{"id":"https://openalex.org/W2059107588","doi":"https://doi.org/10.1109/jsyst.2012.2211191","title":"A Systems Perspective on Compressed Sensing and its Use in Reconstructing Sparse Networks","display_name":"A Systems Perspective on Compressed Sensing and its Use in Reconstructing Sparse Networks","publication_year":2013,"publication_date":"2013-03-06","ids":{"openalex":"https://openalex.org/W2059107588","doi":"https://doi.org/10.1109/jsyst.2012.2211191","mag":"2059107588"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2012.2211191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2012.2211191","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","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/A5053541626","display_name":"Azad M. Madni","orcid":"https://orcid.org/0000-0001-5225-0034"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Azad M. Madni","raw_affiliation_strings":["University of Southern California, Viterbi School of Engineering, Los Angeles, CA, USA","Viterbi School of Engineering University of Southern California Los Angeles CA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Viterbi School of Engineering, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering University of Southern California Los Angeles CA USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053541626"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":1.7151,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83634523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"1","first_page":"23","last_page":"27"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.989799976348877,"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":0.9453197717666626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926472783088684},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.6140581965446472},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5395954847335815},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"Signal reconstruction","score":0.459451287984848},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.44965410232543945},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44172781705856323},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43144547939300537},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.4177049398422241},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.41522645950317383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4008015990257263},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32148829102516174},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15530025959014893},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.12199246883392334},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.1103736162185669}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.9453197717666626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926472783088684},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.6140581965446472},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5395954847335815},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.459451287984848},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.44965410232543945},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44172781705856323},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43144547939300537},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.4177049398422241},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.41522645950317383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4008015990257263},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32148829102516174},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15530025959014893},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.12199246883392334},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1103736162185669},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2012.2211191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2012.2211191","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1996044929","https://openalex.org/W2021271232","https://openalex.org/W2097323375","https://openalex.org/W2101157755","https://openalex.org/W2104266187","https://openalex.org/W2119667497","https://openalex.org/W2128659236","https://openalex.org/W2145096794","https://openalex.org/W2151693816","https://openalex.org/W2154304330","https://openalex.org/W2164452299","https://openalex.org/W2296616510","https://openalex.org/W3023448671","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2378166785","https://openalex.org/W2156466545","https://openalex.org/W2379468505","https://openalex.org/W3104324607","https://openalex.org/W4206981968","https://openalex.org/W1987102304","https://openalex.org/W4285251805","https://openalex.org/W2537887767","https://openalex.org/W1606356673","https://openalex.org/W2601968125"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1,33,65,75,103],"(or":[2],"compressive":[3],"sensing),":[4],"a":[5,40,44,88,95],"relatively":[6],"new":[7],"area":[8],"in":[9,94],"signal":[10,42],"processing,":[11],"improves":[12],"the":[13,37,68,77],"efficiency":[14],"of":[15,22,39,47,63,70,73,92,98],"algorithms":[16],"for":[17],"compression,":[18],"coding,":[19],"and":[20,29,66],"recovery":[21,38],"natural":[23],"signals,":[24],"including":[25],"audio,":[26],"still":[27],"images,":[28],"video.":[30],"Specifically,":[31],"compressed":[32,64,74],"is":[34,87],"concerned":[35],"with":[36],"sparse":[41,78,83],"from":[43,101],"small":[45],"number":[46],"projections":[48],"onto":[49],"random":[50],"vectors.":[51],"This":[52],"paper":[53],"discusses":[54],"how":[55],"systems":[56],"thinking":[57],"contributed":[58],"to":[59,76,104],"uncovering":[60],"key":[61],"concepts":[62],"presents":[67],"development":[69],"an":[71],"extension":[72],"network":[79,84],"reconstruction":[80,85],"problem.":[81],"The":[82],"problem":[86,91],"reverse":[89],"engineering":[90],"interest":[93],"wide":[96],"variety":[97],"fields,":[99],"ranging":[100],"remote":[102],"social":[105],"networks.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
