{"id":"https://openalex.org/W2112405755","doi":"https://doi.org/10.1109/tsp.2011.2157913","title":"Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise","display_name":"Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise","publication_year":2011,"publication_date":"2011-05-27","ids":{"openalex":"https://openalex.org/W2112405755","doi":"https://doi.org/10.1109/tsp.2011.2157913","mag":"2112405755"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2157913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2157913","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1007.2377","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044844161","display_name":"Maxim Raginsky","orcid":"https://orcid.org/0000-0002-5586-9219"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maxim Raginsky","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000885356","display_name":"Sina Jafarpour","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sina Jafarpour","raw_affiliation_strings":["Department of Computer Science, Princeton University, Princeton, NJ, USA","Department of Computer Science, Princeton University, Princeton , NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Department of Computer Science, Princeton University, Princeton , NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061273015","display_name":"Zachary T. Harmany","orcid":"https://orcid.org/0000-0002-5871-1783"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary T. Harmany","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005703929","display_name":"Roummel F. Marcia","orcid":"https://orcid.org/0000-0001-6838-140X"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roummel F. Marcia","raw_affiliation_strings":["School of Natural Sciences, University of California Merced, Merced, CA, USA","Sch. of Natural Sci., Univ. of California, Merced, CA, USA"],"affiliations":[{"raw_affiliation_string":"School of Natural Sciences, University of California Merced, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]},{"raw_affiliation_string":"Sch. of Natural Sci., Univ. of California, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061121471","display_name":"Rebecca Willett","orcid":"https://orcid.org/0000-0002-8109-7582"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca M. Willett","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA#TAB#","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037795370","display_name":"Robert Calderbank","orcid":"https://orcid.org/0000-0003-2084-9717"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Calderbank","raw_affiliation_strings":["Departments of Computer Science Electrical Engineering and Mathematics, Duke University, Durham, NC, USA","Depts. of Comput. Sci., Electr. Eng. & Math., Duke Univ., Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Computer Science Electrical Engineering and Mathematics, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Depts. of Comput. Sci., Electr. Eng. & Math., Duke Univ., Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044844161"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":null,"apc_paid":null,"fwci":5.6335,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96306673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"59","issue":"9","first_page":"4139","last_page":"4153"},"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":0.9940999746322632,"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":0.993399977684021,"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":0.6651159524917603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501794457435608},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.6469779014587402},{"id":"https://openalex.org/keywords/expander-graph","display_name":"Expander graph","score":0.6214258074760437},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5820022821426392},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5687498450279236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5193958878517151},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42729076743125916},{"id":"https://openalex.org/keywords/router","display_name":"Router","score":0.4120076894760132},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.27864885330200195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25921830534935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1753040850162506},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11840787529945374},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10645970702171326}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6651159524917603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501794457435608},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.6469779014587402},{"id":"https://openalex.org/C154547637","wikidata":"https://www.wikidata.org/wiki/Q776602","display_name":"Expander graph","level":3,"score":0.6214258074760437},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5820022821426392},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5687498450279236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5193958878517151},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42729076743125916},{"id":"https://openalex.org/C2775896111","wikidata":"https://www.wikidata.org/wiki/Q642560","display_name":"Router","level":2,"score":0.4120076894760132},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27864885330200195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25921830534935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1753040850162506},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11840787529945374},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10645970702171326},{"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/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2011.2157913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2157913","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"},{"id":"pmh:oai:arXiv.org:1007.2377","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1007.2377","pdf_url":"https://arxiv.org/pdf/1007.2377","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1007.2377","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1007.2377","pdf_url":"https://arxiv.org/pdf/1007.2377","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1496357020","https://openalex.org/W1528905581","https://openalex.org/W1620362451","https://openalex.org/W1654257729","https://openalex.org/W2002645420","https://openalex.org/W2012549717","https://openalex.org/W2018047324","https://openalex.org/W2035983506","https://openalex.org/W2059739152","https://openalex.org/W2068871408","https://openalex.org/W2075578677","https://openalex.org/W2111201132","https://openalex.org/W2113642685","https://openalex.org/W2114228897","https://openalex.org/W2125935121","https://openalex.org/W2127271355","https://openalex.org/W2127357443","https://openalex.org/W2129638195","https://openalex.org/W2130979540","https://openalex.org/W2133589924","https://openalex.org/W2139054829","https://openalex.org/W2140466267","https://openalex.org/W2143024194","https://openalex.org/W2145096794","https://openalex.org/W2161310686","https://openalex.org/W2164452299","https://openalex.org/W2165437406","https://openalex.org/W2166207339","https://openalex.org/W2170051345","https://openalex.org/W2170507371","https://openalex.org/W2194772305","https://openalex.org/W2293231900","https://openalex.org/W2296616510","https://openalex.org/W2478708596","https://openalex.org/W2496163386","https://openalex.org/W2532988047","https://openalex.org/W2552015277","https://openalex.org/W2613173048","https://openalex.org/W2803670972","https://openalex.org/W2951576330","https://openalex.org/W3101167011","https://openalex.org/W3139690337","https://openalex.org/W3215037115","https://openalex.org/W4250955649","https://openalex.org/W4301861531"],"related_works":["https://openalex.org/W2122026593","https://openalex.org/W2158224665","https://openalex.org/W1491170033","https://openalex.org/W2078123803","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W2582203024","https://openalex.org/W1881631164","https://openalex.org/W3215553033"],"abstract_inverted_index":{"This":[0],"paper":[1],"provides":[2],"performance":[3],"bounds":[4,102],"for":[5,23,72],"compressed":[6,44],"sensing":[7,45,58,93],"in":[8,42,99,132,141],"the":[9,35,43,84,88,91,101,104,109,137],"presence":[10],"of":[11,26,83,90,108,119,139],"Poisson":[12,18,79,146],"noise":[13,19,39],"using":[14],"expander":[15,62,85],"graphs.":[16],"The":[17,81],"model":[20],"is":[21],"appropriate":[22],"a":[24,56,66,68,96,130,133,145],"variety":[25],"applications,":[27],"including":[28],"low-light":[29],"imaging":[30],"and":[31,64,87,125],"digital":[32],"streaming,":[33],"where":[34,136],"signal-independent":[36],"and/or":[37],"bounded":[38],"models":[40],"used":[41],"literature":[46],"are":[47],"no":[48],"longer":[49],"applicable.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"develop":[55],"novel":[57],"paradigm":[59],"based":[60],"on":[61,103],"graphs":[63,86],"propose":[65],"maximum":[67],"posteriori":[69],"(MAP)":[70],"algorithm":[71],"recovering":[73],"sparse":[74],"or":[75],"compressible":[76],"signals":[77],"from":[78],"observations.":[80],"geometry":[82],"positivity":[89],"corresponding":[92],"matrices":[94],"play":[95],"crucial":[97],"role":[98],"establishing":[100],"signal":[105],"reconstruction":[106],"error":[107],"proposed":[110],"algorithm.":[111],"We":[112],"support":[113],"our":[114],"results":[115],"with":[116],"experimental":[117],"demonstrations":[118],"reconstructing":[120],"average":[121],"packet":[122,127],"arrival":[123],"rates":[124],"instantaneous":[126],"counts":[128],"at":[129],"router":[131],"communication":[134],"network,":[135],"arrivals":[138],"packets":[140],"each":[142],"flow":[143],"follow":[144],"process.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2016-06-24T00:00:00"}