{"id":"https://openalex.org/W2774820752","doi":"https://doi.org/10.1109/tsp.2017.2778695","title":"Sparse Signal Recovery Using Iterative Proximal Projection","display_name":"Sparse Signal Recovery Using Iterative Proximal Projection","publication_year":2017,"publication_date":"2017-11-30","ids":{"openalex":"https://openalex.org/W2774820752","doi":"https://doi.org/10.1109/tsp.2017.2778695","mag":"2774820752"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2017.2778695","doi":"https://doi.org/10.1109/tsp.2017.2778695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2017.2778695","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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 Transactions on Signal Processing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01707062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060977072","display_name":"Fateme Ghayem","orcid":"https://orcid.org/0000-0001-5779-6685","observed_orcids":["https://orcid.org/0000-0001-5779-6685"]},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006"]}],"countries":["FR","IR"],"is_corresponding":false,"raw_author_name":"Fateme Ghayem","raw_affiliation_strings":["Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","Department of Electrical Engineering [Tehran]","GIPSA - Vision and Brain Signal Processing"],"raw_orcid":"https://orcid.org/0000-0001-5779-6685","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Department of Electrical Engineering [Tehran]","institution_ids":[]},{"raw_affiliation_string":"GIPSA - Vision and Brain Signal Processing","institution_ids":["https://openalex.org/I4210124956"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mostafa Sadeghi","orcid":"https://orcid.org/0000-0002-0272-8017","observed_orcids":["https://orcid.org/0000-0002-0272-8017"]},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mostafa Sadeghi","raw_affiliation_strings":["Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","Department of Electrical Engineering [Tehran]"],"raw_orcid":"https://orcid.org/0000-0002-0272-8017","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Department of Electrical Engineering [Tehran]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083199991","display_name":"Massoud Babaie\u2010Zadeh","orcid":"https://orcid.org/0000-0001-8864-4756","observed_orcids":["https://orcid.org/0000-0001-8864-4756"]},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Massoud Babaie-Zadeh","raw_affiliation_strings":["Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","Department of Electrical Engineering [Tehran]"],"raw_orcid":"https://orcid.org/0000-0001-8864-4756","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]},{"raw_affiliation_string":"Department of Electrical Engineering [Tehran]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101692633","display_name":"Saikat Chatterjee","orcid":"https://orcid.org/0000-0003-2638-6047","observed_orcids":["https://orcid.org/0000-0003-2638-6047"]},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Saikat Chatterjee","raw_affiliation_strings":["Communication Theory Lab, KTH Royal Institute of Technology, Stockholm, Sweden","KTH Royal Institute of Technology [Stockholm]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Theory Lab, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology [Stockholm]","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041348422","display_name":"Mikael Skoglund","orcid":"https://orcid.org/0000-0002-7926-5081","observed_orcids":["https://orcid.org/0000-0002-7926-5081"]},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mikael Skoglund","raw_affiliation_strings":["Communication Theory Lab, KTH Royal Institute of Technology, Stockholm, Sweden","KTH Royal Institute of Technology [Stockholm]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Theory Lab, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"KTH Royal Institute of Technology [Stockholm]","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055562421","display_name":"Christian Jutten","orcid":"https://orcid.org/0000-0002-4477-4847","observed_orcids":["https://orcid.org/0000-0002-4477-4847"]},"institutions":[{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Jutten","raw_affiliation_strings":["Department of Images and Signals, University of Grenoble, Grenoble, France","Institut Universitaire de France, Paris, France","GIPSA - Vision and Brain Signal Processing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Images and Signals, University of Grenoble, Grenoble, France","institution_ids":["https://openalex.org/I899635006"]},{"raw_affiliation_string":"Institut Universitaire de France, Paris, France","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"GIPSA - Vision and Brain Signal Processing","institution_ids":["https://openalex.org/I4210124956"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":2.779,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.89992704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"66","issue":"4","first_page":"879","last_page":"894"},"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/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/T10500","display_name":"Sparse and Compressive Sensing 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/T10688","display_name":"Image and Signal Denoising Methods","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sparse-signal-recovery","display_name":"sparse signal recovery","score":1.0},{"id":"https://openalex.org/keywords/nonsmooth-optimization","display_name":"nonsmooth optimization","score":0.8119999766349792},{"id":"https://openalex.org/keywords/noisy-measurements","display_name":"noisy measurements","score":0.8899999856948853},{"id":"https://openalex.org/keywords/convergence-analysis","display_name":"convergence analysis","score":0.7070000171661377},{"id":"https://openalex.org/keywords/critical-points","display_name":"critical points","score":0.6710000038146973}],"concepts":[{"id":"https://openalex.org/C179690561","wikidata":"https://www.wikidata.org/wiki/Q4316110","display_name":"Underdetermined system","level":2,"score":0.8635951280593872},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.6124948263168335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6081950664520264},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5928068161010742},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5810514688491821},{"id":"https://openalex.org/C10494615","wikidata":"https://www.wikidata.org/wiki/Q17086765","display_name":"Proximal Gradient Methods","level":4,"score":0.5789948105812073},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5655080080032349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5396822094917297},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5296040773391724},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4987823963165283},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.4980154037475586},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4675746262073517},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.45888763666152954},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.438364177942276},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.4380514323711395},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.43315330147743225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3898078203201294},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.37468546628952026},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2017.2778695","doi":"https://doi.org/10.1109/tsp.2017.2778695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2017.2778695","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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 Transactions on Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01707062v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-01707062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing, 2018, 66 (4), pp.879 - 894. &#x27E8;10.1109/TSP.2017.2778695&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01707062v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-01707062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing, 2018, 66 (4), pp.879 - 894. &#x27E8;10.1109/TSP.2017.2778695&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322243","display_name":"Iran National Science Foundation","ror":"https://ror.org/03sr1ma14"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W143004564","https://openalex.org/W340244495","https://openalex.org/W1540764732","https://openalex.org/W1946620893","https://openalex.org/W1967138577","https://openalex.org/W1968154520","https://openalex.org/W1980500788","https://openalex.org/W1985124715","https://openalex.org/W2012961725","https://openalex.org/W2026933032","https://openalex.org/W2027982384","https://openalex.org/W2029816571","https://openalex.org/W2044762091","https://openalex.org/W2049819383","https://openalex.org/W2055054213","https://openalex.org/W2065321782","https://openalex.org/W2074682976","https://openalex.org/W2078204800","https://openalex.org/W2078853581","https://openalex.org/W2100068253","https://openalex.org/W2100556411","https://openalex.org/W2103215959","https://openalex.org/W2111854888","https://openalex.org/W2115706991","https://openalex.org/W2118297240","https://openalex.org/W2119667497","https://openalex.org/W2124541940","https://openalex.org/W2135046866","https://openalex.org/W2142374996","https://openalex.org/W2166956514","https://openalex.org/W2168745297","https://openalex.org/W2296319761","https://openalex.org/W2296616510","https://openalex.org/W2345726393","https://openalex.org/W2464297670","https://openalex.org/W2736716203","https://openalex.org/W2742993181","https://openalex.org/W2913192828","https://openalex.org/W2913535645","https://openalex.org/W2963322354","https://openalex.org/W2963648037","https://openalex.org/W3029645440","https://openalex.org/W3099013461","https://openalex.org/W3141595720","https://openalex.org/W4235713725","https://openalex.org/W4247480362","https://openalex.org/W4249513058","https://openalex.org/W4252265035","https://openalex.org/W4293775970","https://openalex.org/W4300263211"],"related_works":["https://openalex.org/W2464297670","https://openalex.org/W2289145899","https://openalex.org/W2323722085","https://openalex.org/W2543391167","https://openalex.org/W4400617631","https://openalex.org/W2402897962","https://openalex.org/W1621546447","https://openalex.org/W2748288783","https://openalex.org/W2913838810","https://openalex.org/W2753627117"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2],"concerned":[3],"with":[4,48,68],"designing":[5],"efficient":[6],"algorithms":[7],"for":[8,59],"recovering":[9],"sparse":[10],"signals":[11],"from":[12],"noisy":[13],"underdetermined":[14],"measurements.":[15],"More":[16],"precisely,":[17],"we":[18,38,63,78],"consider":[19],"minimization":[20,42],"of":[21],"a":[22,69,83],"nonsmooth":[23],"and":[24,105],"nonconvex":[25],"sparsity":[26],"promoting":[27],"function":[28],"subject":[29],"to":[30,73,82],"an":[31,40,49],"error":[32],"constraint.":[33],"To":[34],"solve":[35],"this":[36],"problem,":[37],"use":[39],"alternating":[41],"penalty":[43],"method,":[44],"which":[45],"ends":[46],"up":[47],"iterative":[50],"proximal-projection":[51],"approach.":[52],"Furthermore,":[53],"inspired":[54],"by":[55],"accelerated":[56],"gradient":[57],"schemes":[58],"solving":[60],"convex":[61],"problems,":[62],"equip":[64],"the":[65,98],"obtained":[66],"algorithm":[67,100],"so-called":[70],"extrapolation":[71],"step":[72],"boost":[74],"its":[75,80],"performance.":[76],"Additionally,":[77],"prove":[79],"convergence":[81],"critical":[84],"point.":[85],"Our":[86],"extensive":[87],"simulations":[88],"on":[89],"synthetic":[90],"as":[91,93],"well":[92],"real":[94],"data":[95],"verify":[96],"that":[97],"proposed":[99,107],"considerably":[101],"outperforms":[102],"some":[103],"well-known":[104],"recently":[106],"algorithms.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2017-12-22T00:00:00"}
