{"id":"https://openalex.org/W2899413895","doi":"https://doi.org/10.1109/5gwf.2018.8516715","title":"Cognitive Neural Network Delay Predictor for High Speed Mobility in 5G C-RAN Cellular Networks","display_name":"Cognitive Neural Network Delay Predictor for High Speed Mobility in 5G C-RAN Cellular Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899413895","doi":"https://doi.org/10.1109/5gwf.2018.8516715","mag":"2899413895"},"language":"en","primary_location":{"id":"doi:10.1109/5gwf.2018.8516715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5gwf.2018.8516715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5G World Forum (5GWF)","raw_type":"proceedings-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/A5086623451","display_name":"Ali M. Mahmood","orcid":"https://orcid.org/0000-0002-3507-6510"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Ali M. Mahmood","raw_affiliation_strings":["University of Technology, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023454360","display_name":"Adil Al-Yasiri","orcid":null},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adil Al-Yasiri","raw_affiliation_strings":["University of Salford, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Salford, Manchester, United Kingdom","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057830633","display_name":"Omar Alani","orcid":"https://orcid.org/0000-0002-5848-9107"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Omar Y. Alani","raw_affiliation_strings":["University of Salford, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Salford, Manchester, United Kingdom","institution_ids":["https://openalex.org/I54459138"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086623451"],"corresponding_institution_ids":["https://openalex.org/I171256487"],"apc_list":null,"apc_paid":null,"fwci":0.6438,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71612311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10148","display_name":"Advanced MIMO Systems Optimization","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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9991999864578247,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9987999796867371,"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":0.7580718398094177},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.6871838569641113},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6419788599014282},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6225648522377014},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5688724517822266},{"id":"https://openalex.org/keywords/c-ran","display_name":"C-RAN","score":0.5670745372772217},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5232033729553223},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.47471487522125244},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.4720020294189453},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.4589771330356598},{"id":"https://openalex.org/keywords/baseband","display_name":"Baseband","score":0.4434436559677124},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.44142067432403564},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4142007827758789},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3698427975177765},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29137277603149414},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2648904323577881},{"id":"https://openalex.org/keywords/mobile-station","display_name":"Mobile station","score":0.2457464337348938},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.09863859415054321}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580718398094177},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.6871838569641113},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6419788599014282},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6225648522377014},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5688724517822266},{"id":"https://openalex.org/C2779765720","wikidata":"https://www.wikidata.org/wiki/Q5005908","display_name":"C-RAN","level":5,"score":0.5670745372772217},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5232033729553223},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.47471487522125244},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.4720020294189453},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.4589771330356598},{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.4434436559677124},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.44142067432403564},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4142007827758789},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3698427975177765},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29137277603149414},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2648904323577881},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.2457464337348938},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.09863859415054321}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/5gwf.2018.8516715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/5gwf.2018.8516715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5G World Forum (5GWF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322727","display_name":"Minist\u00e8re de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","ror":"https://ror.org/03sjk9a61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W64867182","https://openalex.org/W1489528905","https://openalex.org/W1557900986","https://openalex.org/W1698719573","https://openalex.org/W1964425773","https://openalex.org/W1969412801","https://openalex.org/W2002011878","https://openalex.org/W2006599533","https://openalex.org/W2023061274","https://openalex.org/W2049263442","https://openalex.org/W2051723053","https://openalex.org/W2091005538","https://openalex.org/W2109155033","https://openalex.org/W2124776405","https://openalex.org/W2126329522","https://openalex.org/W2131750568","https://openalex.org/W2147601077","https://openalex.org/W2284883540","https://openalex.org/W2306649852","https://openalex.org/W2563926350","https://openalex.org/W2773872233","https://openalex.org/W3099607069","https://openalex.org/W4237992594"],"related_works":["https://openalex.org/W2592537445","https://openalex.org/W2117039245","https://openalex.org/W2497039592","https://openalex.org/W4287262510","https://openalex.org/W2436923341","https://openalex.org/W3138350675","https://openalex.org/W2902173727","https://openalex.org/W2064969374","https://openalex.org/W2885291556","https://openalex.org/W4248981987"],"abstract_inverted_index":{"The":[0,25,192],"future":[1,52,104],"fifth":[2],"Generation":[3],"(5G)":[4],"cellular":[5],"network":[6,30,204],"is":[7,81,163],"expected":[8],"to":[9,34,47,83,140,149],"support":[10],"one":[11],"million":[12],"connections":[13],"per":[14],"square":[15],"kilometre":[16],"with":[17,178,205],"1":[18],"ms":[19],"end-to-end":[20],"as":[21],"a":[22,36,91,156,195],"desired":[23],"latency.":[24],"potential":[26],"of":[27,51,78,94,106,134,144,172,188,202],"this":[28,145],"ultra-dense":[29],"motivated":[31],"the":[32,49,56,65,68,72,103,111,117,121,125,132,135,142,167,173,179,185,189,199,203,206],"researchers":[33],"develop":[35],"new":[37],"architecture.":[38],"Cloud":[39],"Radio":[40],"Access":[41],"Network":[42,159],"(C-RAN)":[43],"technology":[44],"was":[45],"proposed":[46,164,207],"meet":[48],"demand":[50],"networks,":[53],"however,":[54],"moving":[55],"baseband":[57],"processing":[58],"from":[59],"multiple":[60],"physical":[61],"base":[62,122],"stations":[63],"on":[64],"ground":[66],"within":[67],"cell":[69],"site":[70],"into":[71],"cloud":[73],"brings":[74],"many":[75],"challenges.":[76],"One":[77],"these":[79],"challenges":[80],"how":[82],"acquire":[84],"accurate":[85],"Channel":[86],"State":[87],"Information":[88],"(CSI)":[89],"for":[90,165,183],"dense":[92],"number":[93],"access":[95],"points":[96],"and":[97,120,148,169],"User":[98],"Equipment":[99],"(UE),":[100],"which":[101],"are":[102],"theme":[105],"5G":[107],"deployment.":[108],"CSI":[109,129,147,174],"reflects":[110],"instantaneous":[112],"communication":[113,190],"link":[114],"status":[115],"between":[116],"mobile":[118],"user":[119],"station.":[123],"Hence,":[124],"imperfect":[126],"or":[127],"delayed":[128],"can":[130],"influence":[131],"performance":[133],"whole":[136],"network.":[137],"In":[138],"order":[139],"reduce":[141],"impact":[143],"outdated":[146],"improve":[150],"its":[151],"accuracy":[152],"in":[153,198],"C-RAN":[154],"architecture,":[155],"Cognitive":[157],"Neural":[158],"Delay":[160],"Predictor":[161],"(CNNDP)":[162],"compensating":[166],"transmission":[168],"acquisition":[170],"delay":[171],"working":[175],"simultaneously":[176],"along":[177],"conventional":[180],"prediction":[181],"technique":[182],"predicting":[184],"time":[186],"variations":[187],"channel.":[191],"results":[193],"demonstrate":[194],"significant":[196],"enhancement":[197],"data":[200],"throughput":[201],"approach.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
