{"id":"https://openalex.org/W2108731329","doi":"https://doi.org/10.1109/acssc.2008.5074573","title":"Streaming measurements in compressive sensing: &amp;#x2113;&lt;inf&gt;1&lt;/inf&gt; filtering","display_name":"Streaming measurements in compressive sensing: &amp;#x2113;&lt;inf&gt;1&lt;/inf&gt; filtering","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W2108731329","doi":"https://doi.org/10.1109/acssc.2008.5074573","mag":"2108731329"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2008.5074573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2008.5074573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 42nd Asilomar Conference on Signals, Systems and Computers","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/A5063170670","display_name":"M. Salman Asif","orcid":"https://orcid.org/0000-0001-5993-3903"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Salman Asif","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108137552","display_name":"Justin Romberg","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Romberg","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063170670"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":2.6209,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90014341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1051","last_page":"1058"},"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":0.9991999864578247,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9983999729156494,"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/compressed-sensing","display_name":"Compressed sensing","score":0.6325297951698303},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6225799322128296},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.6067114472389221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5018508434295654},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4564012587070465},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.41664063930511475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3254799246788025},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.27079668641090393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21730852127075195},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.05837821960449219}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6325297951698303},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6225799322128296},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.6067114472389221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5018508434295654},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4564012587070465},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.41664063930511475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3254799246788025},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27079668641090393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21730852127075195},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.05837821960449219},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acssc.2008.5074573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2008.5074573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 42nd Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W65699389","https://openalex.org/W1986931325","https://openalex.org/W2008772536","https://openalex.org/W2029027380","https://openalex.org/W2062102668","https://openalex.org/W2063978378","https://openalex.org/W2078204800","https://openalex.org/W2081131431","https://openalex.org/W2109449402","https://openalex.org/W2109921208","https://openalex.org/W2115314650","https://openalex.org/W2129131372","https://openalex.org/W2135046866","https://openalex.org/W2145096794","https://openalex.org/W2157969180","https://openalex.org/W2171534739","https://openalex.org/W2296319761","https://openalex.org/W2296616510","https://openalex.org/W2798909945","https://openalex.org/W3105340263","https://openalex.org/W4236752279","https://openalex.org/W4250955649","https://openalex.org/W6677518489","https://openalex.org/W6820645939"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2051487156","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2073681303","https://openalex.org/W2208932071","https://openalex.org/W3153284170","https://openalex.org/W4297883503"],"abstract_inverted_index":{"The":[0,93],"central":[1],"framework":[2],"for":[3,37,49,60,74],"signal":[4],"recovery":[5],"in":[6,124],"compressive":[7],"sensing":[8],"is":[9,95,116],"lscr":[10,39,81],"<sub":[11,40,82,98],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[12,41,83,99],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[13,42,84,100],"norm":[14,43,85],"minimization.":[15,44],"In":[16,66],"recent":[17],"years,":[18],"tremendous":[19],"progress":[20],"has":[21],"been":[22],"made":[23],"on":[24,28,56],"algorithms,":[25,46],"typically":[26],"based":[27,118],"some":[29,80],"kind":[30],"of":[31,64,129,138],"gradient":[32],"descent":[33],"or":[34],"Newton":[35],"iterations,":[36],"performing":[38],"These":[45],"however,":[47],"are":[48,91],"the":[50,58,77,125,148],"most":[51],"part":[52],"ldquostaticrdquo:":[53],"they":[54],"focus":[55],"finding":[57],"solution":[59,78],"a":[61,72,136],"fixed":[62],"set":[63],"measurements.":[65],"this":[67],"paper,":[68],"we":[69,120,134],"will":[70],"present":[71],"method":[73],"quickly":[75],"updating":[76],"to":[79,141,147],"minimization":[86],"problems":[87,144],"as":[88],"new":[89,122],"measurements":[90,123],"added.":[92],"result":[94],"an":[96],"ldquolscr":[97],"filterrdquo":[101],"and":[102,127],"can":[103],"be":[104],"implemented":[105],"using":[106],"standard":[107],"techniques":[108],"from":[109],"numerical":[110],"linear":[111],"algebra.":[112],"Our":[113],"proposed":[114],"scheme":[115],"homotopy":[117],"where":[119],"add":[121],"system":[126],"instead":[128],"solving":[130],"updated":[131],"problem":[132],"directly,":[133],"solve":[135],"series":[137],"simple":[139],"(easy":[140],"solve)":[142],"intermediate":[143],"which":[145],"lead":[146],"desired":[149],"solution.":[150]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}