{"id":"https://openalex.org/W4398226081","doi":"https://doi.org/10.1109/tbc.2024.3394289","title":"Enhancing Transportation Management in Marine Internet of Vessels: A 5G Broadcasting-Centric Framework Leveraging Federated Learning","display_name":"Enhancing Transportation Management in Marine Internet of Vessels: A 5G Broadcasting-Centric Framework Leveraging Federated Learning","publication_year":2024,"publication_date":"2024-05-22","ids":{"openalex":"https://openalex.org/W4398226081","doi":"https://doi.org/10.1109/tbc.2024.3394289"},"language":"en","primary_location":{"id":"doi:10.1109/tbc.2024.3394289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2024.3394289","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","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/A5106418053","display_name":"Desheng Chen","orcid":"https://orcid.org/0009-0001-4647-0097"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Desheng Chen","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0001-4647-0097","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022939072","display_name":"Jiabao Wen","orcid":"https://orcid.org/0000-0003-2303-9613"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabao Wen","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2303-9613","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008135980","display_name":"Huiao Dai","orcid":"https://orcid.org/0000-0002-1654-9589"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiao Dai","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-1654-9589","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031593368","display_name":"Meng Xi","orcid":"https://orcid.org/0000-0001-8207-3921"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Xi","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-8207-3921","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002735305","display_name":"Shuai Xiao","orcid":"https://orcid.org/0000-0003-4058-8120"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Xiao","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4058-8120","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066144350","display_name":"Jiachen Yang","orcid":"https://orcid.org/0000-0003-2558-552X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachen Yang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2558-552X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":1.4098,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79962737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"70","issue":"3","first_page":"1091","last_page":"1103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9150999784469604,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9150999784469604,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.6280046701431274},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5540305972099304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4844203293323517},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.45258837938308716},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3313071131706238},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2513557970523834},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.225378155708313}],"concepts":[{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.6280046701431274},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5540305972099304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4844203293323517},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.45258837938308716},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3313071131706238},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2513557970523834},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.225378155708313}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbc.2024.3394289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2024.3394289","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2993372972","display_name":null,"funder_award_id":"62301356","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3903710966","display_name":null,"funder_award_id":"62306211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5282204017","display_name":null,"funder_award_id":"2023M742608","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6122868372","display_name":null,"funder_award_id":"62271345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6335071182","display_name":null,"funder_award_id":"22JCQNJC00790","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G900819692","display_name":null,"funder_award_id":"8091B032254","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4200024937"],"abstract_inverted_index":{"The":[0,78,166],"Maritime":[1,67],"Internet":[2,68],"of":[3,7,35,41,69,81,89,97,127,154,185,191],"Things":[4],"(MIoT)":[5],"consists":[6],"offshore":[8],"equipment":[9],"such":[10],"as":[11],"ships,":[12],"consoles,":[13],"and":[14,44,124,187],"base":[15],"stations,":[16],"which":[17,119],"are":[18],"used":[19],"for":[20,138],"maritime":[21,57,74,90,101,107,144,176],"information":[22,42,91,162,186],"sharing":[23,184],"to":[24,85,157],"assist":[25],"driving":[26],"decision-making.":[27],"However,":[28],"with":[29],"the":[30,33,39,87,95,114,182,189],"increase":[31],"in":[32,66,163,175],"number":[34],"MIoT":[36],"access":[37],"devices,":[38],"risks":[40],"security":[43],"data":[45],"reliability":[46],"have":[47],"also":[48],"significantly":[49],"increased.":[50],"In":[51,104],"this":[52,82,105,149],"paper,":[53],"we":[54],"describe":[55],"a":[56,152,172],"Dynamic":[58],"Ship":[59],"Federated":[60],"Information":[61],"Security":[62],"Sharing":[63],"Model":[64],"(DSF-ISS)":[65],"Vessels":[70],"(MIoV)":[71],"based":[72,112,142],"on":[73,113,143],"5G":[75,145],"broadcasting":[76,146],"technology.":[77,147],"main":[79],"object":[80],"study":[83,150],"is":[84,111],"solve":[86],"problem":[88],"isolated":[92],"island":[93],"under":[94],"condition":[96],"low":[98],"communication":[99],"between":[100],"ship":[102,108],"nodes.":[103],"model,":[106],"nodes":[109,141],"cooperation":[110],"Contract":[115],"Network":[116],"Protocol":[117],"(CNP),":[118],"considers":[120],"task":[121,160],"types,":[122],"spatial,":[123],"temporal":[125],"distribution":[126],"different":[128],"vessels.":[129],"We":[130],"then":[131],"propose":[132],"an":[133],"improved":[134],"federated":[135],"learning":[136],"approach":[137],"local":[139,159],"dynamic":[140],"Moreover,":[148],"designs":[151],"proof":[153],"membership":[155],"(PoM)":[156],"share":[158],"model":[161],"global":[164],"blockchain.":[165],"results":[167],"showed":[168],"that":[169],"DSF-ISS":[170],"has":[171],"positive":[173],"effect":[174],"transportation":[177],"work.":[178],"It":[179],"effectively":[180],"realizes":[181],"secure":[183],"protects":[188],"privacy":[190],"node":[192],"data.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
