{"id":"https://openalex.org/W1513531234","doi":"https://doi.org/10.1109/icassp.2015.7178588","title":"Dynamic sparse state estimation using &amp;#x2113;&lt;inf&gt;1&lt;/inf&gt;-&amp;#x2113;&lt;inf&gt;1&lt;/inf&gt; minimization: Adaptive-rate measurement bounds, algorithms and applications","display_name":"Dynamic sparse state estimation using &amp;#x2113;&lt;inf&gt;1&lt;/inf&gt;-&amp;#x2113;&lt;inf&gt;1&lt;/inf&gt; minimization: Adaptive-rate measurement bounds, algorithms and applications","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1513531234","doi":"https://doi.org/10.1109/icassp.2015.7178588","mag":"1513531234"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2015.7178588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/record/205077/files/ICASSP%202015%20paper.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009017662","display_name":"Jo\u00e3o F. C. Mota","orcid":"https://orcid.org/0000-0001-7263-8255"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joao Mota","raw_affiliation_strings":["Electronic and Electrical Engineering Dept., University College, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering Dept., University College, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043511500","display_name":"Nikos Deligiannis","orcid":"https://orcid.org/0000-0001-9300-5860"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["BE","GB"],"is_corresponding":false,"raw_author_name":"Nikos Deligiannis","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","Electronic and Electrical Engineering Dept., University College, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Electronic and Electrical Engineering Dept., University College, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034284556","display_name":"Aswin C. Sankaranarayanan","orcid":"https://orcid.org/0000-0003-0906-4046"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aswin C. Sankaranarayanan","raw_affiliation_strings":["Electrical and Computer Engineering Dept., Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Dept., Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027059837","display_name":"Volkan Cevher","orcid":"https://orcid.org/0000-0002-5004-201X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Volkan Cevher","raw_affiliation_strings":["Laboratory for Information and Inference Systems (LIONS), EPFL, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Information and Inference Systems (LIONS), EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044634366","display_name":"Miguel R. D. Rodrigues","orcid":"https://orcid.org/0000-0002-8908-847X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miguel Rodrigues","raw_affiliation_strings":["Electronic and Electrical Engineering Dept., University College, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering Dept., University College, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"3332","last_page":"3336"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9987000226974487,"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":0.9986000061035156,"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/minification","display_name":"Minification","score":0.725792646408081},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6554301381111145},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6078575253486633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44406676292419434},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4345252513885498},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3560853600502014},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23960205912590027}],"concepts":[{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.725792646408081},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6554301381111145},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6078575253486633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44406676292419434},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4345252513885498},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3560853600502014},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23960205912590027}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2015.7178588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2015.7178588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.tind.io:205077","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/record/205077/files/ICASSP%202015%20paper.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.tind.io:205077","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/record/205077/files/ICASSP%202015%20paper.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference proceedings"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6084913331","display_name":null,"funder_award_id":"EP/K033166/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1581808154","https://openalex.org/W1608074891","https://openalex.org/W1712805121","https://openalex.org/W1997017524","https://openalex.org/W2002990237","https://openalex.org/W2007308522","https://openalex.org/W2022240529","https://openalex.org/W2043189949","https://openalex.org/W2045079045","https://openalex.org/W2059638175","https://openalex.org/W2096720538","https://openalex.org/W2101382837","https://openalex.org/W2101675075","https://openalex.org/W2101909319","https://openalex.org/W2105934661","https://openalex.org/W2111812602","https://openalex.org/W2112015490","https://openalex.org/W2118375162","https://openalex.org/W2121830132","https://openalex.org/W2140122025","https://openalex.org/W2145096794","https://openalex.org/W2149400409","https://openalex.org/W2164278908","https://openalex.org/W2167077875","https://openalex.org/W2172103920","https://openalex.org/W2244987555","https://openalex.org/W2296616510","https://openalex.org/W2540033587","https://openalex.org/W2949567103","https://openalex.org/W2963295317","https://openalex.org/W3124617746","https://openalex.org/W4250955649","https://openalex.org/W4292363360","https://openalex.org/W6636600324","https://openalex.org/W6763763000"],"related_works":["https://openalex.org/W1979597421","https://openalex.org/W2158224665","https://openalex.org/W2007980826","https://openalex.org/W4245490552","https://openalex.org/W4225152035","https://openalex.org/W2379589510","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2208932071"],"abstract_inverted_index":{"We":[0,80],"propose":[1],"a":[2,10,26,94,109],"recursive":[3],"algorithm":[4,33,98,101],"for":[5,70,85],"estimating":[6],"time-varying":[7],"signals":[8,15],"from":[9],"few":[11],"linear":[12],"measurements.":[13],"The":[14,100],"are":[16,23,63],"assumed":[17],"sparse,":[18],"with":[19],"unknown":[20],"support,":[21],"and":[22,46],"described":[24],"by":[25],"dynamical":[27],"model.":[28],"In":[29],"each":[30,90],"iteration,":[31],"the":[32,48,58],"solves":[34],"an":[35,97],"\u2113":[36,71],"<sub":[37,41,72,76],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[38,42,73,77],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[39,43,74,78],"-\u2113":[40,75],"minimization":[44],"problem":[45],"estimates":[47,62],"number":[49],"of":[50,96],"measurements":[51],"that":[52],"it":[53],"has":[54],"to":[55],"take":[56],"at":[57,89],"next":[59],"iteration.":[60],"These":[61],"computed":[64],"based":[65],"on":[66,108],"recent":[67],"theoretical":[68],"results":[69],"minimization.":[79],"also":[81],"provide":[82],"sufficient":[83],"conditions":[84],"perfect":[86],"signal":[87],"reconstruction":[88],"time":[91],"instant":[92],"as":[93,113],"function":[95],"parameter.":[99],"exhibits":[102],"high":[103],"performance":[104],"in":[105,115],"compressive":[106],"tracking":[107],"real":[110],"video":[111],"sequence,":[112],"shown":[114],"our":[116],"experimental":[117],"results.":[118]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
