{"id":"https://openalex.org/W2212652498","doi":"https://doi.org/10.1145/2764460","title":"Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks","display_name":"Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks","publication_year":2015,"publication_date":"2015-06-09","ids":{"openalex":"https://openalex.org/W2212652498","doi":"https://doi.org/10.1145/2764460","mag":"2212652498"},"language":"en","primary_location":{"id":"doi:10.1145/2764460","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2764460","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publications.aston.ac.uk/id/eprint/26266/1/heterogeneous_smart_cameras.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045599982","display_name":"Peter R. Lewis","orcid":"https://orcid.org/0000-0003-4271-8611"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter R. Lewis","raw_affiliation_strings":["Aston University, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, Birmingham, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044584637","display_name":"Lukas Esterle","orcid":"https://orcid.org/0000-0002-0248-1552"},"institutions":[{"id":"https://openalex.org/I4210107358","display_name":"Lakeside Labs","ror":"https://ror.org/01w08b546","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210107358"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Lukas Esterle","raw_affiliation_strings":["Alpen-Adria-Universit\u00e4t Klagenfurt and Lakeside Labs, Klagenfurt, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alpen-Adria-Universit\u00e4t Klagenfurt and Lakeside Labs, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210107358","https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011451698","display_name":"Arjun Chandra","orcid":"https://orcid.org/0009-0002-6856-1050"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Arjun Chandra","raw_affiliation_strings":["University of Oslo, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024032794","display_name":"Bernhard Rinner","orcid":"https://orcid.org/0000-0002-8793-3828"},"institutions":[{"id":"https://openalex.org/I4210107358","display_name":"Lakeside Labs","ror":"https://ror.org/01w08b546","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210107358"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Rinner","raw_affiliation_strings":["Alpen-Adria-Universit\u00e4t Klagenfurt and Lakeside Labs, Klagenfurt, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alpen-Adria-Universit\u00e4t Klagenfurt and Lakeside Labs, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210107358","https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071144214","display_name":"Jim T\u00f8rresen","orcid":"https://orcid.org/0000-0003-0556-0288"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jim Torresen","raw_affiliation_strings":["University of Oslo, Oslo, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2133,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96307303,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11031","display_name":"Game Theory and Applications","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8431428670883179},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.6324177980422974},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.5990724563598633},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.5836249589920044},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5648348927497864},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.52585369348526},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.42248091101646423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3335360884666443},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.28745752573013306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28682994842529297},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22927260398864746},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12051701545715332},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.11790099740028381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8431428670883179},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.6324177980422974},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.5990724563598633},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.5836249589920044},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5648348927497864},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.52585369348526},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.42248091101646423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3335360884666443},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.28745752573013306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28682994842529297},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22927260398864746},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12051701545715332},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.11790099740028381},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2764460","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2764460","pdf_url":null,"source":{"id":"https://openalex.org/S16632050","display_name":"ACM Transactions on Autonomous and Adaptive Systems","issn_l":"1556-4665","issn":["1556-4665","1556-4703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Autonomous and Adaptive Systems","raw_type":"journal-article"},{"id":"pmh:oai:publications.aston.ac.uk:26266","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/d8059955a06262ba0f3874c0e5d9abaf.html>,","pdf_url":"https://publications.aston.ac.uk/id/eprint/26266/1/heterogeneous_smart_cameras.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"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":"Article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/14cdfdcd-4628-43e3-95ee-4c3724612823","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/14cdfdcd-4628-43e3-95ee-4c3724612823","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lewis, P R, Esterle, L, Chandra, A, Rinner, B, Torresen, J & Yao, X 2015, 'Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks', ACM Transactions on Autonomous and Adaptive Systems , vol. 10, no. 2, 8. https://doi.org/10.1145/2764460","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/14cdfdcd-4628-43e3-95ee-4c3724612823","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/portal/en/publications/static-dynamic-and-adaptive-heterogeneity-in-distributed-smart-camera-networks(14cdfdcd-4628-43e3-95ee-4c3724612823).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lewis , P R , Esterle , L , Chandra , A , Rinner , B , Torresen , J & Yao , X 2015 , ' Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks ' , ACM Transactions on Autonomous and Adaptive Systems , vol. 10 , no. 2 , 8 . https://doi.org/10.1145/2764460","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:publications.aston.ac.uk:26266","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/d8059955a06262ba0f3874c0e5d9abaf.html>,","pdf_url":"https://publications.aston.ac.uk/id/eprint/26266/1/heterogeneous_smart_cameras.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"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":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8704836312","display_name":null,"funder_award_id":"257906","funder_id":"https://openalex.org/F4320333065","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2212652498.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W126883800","https://openalex.org/W147173309","https://openalex.org/W288089086","https://openalex.org/W1488573308","https://openalex.org/W1515851193","https://openalex.org/W1543572792","https://openalex.org/W1584164126","https://openalex.org/W1586030051","https://openalex.org/W1903683453","https://openalex.org/W1949466192","https://openalex.org/W1971300537","https://openalex.org/W1976490193","https://openalex.org/W1976612325","https://openalex.org/W1983691438","https://openalex.org/W1984363417","https://openalex.org/W1985769718","https://openalex.org/W1998675790","https://openalex.org/W2000148779","https://openalex.org/W2007443402","https://openalex.org/W2012612381","https://openalex.org/W2026617707","https://openalex.org/W2029512766","https://openalex.org/W2042807398","https://openalex.org/W2055025427","https://openalex.org/W2058793054","https://openalex.org/W2060846151","https://openalex.org/W2083632634","https://openalex.org/W2102493988","https://openalex.org/W2105561450","https://openalex.org/W2110216302","https://openalex.org/W2119605622","https://openalex.org/W2119941274","https://openalex.org/W2126141220","https://openalex.org/W2140886193","https://openalex.org/W2149167202","https://openalex.org/W2153654820","https://openalex.org/W2157544073","https://openalex.org/W2161381791","https://openalex.org/W2165934002","https://openalex.org/W2168405694","https://openalex.org/W2312609093","https://openalex.org/W2498667990","https://openalex.org/W2540280793","https://openalex.org/W2561675875","https://openalex.org/W2569456823","https://openalex.org/W2592677699","https://openalex.org/W4214610984","https://openalex.org/W4239874534","https://openalex.org/W4241608128"],"related_works":["https://openalex.org/W3203269254","https://openalex.org/W1764817458","https://openalex.org/W3041089513","https://openalex.org/W2780710618","https://openalex.org/W139111971","https://openalex.org/W2375370838","https://openalex.org/W2752429147","https://openalex.org/W1927226477","https://openalex.org/W1957940250","https://openalex.org/W2212652498"],"abstract_inverted_index":{"We":[0,24],"study":[1],"heterogeneity":[2,50,69],"among":[3],"nodes":[4],"in":[5,111,118,196],"self-organizing":[6],"smart":[7],"camera":[8],"networks,":[9],"which":[10,78],"use":[11,30,39],"strategies":[12,74,89],"based":[13],"on":[14],"social":[15],"and":[16,75,186],"economic":[17],"knowledge":[18],"to":[19,46,52,85,124,132,160,167],"target":[20],"communication":[21],"activity":[22],"efficiently.":[23],"compare":[25],"homogeneous":[26,138],"configurations,":[27,36],"when":[28,37],"cameras":[29,38],"the":[31,96,103,137,173,181],"same":[32],"strategy,":[33],"with":[34,62,95],"heterogeneous":[35,100],"different":[40],"strategies.":[41],"Our":[42,81,156,176],"first":[43],"contribution":[44,83,122,158],"is":[45,84,123,159],"establish":[47],"that":[48,55,87,162,190],"static":[49,99],"leads":[51,166],"new":[53],"outcomes":[54,135,143,168],"are":[56,70],"more":[57,133,148,169],"efficient":[58,98,134,149,198],"than":[59,136,150],"those":[60],"possible":[61],"homogeneity.":[63],"Next,":[64],"two":[65],"forms":[66],"of":[67],"dynamic":[68],"investigated:":[71],"nonadaptive":[72],"mixed":[73,88],"adaptive":[76,187],"strategies,":[77],"learn":[79],"online.":[80],"second":[82],"show":[86,125,161],"offer":[90],"Pareto":[91,109],"efficiency":[92,110],"consistently":[93],"comparable":[94],"most":[97],"configurations.":[101],"Since":[102],"particular":[104],"configuration":[105,154],"required":[106],"for":[107],"high":[108],"a":[112,193],"scenario":[113],"will":[114],"not":[115],"be":[116],"known":[117],"advance,":[119],"our":[120],"third":[121],"how":[126],"decentralized":[127],"online":[128,145,163],"learning":[129,146,164],"can":[130],"lead":[131],"case.":[139],"In":[140],"some":[141],"cases,":[142],"from":[144],"were":[147],"all":[151,191],"other":[152],"evaluated":[153],"types.":[155],"fourth":[157],"typically":[165],"evenly":[170],"spread":[171],"over":[172],"objective":[174],"space.":[175],"results":[177],"provide":[178],"insight":[179],"into":[180],"relationship":[182],"between":[183],"static,":[184],"dynamic,":[185],"heterogeneity,":[188],"suggesting":[189],"have":[192],"key":[194],"role":[195],"achieving":[197],"self-organization.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}