{"id":"https://openalex.org/W2046345921","doi":"https://doi.org/10.1109/globalsip.2014.7032170","title":"Compressed sensing with side information: Geometrical interpretation and performance bounds","display_name":"Compressed sensing with side information: Geometrical interpretation and performance bounds","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2046345921","doi":"https://doi.org/10.1109/globalsip.2014.7032170","mag":"2046345921"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2014.7032170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2014.7032170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1410.2724","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 F. C. Mota","raw_affiliation_strings":["Electronic & Electrical Engineering Department, University College, London, UK","Electronic & Electrical Engineering, Department at University College London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering Department, University College, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Electronic & Electrical Engineering, Department at 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/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":"Nikos Deligiannis","raw_affiliation_strings":["Electronic & Electrical Engineering Department, University College, London, UK","Electronic & Electrical Engineering, Department at University College London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering Department, University College, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Electronic & Electrical Engineering, Department at University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"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 & Electrical Engineering Department, University College, London, UK","Electronic & Electrical Engineering, Department at University College London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering Department, University College, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Electronic & Electrical Engineering, Department at University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9944000244140625,"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/compressed-sensing","display_name":"Compressed sensing","score":0.8097811937332153},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.7673854231834412},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.660001814365387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5637234449386597},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5120306611061096},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46228790283203125},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.436249315738678},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3134101331233978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2566172480583191},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11197969317436218}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.8097811937332153},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.7673854231834412},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.660001814365387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5637234449386597},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5120306611061096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46228790283203125},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.436249315738678},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3134101331233978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2566172480583191},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11197969317436218},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/globalsip.2014.7032170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2014.7032170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1410.2724","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1410.2724","pdf_url":"https://arxiv.org/pdf/1410.2724","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:2046345921","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1410.2724v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.744.2915","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.744.2915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1410.2724.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1448938","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1448938/","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":"In: (Proceedings) IEEE Global Conference on Signal and Information Processing (GlobalSIP). (pp. pp. 512-516). IEEE (2014)","raw_type":"Proceedings paper"},{"id":"doi:10.48550/arxiv.1410.2724","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1410.2724","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1410.2724","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1410.2724","pdf_url":"https://arxiv.org/pdf/1410.2724","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5099999904632568}],"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":34,"referenced_works":["https://openalex.org/W74946117","https://openalex.org/W1684009677","https://openalex.org/W1800334520","https://openalex.org/W1940092062","https://openalex.org/W1986931325","https://openalex.org/W1997017524","https://openalex.org/W1997914379","https://openalex.org/W2055064119","https://openalex.org/W2096854583","https://openalex.org/W2106460483","https://openalex.org/W2129131372","https://openalex.org/W2132001804","https://openalex.org/W2143116731","https://openalex.org/W2149400409","https://openalex.org/W2167077875","https://openalex.org/W2208167373","https://openalex.org/W2296616510","https://openalex.org/W2400972628","https://openalex.org/W2762625016","https://openalex.org/W2949856292","https://openalex.org/W2950132638","https://openalex.org/W2963414100","https://openalex.org/W2964312599","https://openalex.org/W3103542348","https://openalex.org/W3106025938","https://openalex.org/W4250955649","https://openalex.org/W6636786451","https://openalex.org/W6637323883","https://openalex.org/W6639521113","https://openalex.org/W6640913364","https://openalex.org/W6667530009","https://openalex.org/W6676660502","https://openalex.org/W6688466223","https://openalex.org/W6763763000"],"related_works":["https://openalex.org/W2949567103","https://openalex.org/W1712805121","https://openalex.org/W2963673659","https://openalex.org/W2245137332","https://openalex.org/W1800346269","https://openalex.org/W1523595302","https://openalex.org/W1989427618","https://openalex.org/W2949399405","https://openalex.org/W1511679446","https://openalex.org/W746000269","https://openalex.org/W2736310305","https://openalex.org/W3151300902","https://openalex.org/W1979857942","https://openalex.org/W2964263807","https://openalex.org/W2291599777","https://openalex.org/W2783115149","https://openalex.org/W2951447401","https://openalex.org/W2407241143","https://openalex.org/W1509038947","https://openalex.org/W3172841629"],"abstract_inverted_index":{"We":[0,54,113],"address":[1],"the":[2,28,60,72,76,82],"problem":[3],"of":[4,62,71,84],"Compressed":[5],"Sensing":[6],"(CS)":[7],"with":[8],"side":[9,29,77],"information.":[10],"Namely,":[11],"when":[12],"reconstructing":[13],"a":[14,22],"target":[15,73],"CS":[16,34],"signal,":[17],"we":[18],"assume":[19],"access":[20],"to":[21],"similar":[23],"signal.":[24,74],"This":[25],"additional":[26],"knowledge,":[27],"information,":[30],"is":[31,86],"integrated":[32],"into":[33],"via":[35,89,103],"\u2113":[36,45,90,104],"<sub":[37,41,46,50,91,95,105,109],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[38,42,47,51,92,96,106,110],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[39,43,48,93,97,107],"-\u2113":[40,49,94,108],"and":[44,117],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[52,111],"minimization.":[53,112],"then":[55],"provide":[56,114],"lower":[57],"bounds":[58],"on":[59],"number":[61,83],"measurements":[63,85],"that":[64],"these":[65],"problems":[66],"require":[67],"for":[68],"successful":[69],"reconstruction":[70],"If":[75],"information":[78],"has":[79],"good":[80],"quality,":[81],"significantly":[87],"reduced":[88],"minimization,":[98],"but":[99],"not":[100],"so":[101],"much":[102],"geometrical":[115],"interpretations":[116],"experimental":[118],"results":[119],"illustrating":[120],"our":[121],"findings.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
