{"id":"https://openalex.org/W2142948459","doi":"https://doi.org/10.1109/tsp.2011.2106777","title":"Randomized Sensor Selection in Sequential Hypothesis Testing","display_name":"Randomized Sensor Selection in Sequential Hypothesis Testing","publication_year":2011,"publication_date":"2011-01-17","ids":{"openalex":"https://openalex.org/W2142948459","doi":"https://doi.org/10.1109/tsp.2011.2106777","mag":"2142948459"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2106777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2106777","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/A5085821818","display_name":"Vaibhav Srivastava","orcid":"https://orcid.org/0000-0002-9786-0159"},"institutions":[{"id":"https://openalex.org/I4210140143","display_name":"Dynamic Systems (United States)","ror":"https://ror.org/043vm9914","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140143"]},{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vaibhav Srivastava","raw_affiliation_strings":["Center of Control, Dynamical Systems, and Computation, University of California,\uc2a0Santa Barbara, Santa Barbara, CA, USA","Center for Control, Dynamical Syst., & Comput., Univ. of California, Santa Barbara, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Center of Control, Dynamical Systems, and Computation, University of California,\uc2a0Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I4210140143"]},{"raw_affiliation_string":"Center for Control, Dynamical Syst., & Comput., Univ. of California, Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078214801","display_name":"Kurt Plarre","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt Plarre","raw_affiliation_strings":["Department of Computer Science, University of Memphis, Memphis, TN, USA","[Department of Computer Science, University of Memphis, Memphis, TN, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"[Department of Computer Science, University of Memphis, Memphis, TN, USA]","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068353454","display_name":"Francesco Bullo","orcid":"https://orcid.org/0000-0002-4785-2118"},"institutions":[{"id":"https://openalex.org/I4210140143","display_name":"Dynamic Systems (United States)","ror":"https://ror.org/043vm9914","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140143"]},{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francesco Bullo","raw_affiliation_strings":["Center of Control, Dynamical Systems, and Computation, University of California,\uc2a0Santa Barbara, Santa Barbara, CA, USA","Center for Control, Dynamical Syst., & Comput., Univ. of California, Santa Barbara, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Center of Control, Dynamical Systems, and Computation, University of California,\uc2a0Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I4210140143"]},{"raw_affiliation_string":"Center for Control, Dynamical Syst., & Comput., Univ. of California, Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085821818"],"corresponding_institution_ids":["https://openalex.org/I154570441","https://openalex.org/I4210140143"],"apc_list":null,"apc_paid":null,"fwci":8.016,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97688129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"59","issue":"5","first_page":"2342","last_page":"2354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9997000098228455,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/fusion-center","display_name":"Fusion center","score":0.7832320928573608},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.6554824709892273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5597443580627441},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5508232712745667},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5503477454185486},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5443652272224426},{"id":"https://openalex.org/keywords/sequential-analysis","display_name":"Sequential analysis","score":0.5426713228225708},{"id":"https://openalex.org/keywords/sequential-probability-ratio-test","display_name":"Sequential probability ratio test","score":0.4891665279865265},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.44235605001449585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34673571586608887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3182367980480194},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30048152804374695},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2574271559715271}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.7832320928573608},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.6554824709892273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5597443580627441},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5508232712745667},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5503477454185486},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5443652272224426},{"id":"https://openalex.org/C80478641","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential analysis","level":2,"score":0.5426713228225708},{"id":"https://openalex.org/C34602496","wikidata":"https://www.wikidata.org/wiki/Q2271882","display_name":"Sequential probability ratio test","level":2,"score":0.4891665279865265},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.44235605001449585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34673571586608887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3182367980480194},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30048152804374695},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2574271559715271},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsp.2011.2106777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2106777","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:CiteSeerX.psu:10.1.1.246.9352","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.246.9352","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/0909.1801v1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.330.7952","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.7952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://motion.me.ucsb.edu/pdf/2008p-psb.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W90712649","https://openalex.org/W966080908","https://openalex.org/W1552680785","https://openalex.org/W1586169328","https://openalex.org/W1592406844","https://openalex.org/W1963764014","https://openalex.org/W1970411742","https://openalex.org/W1989562319","https://openalex.org/W1994011100","https://openalex.org/W1994703549","https://openalex.org/W2000743476","https://openalex.org/W2021455238","https://openalex.org/W2024440951","https://openalex.org/W2044535354","https://openalex.org/W2051903196","https://openalex.org/W2066931620","https://openalex.org/W2091082553","https://openalex.org/W2095772449","https://openalex.org/W2131677941","https://openalex.org/W2135445066","https://openalex.org/W2136414026","https://openalex.org/W2140529724","https://openalex.org/W2151370270","https://openalex.org/W2167770337","https://openalex.org/W2169207653","https://openalex.org/W2170449627","https://openalex.org/W2296319761","https://openalex.org/W2497045136","https://openalex.org/W2799223622","https://openalex.org/W2904485375","https://openalex.org/W4230704549","https://openalex.org/W4247804722","https://openalex.org/W4249116379","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2366720562","https://openalex.org/W2074709698","https://openalex.org/W2000147971","https://openalex.org/W1979261829","https://openalex.org/W2397397884","https://openalex.org/W1558339915","https://openalex.org/W1550384647","https://openalex.org/W2106126094","https://openalex.org/W203023806","https://openalex.org/W2067067951"],"abstract_inverted_index":{"We":[0,13,47,59,107],"consider":[1,14,102],"the":[2,30,39,61,66,70,94,98,112,117,130],"problem":[3],"of":[4,10,17,32,65,74,89,114,132],"sensor":[5,37,56],"selection":[6,57],"for":[7,85,111],"time-optimal":[8,95,118],"detection":[9],"a":[11,15,23,43,49,86],"hypothesis.":[12],"group":[16],"sensors":[18,67,90,125],"transmitting":[19],"their":[20],"observations":[21],"to":[22,68,101,126],"fusion":[24,27,99],"center.":[25],"The":[26],"center":[28,100],"considers":[29],"output":[31],"only":[33],"one":[34],"randomly":[35],"chosen":[36],"at":[38,103,121],"time,":[40],"and":[41,91],"performs":[42],"sequential":[44,50],"hypothesis":[45,52],"test.":[46,76],"study":[48],"multiple":[51,115],"test":[53],"with":[54],"randomized":[55],"strategy.":[58],"incorporate":[60],"random":[62],"processing":[63],"times":[64],"determine":[69],"asymptotic":[71],"performance":[72,80],"characteristics":[73],"this":[75],"For":[77],"three":[78],"distinct":[79],"metrics,":[81],"we":[82],"show":[83,109],"that,":[84],"generic":[87],"set":[88],"binary":[92],"hypothesis,":[93,116],"policy":[96,119],"requires":[97],"most":[104,122],"two":[105],"sensors.":[106],"also":[108],"that":[110],"case":[113],"needs":[120],"as":[123,129],"many":[124],"be":[127],"observed":[128],"number":[131],"underlying":[133],"hypotheses.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}