{"id":"https://openalex.org/W2045030310","doi":"https://doi.org/10.1109/tac.2013.2261188","title":"Controlled Sensing for Multihypothesis Testing","display_name":"Controlled Sensing for Multihypothesis Testing","publication_year":2013,"publication_date":"2013-05-03","ids":{"openalex":"https://openalex.org/W2045030310","doi":"https://doi.org/10.1109/tac.2013.2261188","mag":"2045030310"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2013.2261188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2013.2261188","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/facultybib2010/4476","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011106798","display_name":"Sirin Nitinawarat","orcid":"https://orcid.org/0000-0002-4996-4949"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sirin Nitinawarat","raw_affiliation_strings":["Department of Electrical and Computer Engineering and the Coordinated Science Laboratory, University of Illinois, Urbana, IL","Dept. of Electr. & Comput. Eng., Univ. of Illinois, Urbana, IL, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and the Coordinated Science Laboratory, University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of Illinois, Urbana, IL, , USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003612688","display_name":"George Atia","orcid":"https://orcid.org/0000-0001-7958-9855"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George K. Atia","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL","[Dept. of Electr. Eng. & Comput. Sci., Univ. of Central Florida, Orlando, FL, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"[Dept. of Electr. Eng. & Comput. Sci., Univ. of Central Florida, Orlando, FL, USA]","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067089715","display_name":"Venugopal V. Veeravalli","orcid":"https://orcid.org/0000-0001-5490-0037"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Venugopal V. Veeravalli","raw_affiliation_strings":["Department of Electrical and Computer Engineering and the Coordinated Science Laboratory, University of Illinois, Urbana, IL","Dept. of Electr. & Comput. Eng., Univ. of Illinois, Urbana, IL, , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and the Coordinated Science Laboratory, University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of Illinois, Urbana, IL, , USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":18.7596,"has_fulltext":false,"cited_by_count":177,"citation_normalized_percentile":{"value":0.99302935,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"58","issue":"10","first_page":"2451","last_page":"2464"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9855999946594238,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/asymptotically-optimal-algorithm","display_name":"Asymptotically optimal algorithm","score":0.6891615986824036},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6694908142089844},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5298126935958862},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.5206484198570251},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.48756688833236694},{"id":"https://openalex.org/keywords/counterexample","display_name":"Counterexample","score":0.47795963287353516},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.47526639699935913},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44116392731666565},{"id":"https://openalex.org/keywords/sequential-analysis","display_name":"Sequential analysis","score":0.4287334084510803},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4280617833137512},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3840547502040863},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.2219790518283844}],"concepts":[{"id":"https://openalex.org/C181789720","wikidata":"https://www.wikidata.org/wiki/Q4812191","display_name":"Asymptotically optimal algorithm","level":2,"score":0.6891615986824036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6694908142089844},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5298126935958862},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5206484198570251},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.48756688833236694},{"id":"https://openalex.org/C162838799","wikidata":"https://www.wikidata.org/wiki/Q596077","display_name":"Counterexample","level":2,"score":0.47795963287353516},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.47526639699935913},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44116392731666565},{"id":"https://openalex.org/C80478641","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential analysis","level":2,"score":0.4287334084510803},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4280617833137512},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3840547502040863},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.2219790518283844},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tac.2013.2261188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2013.2261188","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-5475","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/4476","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-7323","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/6324","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-5475","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/4476","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1529178725","https://openalex.org/W1535136082","https://openalex.org/W1848630723","https://openalex.org/W2009200425","https://openalex.org/W2012037220","https://openalex.org/W2039110673","https://openalex.org/W2044136843","https://openalex.org/W2048189768","https://openalex.org/W2050495532","https://openalex.org/W2098432798","https://openalex.org/W2098740202","https://openalex.org/W2102652334","https://openalex.org/W2102931639","https://openalex.org/W2110340204","https://openalex.org/W2115597380","https://openalex.org/W2119940423","https://openalex.org/W2128428699","https://openalex.org/W2136414026","https://openalex.org/W2141911147","https://openalex.org/W2151370270","https://openalex.org/W2161115820","https://openalex.org/W2170341113","https://openalex.org/W2170449627","https://openalex.org/W2176500671","https://openalex.org/W2500516842","https://openalex.org/W2540311279","https://openalex.org/W2763974996","https://openalex.org/W3105808918","https://openalex.org/W4232896127","https://openalex.org/W4233367026"],"related_works":["https://openalex.org/W4386762140","https://openalex.org/W2082167858","https://openalex.org/W3091169529","https://openalex.org/W2951679247","https://openalex.org/W2468673722","https://openalex.org/W2968733425","https://openalex.org/W2164663344","https://openalex.org/W2102652334","https://openalex.org/W2680818516","https://openalex.org/W3163744376"],"abstract_inverted_index":{"The":[0,172],"problem":[1],"of":[2,46,62,146,152,156,174],"multiple":[3],"hypothesis":[4,27,127],"testing":[5,69,138],"with":[6,94],"observation":[7],"control":[8,53,65,101,111,182],"is":[9,55,88,129,160,184],"considered":[10],"in":[11,70,139,150,179],"both":[12],"fixed":[13,21,72],"sample":[14,22,73],"size":[15,23,74],"and":[16,48,77,177],"sequential":[17,115],"settings.":[18],"In":[19,113],"the":[20,29,33,39,44,59,71,81,98,108,114,144,153],"setting,":[24,75,116],"for":[25,32,125,136],"binary":[26,126],"testing,":[28,128],"optimal":[30,57,82,99,109,135,181],"exponent":[31,84],"maximal":[34],"error":[35,83],"probability":[36,155],"corresponds":[37],"to":[38,131,163],"maximum":[40],"Chernoff":[41,124],"information":[42,176],"over":[43],"choice":[45],"controls,":[47],"a":[49,117,140],"pure":[50],"stationary":[51],"open-loop":[52,110],"policy":[54,102],"asymptotically":[56,134],"within":[58],"larger":[60],"class":[61],"all":[63],"causal":[64,100],"policies.":[66],"For":[67],"multihypothesis":[68,137],"lower":[76],"upper":[78],"bounds":[79],"on":[80,120],"are":[85],"derived.":[86],"It":[87],"also":[89,161],"shown":[90,130],"through":[91],"an":[92],"example":[93],"three":[95],"hypotheses":[96],"that":[97],"can":[103],"be":[104,132],"strictly":[105],"better":[106],"than":[107],"policy.":[112],"test":[118,159],"based":[119],"earlier":[121],"work":[122],"by":[123],"first-order":[133],"strong":[141],"sense,":[142],"using":[143],"notion":[145],"decision":[147],"making":[148],"risk":[149,166],"place":[151],"overall":[154],"error.":[157],"Another":[158],"designed":[162],"meet":[164],"hard":[165],"constrains":[167],"while":[168],"retaining":[169],"asymptotic":[170],"optimality.":[171],"role":[173],"past":[175],"randomization":[178],"designing":[180],"policies":[183],"discussed.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":10}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
