{"id":"https://openalex.org/W2082690749","doi":"https://doi.org/10.1109/tsp.2015.2412912","title":"Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing","display_name":"Performance Bounds for Grouped Incoherent Measurements in Compressive Sensing","publication_year":2015,"publication_date":"2015-03-13","ids":{"openalex":"https://openalex.org/W2082690749","doi":"https://doi.org/10.1109/tsp.2015.2412912","mag":"2082690749"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2015.2412912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.2412912","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-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/A5108817713","display_name":"Adam C. Polak","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam C. Polak","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079975633","display_name":"Marco F. Duarte","orcid":"https://orcid.org/0000-0001-8410-3266"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marco F. Duarte","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064436231","display_name":"Dennis Goeckel","orcid":"https://orcid.org/0000-0002-4190-9515"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dennis L. Goeckel","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts Amherst#TAB#","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3449,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87117687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"63","issue":"11","first_page":"2877","last_page":"2887"},"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":0.9997000098228455,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9977999925613403,"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":0.9367835521697998},{"id":"https://openalex.org/keywords/bandlimiting","display_name":"Bandlimiting","score":0.6646918654441833},{"id":"https://openalex.org/keywords/nyquist-rate","display_name":"Nyquist rate","score":0.5835939049720764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5763824582099915},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5510507225990295},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.4900861978530884},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.47240036725997925},{"id":"https://openalex.org/keywords/nyquist\u2013shannon-sampling-theorem","display_name":"Nyquist\u2013Shannon sampling theorem","score":0.4442249834537506},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4372890889644623},{"id":"https://openalex.org/keywords/signal-recovery","display_name":"Signal recovery","score":0.4350668787956238},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3547205328941345},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.33281952142715454},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.16402915120124817},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1565079689025879},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.09427598118782043}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.9367835521697998},{"id":"https://openalex.org/C129997835","wikidata":"https://www.wikidata.org/wiki/Q806263","display_name":"Bandlimiting","level":3,"score":0.6646918654441833},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.5835939049720764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5763824582099915},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5510507225990295},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.4900861978530884},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.47240036725997925},{"id":"https://openalex.org/C288623","wikidata":"https://www.wikidata.org/wiki/Q679800","display_name":"Nyquist\u2013Shannon sampling theorem","level":2,"score":0.4442249834537506},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4372890889644623},{"id":"https://openalex.org/C2989281035","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Signal recovery","level":3,"score":0.4350668787956238},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3547205328941345},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.33281952142715454},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.16402915120124817},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1565079689025879},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09427598118782043},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/tsp.2015.2412912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2015.2412912","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W67798684","https://openalex.org/W1604321310","https://openalex.org/W1642864717","https://openalex.org/W2029816571","https://openalex.org/W2037501062","https://openalex.org/W2044762091","https://openalex.org/W2083042020","https://openalex.org/W2107411554","https://openalex.org/W2109357213","https://openalex.org/W2123693211","https://openalex.org/W2145096794","https://openalex.org/W2158163757","https://openalex.org/W2429127516","https://openalex.org/W3098045837","https://openalex.org/W4300183430","https://openalex.org/W6602818536","https://openalex.org/W6636702789"],"related_works":["https://openalex.org/W2153002160","https://openalex.org/W1964786086","https://openalex.org/W2210983845","https://openalex.org/W2054047433","https://openalex.org/W2989358680","https://openalex.org/W3099366122","https://openalex.org/W2119250743","https://openalex.org/W2124124187","https://openalex.org/W2545081564","https://openalex.org/W2618908398"],"abstract_inverted_index":{"Compressive":[0],"sensing":[1],"(CS)":[2],"allows":[3],"for":[4,19,24,42,82],"acquisition":[5,46],"of":[6,79,85,89,104,124],"sparse":[7],"signals":[8,86],"at":[9,39,94],"sampling":[10],"rates":[11],"significantly":[12],"lower":[13],"than":[14],"the":[15,31,59,77,102,110,122,125],"Nyquist":[16],"rate":[17],"required":[18,105],"bandlimited":[20],"signals.":[21],"Recovery":[22],"guarantees":[23],"CS":[25,112],"are":[26,36,92],"generally":[27],"derived":[28],"based":[29],"on":[30,76,101],"assumption":[32,55],"that":[33,114],"measurement":[34,118],"projections":[35,60,91],"selected":[37],"independently":[38],"random.":[40,95],"However,":[41],"many":[43],"practical":[44],"signal":[45],"applications,":[47],"including":[48],"medical":[49],"imaging":[50],"and":[51,73,120],"remote":[52],"sensing,":[53],"this":[54,67],"is":[56],"violated":[57],"as":[58],"must":[61],"be":[62],"taken":[63,93],"in":[64],"groups.":[65],"In":[66],"paper,":[68],"we":[69],"consider":[70],"such":[71],"applications":[72],"derive":[74],"requirements":[75],"number":[78,103],"measurements":[80,106],"needed":[81],"successful":[83],"recovery":[84],"when":[87],"groups":[88],"dependent":[90],"We":[96],"find":[97],"a":[98],"penalty":[99,127],"factor":[100],"with":[107],"respect":[108],"to":[109],"standard":[111],"scheme":[113],"employs":[115],"conventional":[116],"independent":[117],"selection":[119],"evaluate":[121],"accuracy":[123],"predicted":[126],"through":[128],"simulations.":[129]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}