{"id":"https://openalex.org/W3167616353","doi":"https://doi.org/10.1109/vtc2021-spring51267.2021.9448875","title":"Reducing Latency: Improving Handover Procedure Using Machine Learning","display_name":"Reducing Latency: Improving Handover Procedure Using Machine Learning","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3167616353","doi":"https://doi.org/10.1109/vtc2021-spring51267.2021.9448875","mag":"3167616353"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2021-spring51267.2021.9448875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2021-spring51267.2021.9448875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring)","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/A5008256885","display_name":"Roman Zhohov","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Roman Zhohov","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038185945","display_name":"Alexandros Palaios","orcid":"https://orcid.org/0000-0002-7116-1739"},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alexandros Palaios","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073489364","display_name":"Henrik Ryd\u00e9n","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Henrik Ryden","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090418723","display_name":"Reza Moosavi","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Reza Moosavi","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020549501","display_name":"Joel Berglund","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Joel Berglund","raw_affiliation_strings":["Ericsson Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research","institution_ids":["https://openalex.org/I1306339040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6102,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.66824406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8677524328231812},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.8365532159805298},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.8351777791976929},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6279044151306152},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.6119856238365173},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48151716589927673},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45598793029785156},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4478227198123932},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4358593225479126},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39738380908966064},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3414115905761719},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12972697615623474}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8677524328231812},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.8365532159805298},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.8351777791976929},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6279044151306152},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.6119856238365173},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48151716589927673},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45598793029785156},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4478227198123932},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4358593225479126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39738380908966064},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3414115905761719},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12972697615623474},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2021-spring51267.2021.9448875","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2021-spring51267.2021.9448875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring)","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":18,"referenced_works":["https://openalex.org/W1506806321","https://openalex.org/W1912982817","https://openalex.org/W1943395415","https://openalex.org/W2001875203","https://openalex.org/W2101234009","https://openalex.org/W2101940033","https://openalex.org/W2772265751","https://openalex.org/W2807584257","https://openalex.org/W2890445686","https://openalex.org/W2891171329","https://openalex.org/W2908110871","https://openalex.org/W2950863887","https://openalex.org/W2973449430","https://openalex.org/W2988024101","https://openalex.org/W3043330351","https://openalex.org/W6675300992","https://openalex.org/W6675354045","https://openalex.org/W6770261097"],"related_works":["https://openalex.org/W1974860256","https://openalex.org/W2520149731","https://openalex.org/W4321381871","https://openalex.org/W4383065492","https://openalex.org/W1981519115","https://openalex.org/W1985631144","https://openalex.org/W2087123996","https://openalex.org/W3111553259","https://openalex.org/W2103264866","https://openalex.org/W2395800181"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,31,78,84,90],"Machine":[3],"Learning":[4],"(ML)":[5],"use-case":[6],"for":[7,29,36,154],"reducing":[8],"latency":[9],"in":[10,62,112,123,130,162],"wireless":[11],"networks,":[12],"by":[13,54,69,82],"replacing":[14],"some":[15],"of":[16,34,87,126],"the":[17,26,37,42,50,66,74,101,113,124,127,139],"traditional":[18,60],"and":[19,120,143,157],"time-consuming":[20],"procedures.":[21],"The":[22,133],"proposed":[23,128,134],"method":[24,135],"reduces":[25,138],"time":[27],"needed":[28],"collecting":[30],"large":[32,91],"number":[33,86],"measurements":[35,76],"target":[38],"cell":[39],"selection":[40],"during":[41],"inter-frequency":[43],"handover":[44,141],"procedure.":[45],"Our":[46],"paper":[47],"contributes":[48],"to":[49,64],"current":[51],"literature,":[52],"firstly,":[53],"showcasing":[55],"how":[56],"ML":[57],"can":[58,147],"replace":[59],"procedures":[61],"order":[63],"reduce":[65],"latency.":[67],"Secondly,":[68],"presenting":[70],"results":[71],"based":[72,117],"on":[73,118],"real":[75,131],"from":[77],"live":[79],"network.":[80],"Finally,":[81],"training":[83],"huge":[85],"models":[88],"over":[89,103],"geographical":[92],"area,":[93,114],"where":[94],"multiple":[95],"base":[96],"stations":[97],"are":[98],"deployed,":[99],"reporting":[100],"performance":[102],"all":[104],"those":[105],"models.":[106],"This":[107],"contribution":[108],"extends":[109],"previous":[110],"work":[111],"that":[115],"was":[116],"simulations":[119],"improves":[121],"confidence":[122],"applicability":[125],"solution":[129],"networks.":[132],"not":[136],"only":[137],"total":[140],"delay":[142],"service":[144],"disruption":[145],"but":[146],"also":[148],"be":[149],"considered":[150],"as":[151,159],"an":[152],"enabler":[153],"new":[155],"verticals":[156],"use-cases,":[158],"we":[160],"discuss":[161],"this":[163],"paper.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
