{"id":"https://openalex.org/W4367359581","doi":"https://doi.org/10.1109/twc.2023.3269785","title":"A Novel Routing Control Method Using Federated Learning in Large-Scale Wireless Mesh Networks","display_name":"A Novel Routing Control Method Using Federated Learning in Large-Scale Wireless Mesh Networks","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367359581","doi":"https://doi.org/10.1109/twc.2023.3269785"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2023.3269785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3269785","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-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/A5108419974","display_name":"Yoshihiko Watanabe","orcid":"https://orcid.org/0000-0001-6648-4499"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshihiko Watanabe","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772913","display_name":"Yuichi Kawamoto","orcid":"https://orcid.org/0000-0002-5290-6520"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Kawamoto","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5290-6520","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013311265","display_name":"Nei Kato","orcid":"https://orcid.org/0000-0001-8769-302X"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nei Kato","raw_affiliation_strings":["Graduate School of Information Sciences, Tohoku University, Sendai, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8769-302X","affiliations":[{"raw_affiliation_string":"Graduate School of Information Sciences, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201537933"],"apc_list":null,"apc_paid":null,"fwci":3.5094,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93118922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"12","first_page":"9291","last_page":"9300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9972000122070312,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9760000109672546,"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":0.9441999793052673,"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":0.8256590962409973},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6469659209251404},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.6324863433837891},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6186238527297974},{"id":"https://openalex.org/keywords/multipath-routing","display_name":"Multipath routing","score":0.6184086799621582},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.5690459609031677},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.5327349305152893},{"id":"https://openalex.org/keywords/wireless-routing-protocol","display_name":"Wireless Routing Protocol","score":0.5130835771560669},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.5053792595863342},{"id":"https://openalex.org/keywords/wireless-mesh-network","display_name":"Wireless mesh network","score":0.4862193167209625},{"id":"https://openalex.org/keywords/geographic-routing","display_name":"Geographic routing","score":0.47558271884918213},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4603872299194336},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.40265196561813354},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.39470985531806946},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3591066598892212},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3243252635002136},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11304011940956116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256590962409973},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6469659209251404},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.6324863433837891},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6186238527297974},{"id":"https://openalex.org/C76522221","wikidata":"https://www.wikidata.org/wiki/Q5035396","display_name":"Multipath routing","level":5,"score":0.6184086799621582},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.5690459609031677},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.5327349305152893},{"id":"https://openalex.org/C47318570","wikidata":"https://www.wikidata.org/wiki/Q8026863","display_name":"Wireless Routing Protocol","level":4,"score":0.5130835771560669},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.5053792595863342},{"id":"https://openalex.org/C31548570","wikidata":"https://www.wikidata.org/wiki/Q6453712","display_name":"Wireless mesh network","level":4,"score":0.4862193167209625},{"id":"https://openalex.org/C50558702","wikidata":"https://www.wikidata.org/wiki/Q5535067","display_name":"Geographic routing","level":5,"score":0.47558271884918213},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4603872299194336},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.40265196561813354},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.39470985531806946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3591066598892212},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3243252635002136},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11304011940956116}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2023.3269785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2023.3269785","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1998339846","https://openalex.org/W2011482408","https://openalex.org/W2046980951","https://openalex.org/W2074628007","https://openalex.org/W2090612714","https://openalex.org/W2090635492","https://openalex.org/W2145803479","https://openalex.org/W2148612551","https://openalex.org/W2338178428","https://openalex.org/W2566425973","https://openalex.org/W2620303912","https://openalex.org/W2739851839","https://openalex.org/W2767151733","https://openalex.org/W2781398360","https://openalex.org/W2793075460","https://openalex.org/W2914654487","https://openalex.org/W2944821496","https://openalex.org/W2978563932","https://openalex.org/W2981096252","https://openalex.org/W2995022099","https://openalex.org/W3015826680","https://openalex.org/W3038028469","https://openalex.org/W3112680140","https://openalex.org/W3171140333","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6741428478","https://openalex.org/W6759226220"],"related_works":["https://openalex.org/W2944616377","https://openalex.org/W2607223747","https://openalex.org/W2286025681","https://openalex.org/W2251995179","https://openalex.org/W1655019438","https://openalex.org/W4253436398","https://openalex.org/W2002267183","https://openalex.org/W2159661418","https://openalex.org/W2166368933","https://openalex.org/W2619478018"],"abstract_inverted_index":{"Currently,":[0],"the":[1,96,134,137,170],"volume":[2],"of":[3,136,172],"communication":[4,32,55,60,85,177],"by":[5,57,151],"mobile":[6],"terminals":[7],"are":[8,24],"increasing":[9],"owing":[10],"to":[11,26,114,127,161],"5G":[12],"and":[13,19,34,62,69,100,117],"other":[14],"technologies.":[15],"A":[16],"robust":[17],"network":[18],"appropriate":[20],"routing":[21,74,81,102,121,153],"control":[22,103],"methods":[23],"requied":[25],"transmit":[27],"information":[28],"in":[29,38,140,147,169],"unstable":[30],"wireless":[31,47,84,176],"environments":[33],"avoid":[35],"congestion.":[36],"Therefore,":[37],"recent":[39],"years,":[40],"numerous":[41],"studies":[42],"have":[43],"been":[44],"conducted":[45],"on":[46,92],"mesh":[48],"networks":[49],"(WMNs),":[50],"which":[51],"provide":[52],"a":[53,79,93,119,148,164],"fault-tolerant":[54],"environment":[56],"securing":[58],"multiple":[59],"paths":[61],"whose":[63],"topology":[64],"can":[65,124],"be":[66,105,125],"freely":[67],"configured":[68],"extended.":[70],"Additionally,":[71],"machine":[72,90,115],"learning":[73,91,97,113,116],"is":[75,145,159],"attracting":[76],"attention":[77],"as":[78,163,175],"new":[80],"method":[82,122,139],"for":[83,166],"environments.":[86],"However,":[87],"when":[88],"performing":[89],"large":[94],"WMN,":[95],"time":[98],"increases":[99],"rapid":[101],"may":[104],"impossible.":[106],"In":[107],"this":[108],"study,":[109],"we":[110],"apply":[111],"federated":[112,155],"propose":[118],"machine-learning-based":[120],"that":[123],"applied":[126],"large-scale":[128,149,173],"WMNs.":[129],"Furthermore,":[130],"experimental":[131],"results":[132],"demonstrate":[133],"effectiveness":[135],"proposed":[138],"various":[141],"environments:":[142],"congestion":[143],"avoidance":[144],"achieved":[146],"WMN":[150],"machine-learning":[152],"using":[154],"learning.":[156],"This":[157],"study":[158],"expected":[160],"serve":[162],"basis":[165],"significant":[167],"progress":[168],"realization":[171],"WMNs":[174],"infrastructure.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}