{"id":"https://openalex.org/W1712805121","doi":"https://doi.org/10.1109/tit.2017.2695614","title":"Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds","display_name":"Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds","publication_year":2017,"publication_date":"2017-04-19","ids":{"openalex":"https://openalex.org/W1712805121","doi":"https://doi.org/10.1109/tit.2017.2695614","mag":"1712805121"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2017.2695614","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tit.2017.2695614","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Information Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tit.2017.2695614","any_repository_has_fulltext":false},"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/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210085930","display_name":"Heriot-Watt University Malaysia","ror":"https://ror.org/0059w0420","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210085930"]},{"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","MY"],"is_corresponding":true,"raw_author_name":"Joao F. C. Mota","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University College London, London, U.K","Institute of Sensors, Signals, and Systems, Heriot-Watt University, Edinburgh, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University College London, London, U.K","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Institute of Sensors, Signals, and Systems, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I4210085930","https://openalex.org/I32062511"]}]},{"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/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]},{"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 Electronic and Electrical Engineering, University College London, London, U.K","Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium","imec, Kapeldreef 75, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University College London, London, U.K","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"imec, Kapeldreef 75, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"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 R. D. Rodrigues","raw_affiliation_strings":["Electronic and Electrical Engineering Department, University College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering Department, University College London, London, U.K","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009017662"],"corresponding_institution_ids":["https://openalex.org/I32062511","https://openalex.org/I4210085930","https://openalex.org/I45129253"],"apc_list":null,"apc_paid":{"value":1341,"currency":"EUR","value_usd":1446},"fwci":16.7922,"has_fulltext":false,"cited_by_count":170,"citation_normalized_percentile":{"value":0.99712292,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"63","issue":"7","first_page":"4472","last_page":"4496"},"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":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.5019524097442627},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4797576665878296},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.4544454514980316},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4232957661151886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4127400517463684},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34286391735076904},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12932398915290833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5019524097442627},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4797576665878296},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.4544454514980316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4232957661151886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4127400517463684},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34286391735076904},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12932398915290833}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tit.2017.2695614","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tit.2017.2695614","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1561644","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1561644/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Information Theory , 63  (7)   pp. 4472-4496.   (2017)      ","raw_type":"Article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:139620","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/compressed-sensing-with-prior-information-strategies-geometry-and-bounds(2e9d9cb6-3b4e-4d4d-9684-c35db4ae9f52).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"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":"article"}],"best_oa_location":{"id":"doi:10.1109/tit.2017.2695614","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tit.2017.2695614","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Information Theory","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2073135371","display_name":null,"funder_award_id":"G0A2617N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G3163032127","display_name":"Efficient Energy Management in Energy Harvesting Wireless Sensor Networks: An Approach Based on Distributed Compressive Sensing","funder_award_id":"EP/K033166/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"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/F4320311518","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W74946117","https://openalex.org/W568673721","https://openalex.org/W1503425191","https://openalex.org/W1513531234","https://openalex.org/W1527244582","https://openalex.org/W1577906631","https://openalex.org/W1608074891","https://openalex.org/W1628160837","https://openalex.org/W1639211413","https://openalex.org/W1684009677","https://openalex.org/W1800334520","https://openalex.org/W1822304029","https://openalex.org/W1824175539","https://openalex.org/W1829836923","https://openalex.org/W1881709950","https://openalex.org/W1883653182","https://openalex.org/W1918311561","https://openalex.org/W1935101545","https://openalex.org/W1940092062","https://openalex.org/W1980079540","https://openalex.org/W1986931325","https://openalex.org/W1997017524","https://openalex.org/W1997914379","https://openalex.org/W2015418199","https://openalex.org/W2025223969","https://openalex.org/W2030449718","https://openalex.org/W2036648611","https://openalex.org/W2044762091","https://openalex.org/W2055064119","https://openalex.org/W2058885146","https://openalex.org/W2067810487","https://openalex.org/W2073139509","https://openalex.org/W2077306951","https://openalex.org/W2082029531","https://openalex.org/W2085229299","https://openalex.org/W2091256848","https://openalex.org/W2096854583","https://openalex.org/W2098996169","https://openalex.org/W2099213070","https://openalex.org/W2101675075","https://openalex.org/W2106460483","https://openalex.org/W2107861471","https://openalex.org/W2109357213","https://openalex.org/W2110355775","https://openalex.org/W2111394763","https://openalex.org/W2115275122","https://openalex.org/W2119667497","https://openalex.org/W2122548617","https://openalex.org/W2127455914","https://openalex.org/W2128633079","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2132001804","https://openalex.org/W2134120396","https://openalex.org/W2135479785","https://openalex.org/W2140664634","https://openalex.org/W2143116731","https://openalex.org/W2144006746","https://openalex.org/W2144555825","https://openalex.org/W2145096794","https://openalex.org/W2147276092","https://openalex.org/W2149400409","https://openalex.org/W2150412388","https://openalex.org/W2152374199","https://openalex.org/W2160955696","https://openalex.org/W2164595191","https://openalex.org/W2164696938","https://openalex.org/W2167077875","https://openalex.org/W2240528012","https://openalex.org/W2296616510","https://openalex.org/W2399057589","https://openalex.org/W2400972628","https://openalex.org/W2517289061","https://openalex.org/W2537682809","https://openalex.org/W2540033587","https://openalex.org/W2610971674","https://openalex.org/W2759465634","https://openalex.org/W2762625016","https://openalex.org/W2963295317","https://openalex.org/W2963414100","https://openalex.org/W2964340649","https://openalex.org/W3098848552","https://openalex.org/W3099257477","https://openalex.org/W3102092452","https://openalex.org/W3103542348","https://openalex.org/W3106025938","https://openalex.org/W3121165271","https://openalex.org/W3124617746","https://openalex.org/W3125735862","https://openalex.org/W4240159220","https://openalex.org/W4245577611","https://openalex.org/W4250955649","https://openalex.org/W4252713891","https://openalex.org/W6673172288","https://openalex.org/W6690041466","https://openalex.org/W6966954439"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W1881631164","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W2208932071"],"abstract_inverted_index":{"We":[0,30,60],"address":[1],"the":[2,17,32,36,65,76,87,104,137],"problem":[3],"of":[4,19,35,67,106],"compressed":[5],"sensing":[6],"(CS)":[7],"with":[8,16,156],"prior":[9,28,88,149],"information:":[10],"reconstruct":[11,75],"a":[12,20,121],"target":[13],"CS":[14,40,107],"signal":[15,22,38],"aid":[18],"similar":[21,37,124],"that":[23,85],"is":[24],"known":[25],"beforehand,":[26],"our":[27,141,152],"information.":[29,150],"integrate":[31],"additional":[33],"knowledge":[34],"into":[39],"via":[41],"l":[42,51,94,111],"<sub":[43,47,52,56,95,99,112,116],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[44,48,53,57,96,100,113,117],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[45,49,54,97,101,114],"-l":[46,55,98,115],"and":[50,81,128],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[58,118],"minimization.":[59],"then":[61],"establish":[62],"bounds":[63,80,142],"on":[64],"number":[66],"measurements":[68],"required":[69],"by":[70,140],"these":[71],"problems":[72],"to":[73,125,143,147],"successfully":[74],"original":[77],"signal.":[78],"Our":[79],"geometrical":[82],"interpretations":[83],"reveal":[84],"if":[86],"information":[89],"has":[90,120],"good":[91],"enough":[92],"quality,":[93],"minimization":[102,119],"improves":[103],"performance":[105,122],"dramatically.":[108],"In":[109,133],"contrast,":[110],"very":[123],"classical":[126],"CS,":[127],"brings":[129],"no":[130],"significant":[131],"benefits.":[132],"addition,":[134],"we":[135],"use":[136],"insight":[138],"provided":[139],"design":[144],"practical":[145],"schemes":[146],"improve":[148],"All":[151],"findings":[153],"are":[154],"illustrated":[155],"experimental":[157],"results.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":60},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":21},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}