{"id":"https://openalex.org/W2104266187","doi":"https://doi.org/10.1109/msp.2007.4286571","title":"Compressive Sensing [Lecture Notes]","display_name":"Compressive Sensing [Lecture Notes]","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2104266187","doi":"https://doi.org/10.1109/msp.2007.4286571","mag":"2104266187"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2007.4286571","doi":"https://doi.org/10.1109/msp.2007.4286571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2007.4286571","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5072713767","display_name":"Richard G. Baraniuk","orcid":"https://orcid.org/0000-0002-0721-8999","observed_orcids":["https://orcid.org/0000-0002-0721-8999"]},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Richard Baraniuk","raw_affiliation_strings":["Electrical and Computer Engineering, Rice University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Rice University","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072713767"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":null,"apc_paid":null,"fwci":103.0418,"has_fulltext":false,"cited_by_count":4247,"citation_normalized_percentile":{"value":0.99966013,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"4","first_page":"118","last_page":"121"},"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/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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T11210","display_name":"Mathematical Analysis and Transform Methods","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/compressed-sensing","display_name":"compressed sensing","score":0.9990000128746033},{"id":"https://openalex.org/keywords/sub-nyquist-sampling","display_name":"sub-Nyquist sampling","score":0.8100000023841858},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"signal reconstruction","score":0.8019999861717224},{"id":"https://openalex.org/keywords/sparse-representation","display_name":"sparse representation","score":0.6669999957084656},{"id":"https://openalex.org/keywords/optimization-based-reconstruction","display_name":"optimization-based reconstruction","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.8586701154708862},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.7729709148406982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6428238749504089},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5844173431396484},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.5638166069984436},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47320789098739624},{"id":"https://openalex.org/C288623","wikidata":"https://www.wikidata.org/wiki/Q679800","display_name":"Nyquist\u2013Shannon sampling theorem","level":2,"score":0.46641433238983154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46068504452705383},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3947613537311554},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.21974438428878784},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.14680272340774536},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14496436715126038},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09610763192176819},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msp.2007.4286571","doi":"https://doi.org/10.1109/msp.2007.4286571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2007.4286571","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","erih-plus","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2115755118","https://openalex.org/W2145096794","https://openalex.org/W2154304330","https://openalex.org/W2158537680","https://openalex.org/W2296616510","https://openalex.org/W2400972628","https://openalex.org/W2533057217","https://openalex.org/W2990985897","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2390272603","https://openalex.org/W1578640311","https://openalex.org/W3150371891","https://openalex.org/W2735360970","https://openalex.org/W3094146734","https://openalex.org/W7214634025","https://openalex.org/W2493408626","https://openalex.org/W1974466705","https://openalex.org/W2152881309","https://openalex.org/W1553080200"],"abstract_inverted_index":{"This":[0,21],"lecture":[1],"note":[2],"presents":[3],"a":[4,14],"new":[5],"method":[6],"to":[7],"capture":[8],"and":[9],"represent":[10],"compressible":[11],"signals":[12],"at":[13],"rate":[15],"significantly":[16],"below":[17],"the":[18,32,35,37],"Nyquist":[19],"rate.":[20],"method,":[22],"called":[23],"compressive":[24],"sensing,":[25],"employs":[26],"nonadaptive":[27],"linear":[28],"projections":[29,44],"that":[30],"preserve":[31],"structure":[33],"of":[34],"signal;":[36],"signal":[38],"is":[39],"then":[40],"reconstructed":[41],"from":[42],"these":[43],"using":[45],"an":[46],"optimization":[47],"process.":[48]},"counts_by_year":[{"year":2026,"cited_by_count":85},{"year":2025,"cited_by_count":138},{"year":2024,"cited_by_count":152},{"year":2023,"cited_by_count":195},{"year":2022,"cited_by_count":213},{"year":2021,"cited_by_count":214},{"year":2020,"cited_by_count":246},{"year":2019,"cited_by_count":317},{"year":2018,"cited_by_count":320},{"year":2017,"cited_by_count":337},{"year":2016,"cited_by_count":338},{"year":2015,"cited_by_count":358},{"year":2014,"cited_by_count":347},{"year":2013,"cited_by_count":265},{"year":2012,"cited_by_count":257}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2016-06-24T00:00:00"}