036499},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06747135519981384},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.06434771418571472},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icdsp.2011.6004870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2011.6004870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 17th International Conference on Digital Signal Processing (DSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.44SUR_INST:11140126920002346","is_oa":false,"landing_page_url":"https://openresearch.surrey.ac.uk/esploro/outputs/conferencePresentation/Adaptive-step-size-independent-vector-analysis/99516699102346","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:epubs.surrey.ac.uk:839124","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/839124/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"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 or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5473246134","display_name":null,"funder_award_id":"EP/H049665/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W76597279","https://openalex.org/W271314235","https://openalex.org/W1514159701","https://openalex.org/W1548802052","https://openalex.org/W1585863062","https://openalex.org/W1869295411","https://openalex.org/W1974388905","https://openalex.org/W1989257229","https://openalex.org/W2096301647","https://openalex.org/W2096855653","https://openalex.org/W2103419884","https://openalex.org/W2114461480","https://openalex.org/W2116160866","https://openalex.org/W2128911505","https://openalex.org/W2134910060","https://openalex.org/W2170768669","https://openalex.org/W4205778870","https://openalex.org/W4242259102","https://openalex.org/W6603233860"],"related_works":["https://openalex.org/W2390344110","https://openalex.org/W2046761971","https://openalex.org/W2364896863","https://openalex.org/W2361066326","https://openalex.org/W2182042810","https://openalex.org/W2156932837","https://openalex.org/W2380698615","https://openalex.org/W374502268","https://openalex.org/W2103029460","https://openalex.org/W1785857632"],"abstract_inverted_index":{"In":[0,37],"this":[1],"paper,":[2],"a":[3],"novel":[4],"adaptive":[5],"step":[6,42],"size":[7,43],"independent":[8],"vector":[9,20],"analysis":[10,21],"(ASS-IVA)":[11],"method":[12,40,65],"is":[13,44],"proposed":[14,64],"for":[15],"blind":[16,32],"source":[17,33],"separation.":[18],"Independent":[19],"(IVA)":[22],"can":[23],"successfully":[24],"solve":[25],"the":[26,31,38,41,50,54,63,67,74,80,85],"classical":[27],"permutation":[28],"problem":[29],"in":[30],"separation":[34,82],"(BSS)":[35],"field.":[36],"ASS-IVA":[39],"adjusted":[45],"during":[46],"learning":[47],"to":[48,73],"enhance":[49],"convergence":[51,68],"behavior":[52],"of":[53,84],"conventional":[55],"IVA":[56,76,86],"algorithm.":[57],"The":[58],"experimental":[59],"results":[60],"confirm":[61],"that":[62],"improves":[66],"speed":[69],"greatly":[70],"as":[71],"compared":[72],"original":[75],"method,":[77],"whilst":[78],"retaining":[79],"excellent":[81],"properties":[83],"method.":[87]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}