{"id":"https://openalex.org/W2477751107","doi":"https://doi.org/10.1109/tit.2017.2681078","title":"Capacity Bounds for Networks With Correlated Sources and Characterisation of Distributions by Entropies","display_name":"Capacity Bounds for Networks With Correlated Sources and Characterisation of Distributions by Entropies","publication_year":2017,"publication_date":"2017-03-11","ids":{"openalex":"https://openalex.org/W2477751107","doi":"https://doi.org/10.1109/tit.2017.2681078","mag":"2477751107"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2017.2681078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2017.2681078","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":"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/A5052643871","display_name":"Satyajit Thakor","orcid":"https://orcid.org/0000-0001-9527-0975"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Satyajit Thakor","raw_affiliation_strings":["School of Computing and Electrical Engineering, IIT Mandi, Mandi, India","[School of Computing & Electrical Engg, IIT Mandi, Mandi, India]"],"affiliations":[{"raw_affiliation_string":"School of Computing and Electrical Engineering, IIT Mandi, Mandi, India","institution_ids":["https://openalex.org/I9579091"]},{"raw_affiliation_string":"[School of Computing & Electrical Engg, IIT Mandi, Mandi, India]","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010336848","display_name":"Terence Chan","orcid":"https://orcid.org/0000-0002-6550-7203"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Terence Chan","raw_affiliation_strings":["Institute for Telecommunications Research, University of South Australia, Adelaide, SA, Australia","Institute for Telecommunications Research, University of South Australia, Adelaide, SA, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Telecommunications Research, University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Institute for Telecommunications Research, University of South Australia, Adelaide, SA, Australia#TAB#","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072485708","display_name":"Alex Grant","orcid":"https://orcid.org/0000-0002-5345-7771"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Grant","raw_affiliation_strings":["Myriota Pty Ltd., Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Myriota Pty Ltd., Adelaide, SA, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052643871"],"corresponding_institution_ids":["https://openalex.org/I9579091"],"apc_list":null,"apc_paid":null,"fwci":1.0034,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76979246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"63","issue":"6","first_page":"3540","last_page":"3553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9962000250816345,"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":0.9962000250816345,"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/T12610","display_name":"RNA regulation and disease","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13187","display_name":"Diffusion and Search Dynamics","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5957620143890381},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.5847035646438599},{"id":"https://openalex.org/keywords/joint-entropy","display_name":"Joint entropy","score":0.5584198832511902},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5527292490005493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5310222506523132},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.5237074494361877},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.5021281242370605},{"id":"https://openalex.org/keywords/distance-correlation","display_name":"Distance correlation","score":0.48484623432159424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.382318913936615},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3506873846054077},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.33947062492370605},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.3264444172382355},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31991079449653625},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12200760841369629}],"concepts":[{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5957620143890381},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.5847035646438599},{"id":"https://openalex.org/C106752470","wikidata":"https://www.wikidata.org/wiki/Q1364826","display_name":"Joint entropy","level":3,"score":0.5584198832511902},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5527292490005493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5310222506523132},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.5237074494361877},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.5021281242370605},{"id":"https://openalex.org/C121694360","wikidata":"https://www.wikidata.org/wiki/Q5282862","display_name":"Distance correlation","level":3,"score":0.48484623432159424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.382318913936615},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3506873846054077},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.33947062492370605},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.3264444172382355},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31991079449653625},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12200760841369629},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tit.2017.2681078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2017.2681078","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8333092593","display_name":null,"funder_award_id":"DP150103658","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W108696806","https://openalex.org/W1515040589","https://openalex.org/W1772856558","https://openalex.org/W1983874169","https://openalex.org/W2008561406","https://openalex.org/W2026482663","https://openalex.org/W2080538446","https://openalex.org/W2088908785","https://openalex.org/W2095127695","https://openalex.org/W2096113866","https://openalex.org/W2099213070","https://openalex.org/W2099755158","https://openalex.org/W2105831729","https://openalex.org/W2106403318","https://openalex.org/W2113578340","https://openalex.org/W2147953060","https://openalex.org/W2150412388","https://openalex.org/W2171376656","https://openalex.org/W2258245164","https://openalex.org/W2478708596","https://openalex.org/W2761542894","https://openalex.org/W2962892923","https://openalex.org/W3098978124","https://openalex.org/W3099995430","https://openalex.org/W4230830692","https://openalex.org/W6692037803"],"related_works":["https://openalex.org/W2889261288","https://openalex.org/W1519338247","https://openalex.org/W2949821122","https://openalex.org/W2133435412","https://openalex.org/W3114186922","https://openalex.org/W1672097335","https://openalex.org/W2034921015","https://openalex.org/W4300707824","https://openalex.org/W2950438842","https://openalex.org/W2167163570"],"abstract_inverted_index":{"Characterising":[0],"the":[1,16,24,39,44,57,67,99,108,122,126,148,168],"capacity":[2,17,169],"region":[3,18],"for":[4],"a":[5,92],"network":[6],"can":[7,19,133,150],"be":[8,20,151],"extremely":[9],"difficult.":[10],"Even":[11],"with":[12,80,172],"independent":[13],"sources,":[14],"determining":[15],"as":[21,23,194],"hard":[22],"open":[25],"problem":[26,68,123],"of":[27,34,43,52,74,98,112,128,170,177],"characterising":[28,113],"all":[29],"information":[30,191],"inequalities.":[31],"The":[32,175],"majority":[33],"computable":[35],"outer":[36,165],"bounds":[37,77,106,166],"in":[38,102],"literature":[40],"are":[41,64],"relaxations":[42],"linear":[45,75,104],"programming":[46,76],"bound,":[47],"which":[48],"involves":[49],"entropy":[50,117,131,184,196],"functions":[51,132,185],"random":[53,146,157],"variables":[54],"related":[55],"to":[56,78,189],"sources":[58,63,82],"and":[59,96,163,197],"link":[60],"messages.":[61],"When":[62],"not":[65],"independent,":[66],"is":[69,83,88,107,186],"even":[70],"more":[71],"complicated.":[72],"Extension":[73],"networks":[79,171],"correlated":[81,173],"largely":[84],"open.":[85],"Source":[86],"dependence":[87],"usually":[89],"specified":[90],"through":[91],"joint":[93,180],"probability":[94],"distribution,":[95],"one":[97],"main":[100],"challenges":[101],"extending":[103],"program":[105],"difficulty":[109],"(or":[110],"impossibility)":[111],"arbitrary":[114],"dependences":[115],"via":[116,182],"functions.":[118],"This":[119],"paper":[120],"tackles":[121],"by":[124,141],"answering":[125],"question":[127],"how":[129],"well":[130],"characterise":[134],"correlation":[135,178],"among":[136],"sources.":[137,174],"We":[138],"show":[139],"that":[140],"using":[142],"carefully":[143],"chosen":[144],"auxiliary":[145,156],"variables,":[147,158],"characterisation":[149,176],"fairly":[152],"\u201caccurate\u201d.":[153],"Using":[154],"such":[155,193],"we":[159],"also":[160,187],"give":[161],"implicit":[162],"explicit":[164],"on":[167],"or":[179],"distribution":[181],"Shannon":[183],"applicable":[188],"other":[190],"measures,":[192],"R\u00e9nyi":[195],"Tsallis":[198],"entropy.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
