{"id":"https://openalex.org/W4408611428","doi":"https://doi.org/10.1109/icaiic64266.2025.10920645","title":"Neural Network-Aided Cell Selection and Handover in Cellular Networks with Carrier Aggregation","display_name":"Neural Network-Aided Cell Selection and Handover in Cellular Networks with Carrier Aggregation","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4408611428","doi":"https://doi.org/10.1109/icaiic64266.2025.10920645"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic64266.2025.10920645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5116697823","display_name":"Haerim Ga","orcid":null},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haerim Ga","raw_affiliation_strings":["Sogang University,Department of Artificial Intelligence,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sogang University,Department of Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050174207","display_name":"Gwanwoo Na","orcid":null},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gwanwoo Na","raw_affiliation_strings":["Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gahye Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gahye Kim","raw_affiliation_strings":["Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022288678","display_name":"Jungmin So","orcid":"https://orcid.org/0000-0001-5486-9068"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungmin So","raw_affiliation_strings":["Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sogang University,Department of Computer Science and Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I148751991"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I148751991"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04883958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"0119","last_page":"0124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9980000257492065,"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":0.9980000257492065,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9968000054359436,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.7584902048110962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6845705509185791},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6429370641708374},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5377208590507507},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5210422873497009},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5152814388275146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2296321988105774}],"concepts":[{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.7584902048110962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6845705509185791},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6429370641708374},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5377208590507507},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5210422873497009},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5152814388275146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2296321988105774}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic64266.2025.10920645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic64266.2025.10920645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2060805225","https://openalex.org/W2152332139","https://openalex.org/W2165893127","https://openalex.org/W2786277435","https://openalex.org/W4213250374","https://openalex.org/W4383754251"],"related_works":["https://openalex.org/W2520149731","https://openalex.org/W1981519115","https://openalex.org/W1985631144","https://openalex.org/W2087123996","https://openalex.org/W3111553259","https://openalex.org/W2103264866","https://openalex.org/W53279813","https://openalex.org/W2115561238","https://openalex.org/W2128480633","https://openalex.org/W2270230623"],"abstract_inverted_index":{"Carrier":[0],"aggregation":[1,86,136,177],"is":[2,63,87,137],"one":[3,69],"of":[4,70,100,125,200,215,226],"the":[5,73,77,90,98,107,115,122,140,180,197,223,237],"most":[6],"important":[7],"technologies":[8],"for":[9,110,172],"increasing":[10],"data":[11],"rates":[12],"in":[13,175,248],"current":[14,116],"and":[15,23,39,49,76,148,163,169,187,207],"future":[16],"cellular":[17],"network":[18,250],"systems":[19],"such":[20,34,158],"as":[21,35,159],"5G":[22],"6G.":[24],"It":[25],"combines":[26],"multiple":[27,67],"frequency":[28],"channels,":[29],"possibly":[30],"from":[31],"different":[32],"bands":[33,36],"under":[37],"6GHz":[38],"millimeter-wave":[40],"bands,":[41],"to":[42,66,131,144,204,221],"send":[43],"traffic":[44],"between":[45],"a":[46,50,54,60,111,167,192],"base":[47],"station":[48],"user":[51,61,112,231],"device":[52,62],"at":[53,229],"faster":[55],"speed.":[56],"With":[57],"carrier":[58,85,135,176],"aggregation,":[59],"simultaneously":[64],"connected":[65],"cells,":[68,127],"them":[71],"being":[72,79],"primary":[74,126,147],"cell":[75,91,109,117,141,173,193],"others":[78],"secondary":[80,149],"cells.":[81,202],"In":[82],"environments":[83],"where":[84],"extensively":[88],"used,":[89],"selection":[92,118,142,174],"algorithm":[93,143],"must":[94],"take":[95],"into":[96],"account":[97],"performance":[99,133,199,242],"all":[101],"potentially":[102],"aggregated":[103,201],"cells":[104,150,228],"when":[105,134],"selecting":[106],"best":[108],"device.":[113],"However,":[114],"method":[119],"only":[120],"considers":[121],"signal":[123,224],"quality":[124,225],"which":[128],"may":[129,151],"lead":[130],"sub-optimal":[132],"used.":[138],"Modifying":[139],"consider":[145],"both":[146],"seem":[152],"trivial,":[153],"but":[154],"faces":[155],"new":[156,184],"challenges":[157],"increased":[160],"measurement":[161,185],"cost":[162],"delay.":[164],"We":[165],"present":[166],"simple":[168],"practical":[170],"scheme":[171,182,239],"environments.":[178,251],"First,":[179],"proposed":[181,238],"introduces":[183],"configurations":[186],"events":[188],"that":[189,218,236],"can":[190],"implement":[191],"group-based":[194],"handover":[195],"considering":[196],"combined":[198],"Second,":[203],"reduce":[205],"delay":[206],"overhead":[208],"caused":[209],"by":[210],"measurements,":[211],"we":[212],"make":[213],"use":[214],"neural":[216],"networks":[217],"are":[219],"trained":[220],"estimate":[222],"neighbor":[227],"approximate":[230],"locations.":[232],"Simulation":[233],"results":[234],"show":[235],"achieves":[240],"significant":[241],"benefits":[243],"over":[244],"legacy":[245],"methods,":[246],"especially":[247],"dense":[249]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}