{"id":"https://openalex.org/W4309969823","doi":"https://doi.org/10.1109/ictc55196.2022.9952407","title":"Bandwidth Prediction in TDM-PON-based Mobile Fronthaul for Small Cell CRAN","display_name":"Bandwidth Prediction in TDM-PON-based Mobile Fronthaul for Small Cell CRAN","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309969823","doi":"https://doi.org/10.1109/ictc55196.2022.9952407"},"language":"en","primary_location":{"id":"doi:10.1109/ictc55196.2022.9952407","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952407","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047932481","display_name":"Garimal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Garimal","raw_affiliation_strings":["IGDTUW, Kashmere Gate,Department of Information Technology,Delhi-6,India","Department of Information Technology, IGDTUW, Kashmere Gate, Delhi-6, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IGDTUW, Kashmere Gate,Department of Information Technology,Delhi-6,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Department of Information Technology, IGDTUW, Kashmere Gate, Delhi-6, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004959864","display_name":"Vivekanand Jha","orcid":"https://orcid.org/0000-0002-3645-8713"},"institutions":[{"id":"https://openalex.org/I20791572","display_name":"Indira Gandhi Institute of Technology","ror":"https://ror.org/0010jkx06","country_code":"IN","type":"education","lineage":["https://openalex.org/I20791572"]},{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vivekanand Jha","raw_affiliation_strings":["IGDTUW, Kashmere Gate,Department of Computer Science & Engineering,Delhi-6,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IGDTUW, Kashmere Gate,Department of Computer Science & Engineering,Delhi-6,India","institution_ids":["https://openalex.org/I20791572","https://openalex.org/I4210143260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103192263","display_name":"Rakesh Kumar Singh","orcid":"https://orcid.org/0000-0003-4904-973X"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Kumar Singh","raw_affiliation_strings":["IGDTUW, Kashmere Gate,Department of Information Technology,Delhi-6,India","Department of Information Technology, IGDTUW, Kashmere Gate, Delhi-6, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IGDTUW, Kashmere Gate,Department of Information Technology,Delhi-6,India","institution_ids":["https://openalex.org/I4210143260"]},{"raw_affiliation_string":"Department of Information Technology, IGDTUW, Kashmere Gate, Delhi-6, India","institution_ids":["https://openalex.org/I4210143260"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.413,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51579845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"363","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9860000014305115,"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":0.9860000014305115,"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":0.9707000255584717,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7845783233642578},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.7547197937965393},{"id":"https://openalex.org/keywords/passive-optical-network","display_name":"Passive optical network","score":0.7151289582252502},{"id":"https://openalex.org/keywords/dynamic-bandwidth-allocation","display_name":"Dynamic bandwidth allocation","score":0.6974650621414185},{"id":"https://openalex.org/keywords/gigabit","display_name":"Gigabit","score":0.6957916021347046},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.564733624458313},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3730042278766632},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21446803212165833},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.169586181640625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7845783233642578},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.7547197937965393},{"id":"https://openalex.org/C204827203","wikidata":"https://www.wikidata.org/wiki/Q1027795","display_name":"Passive optical network","level":4,"score":0.7151289582252502},{"id":"https://openalex.org/C145062175","wikidata":"https://www.wikidata.org/wiki/Q5318947","display_name":"Dynamic bandwidth allocation","level":3,"score":0.6974650621414185},{"id":"https://openalex.org/C21922175","wikidata":"https://www.wikidata.org/wiki/Q3105497","display_name":"Gigabit","level":2,"score":0.6957916021347046},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.564733624458313},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3730042278766632},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21446803212165833},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.169586181640625},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc55196.2022.9952407","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952407","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1982556353","https://openalex.org/W2027225643","https://openalex.org/W2032682415","https://openalex.org/W2331058360","https://openalex.org/W2331207957","https://openalex.org/W2593838994","https://openalex.org/W2595320356","https://openalex.org/W2612230706","https://openalex.org/W2765790537","https://openalex.org/W2766253536","https://openalex.org/W2834114672","https://openalex.org/W2879822312","https://openalex.org/W2897722020","https://openalex.org/W2899787752","https://openalex.org/W2944851425","https://openalex.org/W2973430807","https://openalex.org/W2978631110","https://openalex.org/W3000997368","https://openalex.org/W3105750503","https://openalex.org/W3109365969","https://openalex.org/W4210906219","https://openalex.org/W4224269196","https://openalex.org/W4288108708","https://openalex.org/W6658608756"],"related_works":["https://openalex.org/W2020352445","https://openalex.org/W3203851376","https://openalex.org/W2159483143","https://openalex.org/W2141211540","https://openalex.org/W1999486158","https://openalex.org/W4283756646","https://openalex.org/W2029299146","https://openalex.org/W2389261828","https://openalex.org/W3176276356","https://openalex.org/W2789466699"],"abstract_inverted_index":{"The":[0,62,137],"increase":[1],"in":[2,77,142],"demand":[3,74,105],"of":[4,12,64,144,154,165],"high":[5],"bandwidth":[6,51,73,104,164],"has":[7],"led":[8],"to":[9,57,119],"the":[10,29,33,59,65,71,103,121,149,152,163],"evolution":[11],"next":[13],"generation":[14],"passive":[15,22],"optical":[16,23,108],"network":[17,24,45,109],"(NG-PON)":[18],"such":[19,130],"as":[20,87,95,131],"10-gigabit":[21],"(XG-PON).":[25],"Not":[26],"only":[27],"this,":[28,120],"NG-PON":[30],"is":[31,75,99,123],"becoming":[32],"popular":[34],"choice":[35],"for":[36,39,101,126,161],"mobile":[37],"xhaul":[38],"small":[40],"cell":[41],"centralized/cloud":[42],"radio":[43,114],"access":[44],"(CRAN).":[46],"These":[47],"networks":[48],"run":[49],"a":[50],"management":[52],"module":[53,66],"at":[54],"central":[55],"office":[56],"manage":[58],"available":[60],"bandwidth.":[61],"efficiency":[63],"can":[67],"be":[68],"increased":[69],"if":[70],"upcoming":[72],"known":[76,86,94],"advance.":[78],"In":[79,117],"this":[80],"paper,":[81],"an":[82,107,166],"existing":[83],"forecasting":[84],"model":[85,98],"long-short":[88],"term":[89],"memory":[90],"(LSTM)":[91],"model,":[92],"also":[93,124],"Vanilla":[96],"LSTM":[97,128,133,156,159],"used":[100],"predicting":[102,162],"from":[106],"unit":[110],"(ONU)":[111],"or":[112],"remote":[113],"heads":[115],"(RRH).":[116],"addition":[118],"results":[122,139],"obtained":[125],"other":[127,158],"models":[129],"stacked":[132],"and":[134,148],"Bi-directional":[135],"LSTM.":[136],"simulation":[138],"are":[140],"compared":[141],"terms":[143],"various":[145],"performance":[146],"metrics":[147],"analysis":[150],"confirmed":[151],"superiority":[153],"vanilla":[155],"over":[157],"variants":[160],"ONU/RRH.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}