{"id":"https://openalex.org/W3164728145","doi":"https://doi.org/10.1186/s13638-021-01952-0","title":"A multi-objective model-based vertical handoff algorithm for heterogeneous wireless networks","display_name":"A multi-objective model-based vertical handoff algorithm for heterogeneous wireless networks","publication_year":2021,"publication_date":"2021-04-06","ids":{"openalex":"https://openalex.org/W3164728145","doi":"https://doi.org/10.1186/s13638-021-01952-0","mag":"3164728145"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-021-01952-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-01952-0","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-021-01952-0","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-021-01952-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100342185","display_name":"Shumin Wang","orcid":"https://orcid.org/0000-0001-5347-2405"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shumin Wang","raw_affiliation_strings":["School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101044824","display_name":"Honggui Deng","orcid":"https://orcid.org/0000-0002-7338-7395"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honggui Deng","raw_affiliation_strings":["School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064884714","display_name":"Rujing Xiong","orcid":"https://orcid.org/0000-0002-7420-5290"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rujing Xiong","raw_affiliation_strings":["School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412392","display_name":"Gang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I3130607311","display_name":"Changsha Normal University","ror":"https://ror.org/02sqk3z62","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130607311"]},{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Liu","raw_affiliation_strings":["College of Information Science and Engineering, Changsha Normal University, Teli Road, Changsha, 410100, China","School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Changsha Normal University, Teli Road, Changsha, 410100, China","institution_ids":["https://openalex.org/I3130607311"]},{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355952","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-6388-9674"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065058638","display_name":"Hongmei Liu","orcid":"https://orcid.org/0000-0002-1508-7722"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Liu","raw_affiliation_strings":["School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronics, Central South University, Lushan South Road, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100342185"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.8215,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.85087663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9965999722480774,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9965999722480774,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9950000047683716,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9873999953269958,"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":0.9196510314941406},{"id":"https://openalex.org/keywords/handover","display_name":"Handover","score":0.7774102687835693},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.7501216530799866},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6186089515686035},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5812028050422668},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5811986327171326},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.5135071873664856},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5080239772796631},{"id":"https://openalex.org/keywords/vertical-handover","display_name":"Vertical handover","score":0.5019078254699707},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.49164634943008423},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45544907450675964},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4247158169746399},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4178237318992615},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4140464663505554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3575909733772278},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.32893306016921997},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10094267129898071},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07247641682624817}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9196510314941406},{"id":"https://openalex.org/C111852164","wikidata":"https://www.wikidata.org/wiki/Q1414679","display_name":"Handover","level":2,"score":0.7774102687835693},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.7501216530799866},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6186089515686035},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5812028050422668},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5811986327171326},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.5135071873664856},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5080239772796631},{"id":"https://openalex.org/C2778863105","wikidata":"https://www.wikidata.org/wiki/Q7922836","display_name":"Vertical handover","level":5,"score":0.5019078254699707},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.49164634943008423},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45544907450675964},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4247158169746399},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4178237318992615},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4140464663505554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3575909733772278},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.32893306016921997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10094267129898071},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07247641682624817},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13638-021-01952-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-01952-0","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-021-01952-0","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9be351015b5a459093b5ef6c96106efa","is_oa":true,"landing_page_url":"https://doaj.org/article/9be351015b5a459093b5ef6c96106efa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2021, Iss 1, Pp 1-18 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-021-01952-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-021-01952-0","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-021-01952-0","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164728145.pdf","grobid_xml":"https://content.openalex.org/works/W3164728145.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1555794084","https://openalex.org/W1975646355","https://openalex.org/W2062283878","https://openalex.org/W2097916393","https://openalex.org/W2126105956","https://openalex.org/W2167587495","https://openalex.org/W2192162941","https://openalex.org/W2296132189","https://openalex.org/W2317766129","https://openalex.org/W2330448804","https://openalex.org/W2476430736","https://openalex.org/W2520698845","https://openalex.org/W2617580035","https://openalex.org/W2619000565","https://openalex.org/W2786921264","https://openalex.org/W2791962915","https://openalex.org/W2873005150","https://openalex.org/W2895949630","https://openalex.org/W2913020628","https://openalex.org/W2965884658","https://openalex.org/W3023219196","https://openalex.org/W3094257696","https://openalex.org/W6600007113"],"related_works":["https://openalex.org/W1547003420","https://openalex.org/W2030358281","https://openalex.org/W2146254912","https://openalex.org/W3183475654","https://openalex.org/W2245568988","https://openalex.org/W2377723824","https://openalex.org/W2344103605","https://openalex.org/W2561470322","https://openalex.org/W2370141073","https://openalex.org/W4206453773"],"abstract_inverted_index":{"Abstract":[0],"The":[1,84,131,148],"emergence":[2],"of":[3,28,42,67,71,88,101,121,150,159],"5G":[4,35],"communication":[5],"systems":[6],"will":[7,15],"not":[8],"replace":[9],"existing":[10,81,178],"radio":[11],"access":[12],"networks":[13,160],"but":[14],"gradually":[16],"merge":[17],"to":[18,39,63,95,117,139,176],"form":[19],"ultra-dense":[20],"heterogeneous":[21,24],"networks.":[22],"In":[23,49],"networks,":[25],"the":[26,65,77,102,107,119,122,126,141,151,154,167,172,177],"design":[27],"efficient":[29],"vertical":[30],"handoff":[31,78],"(VHO)":[32],"algorithms":[33],"for":[34,153],"infrastructures":[36],"is":[37,61,93,115,136],"necessary":[38],"improve":[40],"quality":[41],"service":[43],"(QoS)":[44],"and":[45,73,125,156,170],"system":[46,168],"resource":[47],"utilization.":[48],"this":[50],"paper,":[51],"an":[52],"optimized":[53],"algorithm":[54,134,164],"based":[55],"on":[56],"a":[57,68,97,111,144],"multi-objective":[58,112,132],"optimization":[59,113],"model":[60,87,114,142],"proposed":[62],"solve":[64],"lack":[66],"comprehensive":[69],"consideration":[70],"user":[72,127],"network":[74,103,108,123],"impacts":[75],"during":[76],"process":[79],"in":[80],"VHO":[82,146,179],"algorithms.":[83],"Markov":[85],"chain":[86],"each":[89],"base":[90],"station":[91],"(BS)":[92],"built":[94],"calculate":[96],"more":[98],"accurate":[99],"value":[100,120],"state":[104,124],"that":[105,162],"reflects":[106],"performance.":[109],"Then,":[110],"derived":[116],"maximize":[118],"data":[128],"receiving":[129],"rate.":[130],"genetic":[133],"NSGA-II":[135],"finally":[137],"employed":[138],"turn":[140],"into":[143],"final":[145],"strategy.":[147],"results":[149],"simulation":[152],"throughput":[155,169],"blocking":[157,173],"rate":[158,174],"demonstrate":[161],"our":[163],"significantly":[165],"increases":[166],"reduces":[171],"compared":[175],"strategies.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
