{"id":"https://openalex.org/W3013982415","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048818","title":"Jointly Sparse Signal Recovery with Prior Info","display_name":"Jointly Sparse Signal Recovery with Prior Info","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3013982415","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048818","mag":"3013982415"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf44664.2019.9048818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd 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/A5087921008","display_name":"Natalie Durgin","orcid":null},"institutions":[{"id":"https://openalex.org/I53486688","display_name":"Skyworks Solutions (United States)","ror":"https://ror.org/02jymes45","country_code":"US","type":"company","lineage":["https://openalex.org/I53486688"]},{"id":"https://openalex.org/I4210164931","display_name":"Hospice Austin","ror":"https://ror.org/05jjek176","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210164931"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Natalie Durgin","raw_affiliation_strings":["Spiceworks,Austin,TX","Spiceworks, Austin, TX"],"affiliations":[{"raw_affiliation_string":"Spiceworks,Austin,TX","institution_ids":["https://openalex.org/I4210164931"]},{"raw_affiliation_string":"Spiceworks, Austin, TX","institution_ids":["https://openalex.org/I53486688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030474777","display_name":"Rachel Grotheer","orcid":"https://orcid.org/0000-0002-2408-2069"},"institutions":[{"id":"https://openalex.org/I42321615","display_name":"Goucher College","ror":"https://ror.org/055ag3e81","country_code":"US","type":"education","lineage":["https://openalex.org/I42321615"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Grotheer","raw_affiliation_strings":["Goucher College,Baltimore,MD","Goucher College, Baltimore, MD"],"affiliations":[{"raw_affiliation_string":"Goucher College,Baltimore,MD","institution_ids":["https://openalex.org/I42321615"]},{"raw_affiliation_string":"Goucher College, Baltimore, MD","institution_ids":["https://openalex.org/I42321615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015405593","display_name":"Chenxi Huang","orcid":"https://orcid.org/0000-0001-8624-4652"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenxi Huang","raw_affiliation_strings":["Yale University,New Haven,CT","Yale University, New Haven, CT"],"affiliations":[{"raw_affiliation_string":"Yale University,New Haven,CT","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Yale University, New Haven, CT","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415967","display_name":"Shuang Li","orcid":"https://orcid.org/0000-0003-3729-7496"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuang Li","raw_affiliation_strings":["Colorado School of Mines,Golden,CO","Colorado School of Mines, Golden, CO"],"affiliations":[{"raw_affiliation_string":"Colorado School of Mines,Golden,CO","institution_ids":["https://openalex.org/I167576493"]},{"raw_affiliation_string":"Colorado School of Mines, Golden, CO","institution_ids":["https://openalex.org/I167576493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103201778","display_name":"Anna Ma","orcid":"https://orcid.org/0000-0002-0099-053X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Ma","raw_affiliation_strings":["University of California,San Diego,CA","University of California, San Diego, CA"],"affiliations":[{"raw_affiliation_string":"University of California,San Diego,CA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"University of California, San Diego, CA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024153474","display_name":"Deanna Needell","orcid":"https://orcid.org/0000-0002-8058-8638"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deanna Needell","raw_affiliation_strings":["University of California Los Angeles,Los Angeles,CA","University of California Los Angeles, Los Angeles, CA"],"affiliations":[{"raw_affiliation_string":"University of California Los Angeles,Los Angeles,CA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California Los Angeles, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066509235","display_name":"Jing Qin","orcid":"https://orcid.org/0000-0001-8630-2904"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Qin","raw_affiliation_strings":["University of Kentucky,Lexington,KY","University of Kentucky, Lexington, KY"],"affiliations":[{"raw_affiliation_string":"University of Kentucky,Lexington,KY","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"University of Kentucky, Lexington, KY","institution_ids":["https://openalex.org/I143302722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5087921008"],"corresponding_institution_ids":["https://openalex.org/I4210164931","https://openalex.org/I53486688"],"apc_list":null,"apc_paid":null,"fwci":0.1892,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54098946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"645","last_page":"649"},"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":0.9987000226974487,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.7010059356689453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6670464277267456},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4850010573863983},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4066311717033386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3597438633441925},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33439159393310547}],"concepts":[{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.7010059356689453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670464277267456},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4850010573863983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4066311717033386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3597438633441925},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33439159393310547},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf44664.2019.9048818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd 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":17,"referenced_works":["https://openalex.org/W746000269","https://openalex.org/W1824175539","https://openalex.org/W1880154232","https://openalex.org/W1918311561","https://openalex.org/W1968630060","https://openalex.org/W2139139435","https://openalex.org/W2145096794","https://openalex.org/W2145417574","https://openalex.org/W2604403210","https://openalex.org/W2767325950","https://openalex.org/W2767362481","https://openalex.org/W2962959174","https://openalex.org/W2963726738","https://openalex.org/W2979367574","https://openalex.org/W3121165271","https://openalex.org/W3124038910","https://openalex.org/W6745787526"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2062023542"],"abstract_inverted_index":{"The":[0],"multiple":[1],"measurement":[2],"vector":[3],"(MMV)":[4],"problem":[5,72],"with":[6,87],"jointly":[7,79],"sparse":[8,80],"signals":[9,76],"has":[10,44],"been":[11,46],"of":[12],"recent":[13],"interest":[14],"across":[15],"many":[16],"fields":[17],"and":[18,36,92],"can":[19],"be":[20,50],"solved":[21],"via":[22],"\u2113":[23,62],"<sub":[24,63],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[25,64],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2,1</sub>":[26,65],"minimization.":[27],"In":[28,52],"such":[29],"applications,":[30],"prior":[31,42],"information":[32,43],"is":[33],"typically":[34],"available":[35],"utilizing":[37],"weights":[38],"to":[39,49,68],"incorporate":[40],"the":[41,70,74],"only":[45],"empirically":[47],"shown":[48],"advantageous.":[51],"this":[53],"work,":[54],"we":[55],"prove":[56],"theoretical":[57,83],"guarantees":[58],"for":[59],"a":[60,78],"weighted":[61],"minimization":[66],"approach":[67],"solving":[69],"MMV":[71],"where":[73],"underlying":[75],"admit":[77],"structure.":[81],"Our":[82],"findings":[84],"are":[85],"complemented":[86],"empirical":[88],"results":[89],"on":[90],"simulated":[91],"real":[93],"world":[94],"video":[95],"data.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
