{"id":"https://openalex.org/W4386260489","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10225804","title":"Intelligent Cellular Traffic Prediction in Open-RAN Based on Cross-Domain Data Fusion","display_name":"Intelligent Cellular Traffic Prediction in Open-RAN Based on Cross-Domain Data Fusion","publication_year":2023,"publication_date":"2023-05-20","ids":{"openalex":"https://openalex.org/W4386260489","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10225804"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps57453.2023.10225804","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10225804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5100463163","display_name":"Zihao Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zihao Xiong","raw_affiliation_strings":["Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100441253","display_name":"Kaisa Zhang","orcid":"https://orcid.org/0000-0002-2091-2336"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaisa Zhang","raw_affiliation_strings":["Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073849231","display_name":"Gang Chuai","orcid":"https://orcid.org/0000-0002-2261-4551"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Chuai","raw_affiliation_strings":["Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108866324","display_name":"Xu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yang","raw_affiliation_strings":["Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111149883","display_name":"Yichao Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichao Xu","raw_affiliation_strings":["Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Beijing University of Posts and Telecommunications,Key Laboratory of Universal Wireless Communications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100463163"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.6296,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6625496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9828000068664551,"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/ran","display_name":"Ran","score":0.7427161335945129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550785303115845},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5988633036613464},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5416221618652344},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4766867160797119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37914085388183594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34872615337371826},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3210200071334839},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.062246471643447876}],"concepts":[{"id":"https://openalex.org/C160704184","wikidata":"https://www.wikidata.org/wiki/Q18031028","display_name":"Ran","level":2,"score":0.7427161335945129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550785303115845},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5988633036613464},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5416221618652344},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4766867160797119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37914085388183594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34872615337371826},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3210200071334839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.062246471643447876},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps57453.2023.10225804","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10225804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1924770834","https://openalex.org/W1973943669","https://openalex.org/W2036785686","https://openalex.org/W2465713700","https://openalex.org/W2807536558","https://openalex.org/W2901504064","https://openalex.org/W2921319277","https://openalex.org/W2964015378","https://openalex.org/W3012144902","https://openalex.org/W3082935815","https://openalex.org/W3109074851","https://openalex.org/W3179429918","https://openalex.org/W3188971569","https://openalex.org/W4220706913","https://openalex.org/W4226302632","https://openalex.org/W4297733535","https://openalex.org/W6640212811","https://openalex.org/W6726873649","https://openalex.org/W6783052460","https://openalex.org/W6810834902"],"related_works":["https://openalex.org/W2130966263","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W1492716323","https://openalex.org/W2366821764","https://openalex.org/W3200288307","https://openalex.org/W4230642524","https://openalex.org/W13685908","https://openalex.org/W3186979628","https://openalex.org/W2072757876"],"abstract_inverted_index":{"Open":[0],"Radio":[1],"Access":[2],"Network":[3,134],"(Open-RAN)":[4],"is":[5,107,128,144],"considered":[6],"as":[7,28],"a":[8,15,29,62,90,116,120],"new":[9],"RAN":[10],"paradigm":[11],"and":[12,49,65,81,113,136,150,154,170],"has":[13],"become":[14],"hotspot":[16],"for":[17,124],"operators.":[18],"Accurate":[19],"traffic":[20,126],"prediction":[21,67,71,92,127],"models":[22],"can":[23],"be":[24],"deployed":[25],"on":[26,95,160],"Open-RAN":[27],"critical":[30],"component":[31],"of":[32,54,78,166],"implementing":[33],"intelligent":[34],"communication":[35,38],"system.":[36],"The":[37],"indicators":[39],"describing":[40],"the":[41,75,85,100,164,167,171],"network":[42,123],"status":[43],"are":[44],"diverse,":[45],"with":[46],"independent":[47],"significances":[48],"complex":[50],"correlations.":[51],"Adequate":[52],"capture":[53,77,147],"correlations":[55],"among":[56,104],"these":[57],"features":[58],"will":[59],"help":[60],"establish":[61],"more":[63],"reasonable":[64],"accurate":[66],"model.":[68],"However,":[69],"traditional":[70],"methods":[72],"rarely":[73],"research":[74],"joint":[76],"spatial,":[79],"temporal":[80,148],"feature":[82,155],"dependencies.":[83,156],"Consider":[84],"problem,":[86],"this":[87],"paper":[88],"proposes":[89],"comprehensive":[91],"system":[93],"based":[94],"cross-domain":[96],"data":[97],"fusion.":[98],"Firstly,":[99],"spatial":[101,153],"topological":[102],"relationship":[103],"base":[105],"stations":[106],"mined":[108],"by":[109,130],"correlation":[110],"analysis":[111],"algorithm":[112],"constructed":[114],"into":[115],"graph":[117],"structure.":[118],"Then,":[119],"novel":[121],"neural":[122],"cellular":[125],"designed":[129],"combining":[131],"Graph":[132],"Attention":[133],"(GAT)":[135],"Gated":[137],"Recurrent":[138],"Unit":[139],"(GRU)":[140],"algorithms,":[141],"where":[142],"GRU":[143],"used":[145],"to":[146,173],"dependence,":[149],"GAT":[151],"captures":[152],"Finally,":[157],"experimental":[158],"results":[159],"real-world":[161],"dataset":[162],"verify":[163],"superiority":[165],"proposed":[168],"model,":[169],"ability":[172],"mine":[174],"spatial-temporal-feature":[175],"correlation.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
