{"id":"https://openalex.org/W2790175637","doi":"https://doi.org/10.1109/tit.2019.2953750","title":"Distributed Hypothesis Testing Over Discrete Memoryless Channels","display_name":"Distributed Hypothesis Testing Over Discrete Memoryless Channels","publication_year":2019,"publication_date":"2019-11-15","ids":{"openalex":"https://openalex.org/W2790175637","doi":"https://doi.org/10.1109/tit.2019.2953750","mag":"2790175637"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2019.2953750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2019.2953750","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1802.07665","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086698877","display_name":"Sreejith Sreekumar","orcid":"https://orcid.org/0000-0003-3615-8961"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sreejith Sreekumar","raw_affiliation_strings":["Imperial College London, London, U.K","[Imperial College London London, U.K.]"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"[Imperial College London London, U.K.]","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016883501","display_name":"Den\u0131z G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0002-7725-395X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deniz Gunduz","raw_affiliation_strings":["Imperial College London, London, U.K","Imperial College London"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086698877"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00155441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"66","issue":"4","first_page":"2044","last_page":"2066"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9976000189781189,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9943000078201294,"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/binary-number","display_name":"Binary number","score":0.6441966891288757},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.5990128517150879},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5973390936851501},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.5675089955329895},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5390576124191284},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5052912831306458},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.4659282863140106},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4632934331893921},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4454605281352997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4375695288181305},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.35773491859436035},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2607966661453247},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13424354791641235},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.08592891693115234},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08376574516296387}],"concepts":[{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6441966891288757},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.5990128517150879},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5973390936851501},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.5675089955329895},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5390576124191284},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5052912831306458},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.4659282863140106},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4632934331893921},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4454605281352997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4375695288181305},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.35773491859436035},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2607966661453247},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13424354791641235},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.08592891693115234},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08376574516296387},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tit.2019.2953750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2019.2953750","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1802.07665","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.07665","pdf_url":"https://arxiv.org/pdf/1802.07665","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":"","raw_type":"text"},{"id":"mag:2790175637","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1802.07665v8","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:iris.unimore.it:11380/1200241","is_oa":false,"landing_page_url":"http://hdl.handle.net/11380/1200241","pdf_url":null,"source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/75591","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/75591","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2066","raw_type":"Journal Article"},{"id":"doi:10.48550/arxiv.1802.07665","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1802.07665","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1802.07665","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.07665","pdf_url":"https://arxiv.org/pdf/1802.07665","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":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.41999998688697815,"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":34,"referenced_works":["https://openalex.org/W1494099594","https://openalex.org/W1549664537","https://openalex.org/W1974086310","https://openalex.org/W1980957909","https://openalex.org/W1990844093","https://openalex.org/W1993944611","https://openalex.org/W1994846830","https://openalex.org/W2021547642","https://openalex.org/W2034597819","https://openalex.org/W2042451119","https://openalex.org/W2042587503","https://openalex.org/W2071851353","https://openalex.org/W2085618145","https://openalex.org/W2112905930","https://openalex.org/W2144970857","https://openalex.org/W2148598259","https://openalex.org/W2157579481","https://openalex.org/W2163446469","https://openalex.org/W2166843037","https://openalex.org/W2338551335","https://openalex.org/W2550049074","https://openalex.org/W2554621424","https://openalex.org/W2769131234","https://openalex.org/W2914560440","https://openalex.org/W2956860241","https://openalex.org/W2963489028","https://openalex.org/W2963609360","https://openalex.org/W2975024434","https://openalex.org/W2993330478","https://openalex.org/W3121602658","https://openalex.org/W4246098931","https://openalex.org/W4300840296","https://openalex.org/W4302366875","https://openalex.org/W6703301427"],"related_works":["https://openalex.org/W2983400533","https://openalex.org/W2969387877","https://openalex.org/W2788218105","https://openalex.org/W2121656035","https://openalex.org/W2117654872","https://openalex.org/W1975231568","https://openalex.org/W2561513683","https://openalex.org/W2915491740","https://openalex.org/W2808474850","https://openalex.org/W2078785975","https://openalex.org/W1500061529","https://openalex.org/W2922341943","https://openalex.org/W1993944611","https://openalex.org/W2165284522","https://openalex.org/W2115246372","https://openalex.org/W2963735785","https://openalex.org/W2129885443","https://openalex.org/W1652213709","https://openalex.org/W2977204710","https://openalex.org/W2115844072"],"abstract_inverted_index":{"A":[0],"distributed":[1],"binary":[2,59],"hypothesis":[3,60],"testing":[4,154],"(HT)":[5],"problem":[6],"involving":[7],"two":[8,68,113],"parties,":[9],"one":[10],"referred":[11],"to":[12,36,162],"as":[13,19],"the":[14,17,20,37,54,63,67,76,80,85,91,96,104,137,145,150,166,178,187],"observer":[15,25],"and":[16,32,56,75,90,120,124,128,158,169],"other":[18],"detector":[21,38,46],"is":[22,98,147,160,175],"studied.":[23],"The":[24,45,82],"observes":[26,47],"a":[27,40,58,117,125,182],"discrete":[28,41],"memoryless":[29,42],"source":[30],"(DMS)":[31],"communicates":[33],"its":[34,71],"observations":[35],"over":[39],"channel":[43,121,129,170],"(DMC).":[44],"another":[48],"DMS":[49],"correlated":[50],"with":[51],"that":[52],"at":[53],"observer,":[55],"performs":[57],"test":[61],"on":[62,103,133],"joint":[64,126,179],"distribution":[65],"of":[66,95,144,153],"DMS's":[69],"using":[70,112],"own":[72],"observed":[73],"data":[74],"information":[77],"received":[78],"from":[79],"observer.":[81],"trade-off":[83],"between":[84],"type":[86,92,106],"I":[87],"error":[88],"probability":[89],"II":[93,107],"error-exponent":[94,108],"HT":[97,119,127,168],"explored.":[99],"Single-letter":[100],"lower":[101],"bounds":[102],"optimal":[105],"are":[109],"obtained":[110],"by":[111,165],"different":[114],"coding":[115,122,130,135,171],"schemes,":[116],"separate":[118,167],"scheme":[123,131,180],"based":[132,189],"hybrid":[134],"for":[136,149],"matched":[138],"bandwidth":[139],"case.":[140],"Exact":[141],"single-letter":[142],"characterization":[143],"same":[146],"established":[148],"special":[151],"case":[152],"against":[155],"conditional":[156],"independence,":[157],"it":[159],"shown":[161],"be":[163],"achieved":[164],"scheme.":[172,190],"An":[173],"example":[174],"provided":[176],"where":[177],"achieves":[181],"strictly":[183],"better":[184],"performance":[185],"than":[186],"separation":[188]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}