{"id":"https://openalex.org/W4416799910","doi":"https://doi.org/10.1109/snpd65828.2025.11252998","title":"Machine Learning Based on Handover Decision in 5G/6G Cellular Networks: Survey","display_name":"Machine Learning Based on Handover Decision in 5G/6G Cellular Networks: Survey","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4416799910","doi":"https://doi.org/10.1109/snpd65828.2025.11252998"},"language":null,"primary_location":{"id":"doi:10.1109/snpd65828.2025.11252998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd65828.2025.11252998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 29th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","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/A5120390189","display_name":"Sejma Hasak","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Sejma Hasak","raw_affiliation_strings":["Istanbul Technical University (ITU),Dept. Electronics and Communication Engineering,Istanbul,Turkey,34469"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University (ITU),Dept. Electronics and Communication Engineering,Istanbul,Turkey,34469","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081019870","display_name":"Bilal Saoud","orcid":"https://orcid.org/0000-0002-3026-6016"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bilal Saoud","raw_affiliation_strings":["University of Bouira,Faculty of Applied Sciences,Dept. Electrical Engineering,Bouira,Algeria,10000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bouira,Faculty of Applied Sciences,Dept. Electrical Engineering,Bouira,Algeria,10000","institution_ids":["https://openalex.org/I3129390127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073556511","display_name":"Leila Rzayeva","orcid":"https://orcid.org/0000-0002-3382-4685"},"institutions":[{"id":"https://openalex.org/I4210141757","display_name":"Astana Medical University","ror":"https://ror.org/038mavt60","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210141757"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Leila Rzayeva","raw_affiliation_strings":["Astana IT University,Dept. Intelligent Systems and Cybersecurity,Astana,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Astana IT University,Dept. Intelligent Systems and Cybersecurity,Astana,Kazakhstan","institution_ids":["https://openalex.org/I4210141757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078593398","display_name":"\u0414\u0438\u043d\u0430 \u0421\u0430\u0442\u044b\u0431\u0430\u043b\u0434\u0438\u043d\u0430","orcid":"https://orcid.org/0000-0003-0291-4685"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Dina Satybaldina","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University,Dept. Research Institute of Information Security and Cryptology,Astana,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University,Dept. Research Institute of Information Security and Cryptology,Astana,Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058973358","display_name":"\u0421\u0430\u043a\u0435\u043d \u0422\u043b\u0435\u0443\u0431\u0435\u0440\u0434\u0438\u043d","orcid":null},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Saken Tleuberdin","raw_affiliation_strings":["L.N. Gumilyov Eurasian National University,Dept. Information Security,Astana,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eurasian National University,Dept. Information Security,Astana,Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118596230","display_name":"Gulsipat Abisheva","orcid":"https://orcid.org/0009-0003-6692-197X"},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Gulsipat Abisheva","raw_affiliation_strings":["L.N. Gumilyov Eursian National University,Dept. Artificial Intelligence Technology,Astana,Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Gumilyov Eursian National University,Dept. Artificial Intelligence Technology,Astana,Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5120390189"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48412611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.18359999358654022,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.18359999358654022,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.1404999941587448,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.07890000194311142,"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":0.9742000102996826},{"id":"https://openalex.org/keywords/soft-handover","display_name":"Soft handover","score":0.7297000288963318},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6223000288009644},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5383999943733215},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.47360000014305115},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.35690000653266907},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.3488999903202057}],"concepts":[{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.9742000102996826},{"id":"https://openalex.org/C125450847","wikidata":"https://www.wikidata.org/wiki/Q7553982","display_name":"Soft handover","level":3,"score":0.7297000288963318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704999804496765},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6223000288009644},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5964999794960022},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5383999943733215},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.47360000014305115},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C2778555145","wikidata":"https://www.wikidata.org/wiki/Q4476379","display_name":"Mobility management","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.3237999975681305},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3037000000476837},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26080000400543213},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.250900000333786},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snpd65828.2025.11252998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd65828.2025.11252998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 29th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","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":31,"referenced_works":["https://openalex.org/W2993809815","https://openalex.org/W3042792180","https://openalex.org/W3045086480","https://openalex.org/W3063849920","https://openalex.org/W3089283090","https://openalex.org/W3099553388","https://openalex.org/W3111553259","https://openalex.org/W3138625890","https://openalex.org/W3164904872","https://openalex.org/W3165773918","https://openalex.org/W3195457333","https://openalex.org/W4200404763","https://openalex.org/W4210894942","https://openalex.org/W4226298050","https://openalex.org/W4282013727","https://openalex.org/W4290996260","https://openalex.org/W4312290990","https://openalex.org/W4315778400","https://openalex.org/W4315783196","https://openalex.org/W4366250573","https://openalex.org/W4367400167","https://openalex.org/W4377969583","https://openalex.org/W4379115703","https://openalex.org/W4381744420","https://openalex.org/W4384257662","https://openalex.org/W4385144882","https://openalex.org/W4385154423","https://openalex.org/W4385569618","https://openalex.org/W4386280725","https://openalex.org/W4387054223","https://openalex.org/W4388420185"],"related_works":[],"abstract_inverted_index":{"During":[0],"the":[1,4,22,39,50,68,105,137,170,182,210,238],"last":[2],"century":[3],"term":[5],"mobile":[6],"communication":[7],"developed":[8],"at":[9,21,32],"a":[10,99,149],"high":[11],"speed.":[12],"From":[13],"1G":[14],"with":[15,27,56],"availability":[16],"for":[17,49,163,184],"only":[18],"phone":[19],"calls":[20],"strict":[23],"routes,":[24],"to":[25,45,82,109],"6G":[26,42,54,122,166,223],"variety":[28],"of":[29,38,67,72,88,96,107,136,173,186,189,213],"applications":[30],"available":[31],"any":[33],"certain":[34,100],"position.":[35],"The":[36,128,161,226],"goal":[37],"5G":[40,52,120,164,221],"and":[41,53,121,165,222],"network":[43],"is":[44,65,80,130],"provide":[46,133],"services":[47],"worldwide":[48],"users.":[51],"coming":[55],"new":[57,76,131,176],"challenges":[58],"such":[59,196],"as":[60,197],"Handover":[61,63,78,89,91,145],"Decision.":[62],"Decision":[64,79],"one":[66],"most":[69],"important":[70],"aspects":[71],"cellular":[73,224],"communications.":[74],"With":[75,175],"technologies,":[77],"starting":[81],"be":[83,125,229],"more":[84],"challenging":[85],"in":[86,151,220],"terms":[87],"Management.":[90],"Management":[92],"implies":[93,142],"seamless":[94,117],"handover":[95,103,118,152,156,158,218],"users":[97],"within":[98],"path.":[101],"Seamless":[102],"gives":[104,181],"connection":[106],"user":[108],"base":[110,138],"station":[111],"through":[112],"radio":[113],"link.":[114],"For":[115],"establishing":[116],"over":[119],"Network":[123,167],"can":[124],"very":[126],"challenging.":[127],"reason":[129],"technologies":[132,177],"small":[134],"coverage":[135],"stations":[139],"which":[140,180],"immediately":[141],"frequent":[143],"handovers.":[144],"parameters":[146],"that":[147],"decide":[148],"lot":[150],"management":[153],"are":[154,192],"time-to-trigger,":[155],"margin,":[157],"control":[159],"parameters.":[160],"need":[162],"arose":[168],"from":[169,233],"increasing":[171],"number":[172],"devices.":[174,190],"bandwidth":[178],"increases,":[179],"opportunity":[183],"connectivity":[185],"numerous":[187],"numbers":[188],"There":[191],"also":[193],"different":[194],"environments":[195],"mmWave":[198],"Network,":[199,201,204],"Heterogeneous":[200],"Ultra":[202],"Dense":[203],"etc.":[205],"This":[206],"paper":[207],"will":[208,228],"give":[209],"overall":[211],"summary":[212],"machine":[214],"learning":[215],"based":[216],"on":[217,230,237],"decision":[219],"networks.":[225],"focus":[227],"related":[231],"studies":[232],"previous":[234],"research,":[235],"discussion":[236],"various":[239],"ML":[240],"algorithms.":[241]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-11-28T00:00:00"}
