{"id":"https://openalex.org/W3127565762","doi":"https://doi.org/10.1109/jstsp.2021.3057238","title":"Separable Joint Blind Deconvolution and Demixing","display_name":"Separable Joint Blind Deconvolution and Demixing","publication_year":2021,"publication_date":"2021-02-05","ids":{"openalex":"https://openalex.org/W3127565762","doi":"https://doi.org/10.1109/jstsp.2021.3057238","mag":"3127565762"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2021.3057238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2021.3057238","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2102.02703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082779433","display_name":"Dana Weitzner","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Dana Weitzner","raw_affiliation_strings":["School of Electrical Engineering, Tel-Aviv University, Ramat Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Tel-Aviv University, Ramat Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072571599","display_name":"Raja Giryes","orcid":"https://orcid.org/0000-0002-2830-0297"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Raja Giryes","raw_affiliation_strings":["School of Electrical Engineering, Tel-Aviv University, Ramat Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Tel-Aviv University, Ramat Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082779433"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":0.5315,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58509719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"3","first_page":"657","last_page":"671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9997000098228455,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.8799409866333008},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8557218313217163},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.7992749810218811},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7001124620437622},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.5642591118812561},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5536101460456848},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5155901312828064},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5129830241203308},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5061520934104919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49828100204467773},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4968295395374298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46090731024742126},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.45471641421318054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34102165699005127}],"concepts":[{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.8799409866333008},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8557218313217163},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.7992749810218811},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7001124620437622},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.5642591118812561},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5536101460456848},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5155901312828064},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5129830241203308},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5061520934104919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49828100204467773},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4968295395374298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46090731024742126},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.45471641421318054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34102165699005127},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstsp.2021.3057238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2021.3057238","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2102.02703","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.02703","pdf_url":"https://arxiv.org/pdf/2102.02703","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2102.02703","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.02703","pdf_url":"https://arxiv.org/pdf/2102.02703","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W143004564","https://openalex.org/W1593446593","https://openalex.org/W1600672635","https://openalex.org/W1926842446","https://openalex.org/W2011677178","https://openalex.org/W2030633827","https://openalex.org/W2061225176","https://openalex.org/W2078397124","https://openalex.org/W2092074494","https://openalex.org/W2110355775","https://openalex.org/W2138204001","https://openalex.org/W2140867429","https://openalex.org/W2143075842","https://openalex.org/W2159187245","https://openalex.org/W2166163936","https://openalex.org/W2385126988","https://openalex.org/W2591660123","https://openalex.org/W2604615309","https://openalex.org/W2608011286","https://openalex.org/W2611328865","https://openalex.org/W2800109938","https://openalex.org/W2887509927","https://openalex.org/W2906602402","https://openalex.org/W2921966978","https://openalex.org/W2962818938","https://openalex.org/W2962890596","https://openalex.org/W2963418446","https://openalex.org/W2963430899","https://openalex.org/W2963456938","https://openalex.org/W2963731874","https://openalex.org/W2963805962","https://openalex.org/W2969215180","https://openalex.org/W3003771358","https://openalex.org/W3104501706","https://openalex.org/W4229828140","https://openalex.org/W4251232133","https://openalex.org/W4377077151","https://openalex.org/W6640383432","https://openalex.org/W6735701438","https://openalex.org/W6760219654"],"related_works":["https://openalex.org/W2034520358","https://openalex.org/W2028099218","https://openalex.org/W2059639161","https://openalex.org/W2586325539","https://openalex.org/W2058895457","https://openalex.org/W1538056422","https://openalex.org/W2029084792","https://openalex.org/W2023738877","https://openalex.org/W2147401053","https://openalex.org/W2589098082"],"abstract_inverted_index":{"Blind":[0],"deconvolution":[1,37],"and":[2,11,38,71],"demixing":[3,39],"is":[4],"the":[5,14,67,73],"problem":[6,20],"of":[7,16,66],"reconstructing":[8],"convolved":[9],"signals":[10],"kernels":[12],"from":[13],"sum":[15],"their":[17],"convolutions.":[18],"This":[19,29],"arises":[21],"in":[22],"many":[23],"applications,":[24],"such":[25],"as":[26],"blind":[27,36],"MIMO.":[28],"work":[30],"presents":[31],"a":[32],"separable":[33],"approach":[34],"to":[35],"via":[40],"convex":[41],"optimization.":[42],"Unlike":[43],"previous":[44],"works,":[45],"our":[46],"formulation":[47],"allows":[48],"separation":[49],"into":[50],"smaller":[51],"optimization":[52],"problems,":[53],"which":[54,62],"significantly":[55],"improves":[56],"complexity.":[57],"We":[58],"develop":[59],"recovery":[60],"guarantees,":[61],"comply":[63],"with":[64],"those":[65],"original":[68],"non-separable":[69],"problem,":[70],"demonstrate":[72],"method":[74],"performance":[75],"under":[76],"several":[77],"normalization":[78],"constraints.":[79]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
