{"id":"https://openalex.org/W3135763227","doi":"https://doi.org/10.1109/access.2021.3063798","title":"Sparse Analysis Recovery via Iterative Cosupport Detection Estimation","display_name":"Sparse Analysis Recovery via Iterative Cosupport Detection Estimation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135763227","doi":"https://doi.org/10.1109/access.2021.3063798","mag":"3135763227"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3063798","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063798","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369336.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006796286","display_name":"Heping Song","orcid":"https://orcid.org/0000-0002-8583-2804"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heping Song","raw_affiliation_strings":["Jiangsu Key Laboratory of Security Technology for Industrial Cyberspace, Jiangsu University, Zhenjiang, China","School of Computer Science and Communications Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-8583-2804","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Security Technology for Industrial Cyberspace, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communications Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019731388","display_name":"Xiaolong Ren","orcid":"https://orcid.org/0000-0002-1428-3238"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Ren","raw_affiliation_strings":["School of Computer Science and Communications Engineering, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-1428-3238","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communications Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004631861","display_name":"Yuping Lai","orcid":"https://orcid.org/0000-0002-3797-1228"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuping Lai","raw_affiliation_strings":["School of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108055798","display_name":"Hongying Meng","orcid":"https://orcid.org/0000-0002-8836-1382"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongying Meng","raw_affiliation_strings":["Brunel University London, Uxbridge UB8 3PH, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8836-1382","affiliations":[{"raw_affiliation_string":"Brunel University London, Uxbridge UB8 3PH, U.K","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006796286"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.178,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43551381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"9","issue":null,"first_page":"38386","last_page":"38395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9993000030517578,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.8021935224533081},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7160363793373108},{"id":"https://openalex.org/keywords/basis-pursuit","display_name":"Basis pursuit","score":0.519194483757019},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5124843120574951},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5093523263931274},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5073558688163757},{"id":"https://openalex.org/keywords/signal-recovery","display_name":"Signal recovery","score":0.47607794404029846},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4734330177307129},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45647957921028137},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44064271450042725},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.437791109085083},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.43550243973731995},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4323435425758362},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4245802164077759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3003899157047272},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.15793952345848083},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11264622211456299},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.10421624779701233}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021935224533081},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7160363793373108},{"id":"https://openalex.org/C99217422","wikidata":"https://www.wikidata.org/wiki/Q4867576","display_name":"Basis pursuit","level":4,"score":0.519194483757019},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5124843120574951},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5093523263931274},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5073558688163757},{"id":"https://openalex.org/C2989281035","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Signal recovery","level":3,"score":0.47607794404029846},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4734330177307129},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45647957921028137},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44064271450042725},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.437791109085083},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.43550243973731995},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4323435425758362},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4245802164077759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3003899157047272},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.15793952345848083},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11264622211456299},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.10421624779701233},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3063798","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063798","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/22460","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/22460","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:72e71962a6964e3c9599da4672937ede","is_oa":true,"landing_page_url":"https://doaj.org/article/72e71962a6964e3c9599da4672937ede","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 38386-38395 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3063798","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063798","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369336.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2030132589","display_name":null,"funder_award_id":"4194076","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6437279259","display_name":null,"funder_award_id":"202008320094","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G6705606782","display_name":null,"funder_award_id":"BK20170558","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320321843","display_name":"Bulgarian National Science Fund","ror":"https://ror.org/05eg49r29"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135763227.pdf","grobid_xml":"https://content.openalex.org/works/W3135763227.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W169122852","https://openalex.org/W1517634087","https://openalex.org/W1591116419","https://openalex.org/W1683055085","https://openalex.org/W1967279216","https://openalex.org/W1976709621","https://openalex.org/W1977520307","https://openalex.org/W1977777127","https://openalex.org/W1980548182","https://openalex.org/W2008732654","https://openalex.org/W2019467446","https://openalex.org/W2046658845","https://openalex.org/W2069959554","https://openalex.org/W2075506710","https://openalex.org/W2078204800","https://openalex.org/W2093427575","https://openalex.org/W2100556411","https://openalex.org/W2107059427","https://openalex.org/W2107844156","https://openalex.org/W2116437043","https://openalex.org/W2127271355","https://openalex.org/W2128659236","https://openalex.org/W2128986740","https://openalex.org/W2130187411","https://openalex.org/W2142211803","https://openalex.org/W2145096794","https://openalex.org/W2152171106","https://openalex.org/W2160979406","https://openalex.org/W2164278908","https://openalex.org/W2170507371","https://openalex.org/W2221467450","https://openalex.org/W2289917018","https://openalex.org/W2296616510","https://openalex.org/W2394933978","https://openalex.org/W2476121399","https://openalex.org/W2605055234","https://openalex.org/W2735776400","https://openalex.org/W2765989888","https://openalex.org/W2772732314","https://openalex.org/W2772826071","https://openalex.org/W2963103052","https://openalex.org/W2963322354","https://openalex.org/W3016088554","https://openalex.org/W3028407566","https://openalex.org/W3099751318","https://openalex.org/W3106348863","https://openalex.org/W3120254766","https://openalex.org/W4235713725","https://openalex.org/W4250955649","https://openalex.org/W4292363360","https://openalex.org/W6637488782","https://openalex.org/W6736096621","https://openalex.org/W6755483705"],"related_works":["https://openalex.org/W4300448317","https://openalex.org/W2952153915","https://openalex.org/W1979857942","https://openalex.org/W4385694579","https://openalex.org/W2372875289","https://openalex.org/W2465351041","https://openalex.org/W2937169764","https://openalex.org/W2133079381","https://openalex.org/W4319793311","https://openalex.org/W2899283851"],"abstract_inverted_index":{"Cosparse":[0],"analysis":[1,19,38,60,66,75,110,147],"model":[2],"(CAM)":[3],"provides":[4],"a":[5,17,42,56,93,108],"new":[6,49,57],"signal":[7,100,105],"processing":[8],"paradigm":[9],"for":[10,63,130],"recovering":[11],"cosparse":[12,74],"signals":[13,71],"with":[14,125,143],"respect":[15],"to":[16],"given":[18],"operator":[20],"from":[21],"the":[22,27,64,70,73,97,103,114,144],"undersampled":[23],"linear":[24],"measurements":[25],"in":[26,141],"context":[28],"of":[29,32,59,96,122,152],"emerging":[30],"theory":[31],"compressed":[33],"sensing":[34],"(CS).":[35],"The":[36],"sparse":[37,65,146],"recovery/cosparse":[39],"recovery":[40,67,148],"is":[41,85,139],"key":[43],"one":[44],"brought":[45],"up":[46],"by":[47,106],"this":[48,52],"paradigm.":[50],"In":[51],"paper,":[53],"we":[54,118],"propose":[55,119],"family":[58],"pursuit":[61,111],"algorithms":[62],"problem":[68,112],"when":[69],"obey":[72],"model,":[76],"termed":[77],"as":[78],"iterative":[79],"cosupport":[80,94,131],"detection":[81],"estimation":[82],"(ICDE).":[83],"ICDE":[84,123,138,153],"an":[86,126],"algorithmic":[87],"framework,":[88],"which":[89],"alternates":[90],"between":[91],"detecting":[92],"set":[95],"unknown":[98],"true":[99],"and":[101],"estimating":[102],"underlying":[104],"solving":[107],"truncated":[109],"on":[113,159],"detected":[115],"cosupport.":[116],"Further,":[117],"effective":[120],"implementations":[121],"equipped":[124],"efficient":[127],"thresholding":[128],"strategy":[129],"detection.":[132],"Empirical":[133],"performance":[134],"comparisons":[135],"show":[136],"that":[137],"favorable":[140],"comparison":[142],"state-of-the-art":[145],"algorithms.":[149],"Source":[150],"code":[151],"has":[154],"been":[155],"made":[156],"publicly":[157],"available":[158],"Github:":[160],"https://github.com/songhp/ICDE.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
