{"id":"https://openalex.org/W2737355678","doi":"https://doi.org/10.1155/2017/8198017","title":"DIANA: A Machine Learning Mechanism for Adjusting the TDD Uplink-Downlink Configuration in XG-PON-LTE Systems","display_name":"DIANA: A Machine Learning Mechanism for Adjusting the TDD Uplink-Downlink Configuration in XG-PON-LTE Systems","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2737355678","doi":"https://doi.org/10.1155/2017/8198017","mag":"2737355678"},"language":"en","primary_location":{"id":"doi:10.1155/2017/8198017","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8198017","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8198017.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/misy/2017/8198017.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050756789","display_name":"Panagiotis Sarigiannidis","orcid":"https://orcid.org/0000-0001-6042-0355"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Panagiotis Sarigiannidis","raw_affiliation_strings":["Department of Informatics and Telecommunications Engineering, University of Western Macedonia, 501 00 Kozani, Greece"],"raw_orcid":"https://orcid.org/0000-0001-6042-0355","affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications Engineering, University of Western Macedonia, 501 00 Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070585894","display_name":"Antonios Sarigiannidis","orcid":"https://orcid.org/0000-0002-0309-4079"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Sarigiannidis","raw_affiliation_strings":["Department of Economics, Democritus University of Thrace, University Campus, 691 00 Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, Democritus University of Thrace, University Campus, 691 00 Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040071039","display_name":"Ioannis D. Moscholios","orcid":"https://orcid.org/0000-0003-3656-277X"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Moscholios","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Peloponnese, 221 00 Tripoli, Greece"],"raw_orcid":"https://orcid.org/0000-0003-3656-277X","affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Peloponnese, 221 00 Tripoli, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083516303","display_name":"Piotr Zwierzykowski","orcid":"https://orcid.org/0000-0001-5609-1026"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Zwierzykowski","raw_affiliation_strings":["Faculty of Electronics and Telecommunications, Pozna\u0144 University of Technology, 60-965 Pozna\u0144, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5609-1026","affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Telecommunications, Pozna\u0144 University of Technology, 60-965 Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050756789"],"corresponding_institution_ids":["https://openalex.org/I89506807"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.1203,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.77940855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","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/T10767","display_name":"Advanced Photonic Communication Systems","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/T10232","display_name":"Optical Network Technologies","score":0.9995999932289124,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8184477090835571},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6628241539001465},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.659080982208252},{"id":"https://openalex.org/keywords/backhaul","display_name":"Backhaul (telecommunications)","score":0.5288304686546326},{"id":"https://openalex.org/keywords/passive-optical-network","display_name":"Passive optical network","score":0.5010359287261963},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.4991607666015625},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4586591124534607},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.4573471248149872},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.45605868101119995},{"id":"https://openalex.org/keywords/access-network","display_name":"Access network","score":0.4516408443450928},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3777350187301636},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.16379612684249878},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1622816026210785},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.11268463730812073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184477090835571},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6628241539001465},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.659080982208252},{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.5288304686546326},{"id":"https://openalex.org/C204827203","wikidata":"https://www.wikidata.org/wiki/Q1027795","display_name":"Passive optical network","level":4,"score":0.5010359287261963},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.4991607666015625},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4586591124534607},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4573471248149872},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.45605868101119995},{"id":"https://openalex.org/C62793504","wikidata":"https://www.wikidata.org/wiki/Q228327","display_name":"Access network","level":2,"score":0.4516408443450928},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3777350187301636},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.16379612684249878},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1622816026210785},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.11268463730812073},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.0},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/8198017","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8198017","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8198017.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6e331d0d84148cb9af6e8aeb8fb4653","is_oa":false,"landing_page_url":"https://doaj.org/article/a6e331d0d84148cb9af6e8aeb8fb4653","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/8198017","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/8198017","pdf_url":"http://downloads.hindawi.com/journals/misy/2017/8198017.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2737355678.pdf","grobid_xml":"https://content.openalex.org/works/W2737355678.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1485476614","https://openalex.org/W1530189248","https://openalex.org/W1973454958","https://openalex.org/W1998489325","https://openalex.org/W2004316044","https://openalex.org/W2043044893","https://openalex.org/W2064603612","https://openalex.org/W2074128438","https://openalex.org/W2094095866","https://openalex.org/W2099671837","https://openalex.org/W2117453826","https://openalex.org/W2129302278","https://openalex.org/W2133768407","https://openalex.org/W2136831460","https://openalex.org/W2142246654","https://openalex.org/W2153458456","https://openalex.org/W2156850461","https://openalex.org/W2253420470","https://openalex.org/W2301261200","https://openalex.org/W2343896316","https://openalex.org/W2463012949"],"related_works":["https://openalex.org/W2905590419","https://openalex.org/W2944347421","https://openalex.org/W1489198039","https://openalex.org/W2138249884","https://openalex.org/W2282972780","https://openalex.org/W4200445394","https://openalex.org/W2963166544","https://openalex.org/W4253596712","https://openalex.org/W3135181668","https://openalex.org/W4386736589"],"abstract_inverted_index":{"Modern":[0],"broadband":[1],"hybrid":[2,79,151],"optical-wireless":[3,80],"access":[4,104],"networks":[5,105],"have":[6],"gained":[7],"the":[8,26,29,37,41,63,94,107,116,124,128,139,145,149,179,183,190],"attention":[9],"of":[10,31,40,86,137,195],"academia":[11],"and":[12,23,97,119,174,197],"industry":[13],"due":[14],"to":[15,178],"their":[16],"strategic":[17],"advantages":[18],"(cost-efficiency,":[19],"huge":[20],"bandwidth,":[21],"flexibility,":[22],"mobility).":[24],"At":[25],"same":[27],"time,":[28],"proliferation":[30],"Software":[32],"Defined":[33],"Networking":[34],"(SDN)":[35],"enables":[36],"efficient":[38],"reconfiguration":[39],"underlying":[42],"network":[43,64,91,95,191],"components":[44],"dynamically":[45,56],"using":[46,162],"SDN":[47,117],"controllers.":[48],"Hence,":[49],"effective":[50],"traffic-aware":[51,113,133],"schemes":[52],"are":[53],"feasible":[54],"in":[55,93,106,127,148,158,189,193],"determining":[57,138],"suitable":[58,141],"configuration":[59,126,142],"parameters":[60],"for":[61,76],"advancing":[62],"performance.":[65],"To":[66],"this":[67],"end,":[68],"a":[69,87,159],"novel":[70],"machine":[71],"learning":[72],"mechanism":[73,111,134,185],"is":[74,135,156],"proposed":[75,83,110,184],"an":[77,121],"SDN-enabled":[78],"network.":[81,152],"The":[82,109,153],"architecture":[84],"consists":[85],"10-gigabit-capable":[88],"passive":[89],"optical":[90],"(XG-PON)":[92],"backhaul":[96],"multiple":[98],"Long":[99],"Term":[100],"Evolution":[101],"(LTE)":[102],"radio":[103,130],"fronthaul.":[108],"receives":[112],"knowledge":[114],"from":[115],"controllers":[118],"applies":[120],"adjustment":[122],"on":[123,144],"uplink-downlink":[125],"LTE":[129],"communication.":[131],"This":[132],"capable":[136],"most":[140],"based":[143],"traffic":[146,164],"dynamics":[147],"whole":[150],"introduced":[154],"scheme":[155],"evaluated":[157],"realistic":[160],"environment":[161],"real":[163],"traces":[165],"such":[166],"as":[167],"Voice":[168],"over":[169],"IP":[170],"(VoIP),":[171],"real-time":[172],"video,":[173],"streaming":[175],"video.":[176],"According":[177],"obtained":[180],"numerical":[181],"results,":[182],"offers":[186],"significant":[187],"improvements":[188],"performance":[192],"terms":[194],"latency":[196],"jitter.":[198]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
