{"id":"https://openalex.org/W4297094594","doi":"https://doi.org/10.1109/tvt.2022.3209539","title":"Towards Predictive Forwarding Strategy in Vehicular Named Data Networking","display_name":"Towards Predictive Forwarding Strategy in Vehicular Named Data Networking","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4297094594","doi":"https://doi.org/10.1109/tvt.2022.3209539"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3209539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3209539","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5100627768","display_name":"Junxia Wang","orcid":"https://orcid.org/0000-0002-4835-7223"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxia Wang","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-4835-7223","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052677758","display_name":"Jiangtao Luo","orcid":"https://orcid.org/0000-0002-9160-3047"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Luo","raw_affiliation_strings":["Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9160-3047","affiliations":[{"raw_affiliation_string":"Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016656803","display_name":"Yongyi Ran","orcid":"https://orcid.org/0000-0002-3200-1409"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongyi Ran","raw_affiliation_strings":["Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3200-1409","affiliations":[{"raw_affiliation_string":"Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008960297","display_name":"Junchao Yang","orcid":"https://orcid.org/0000-0001-9512-2104"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junchao Yang","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-9512-2104","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399797","display_name":"Kai Liu","orcid":"https://orcid.org/0000-0001-5865-7724"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Liu","raw_affiliation_strings":["Key Laboratory of Dependable Service Computing in Cyber Physical Society, Ministry of Education, Chongqing University, Chongqing, China","College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5865-7724","affiliations":[{"raw_affiliation_string":"Key Laboratory of Dependable Service Computing in Cyber Physical Society, Ministry of Education, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Department of Computing, and Research Institute for Sustainable Urban Development, Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9831-2202","affiliations":[{"raw_affiliation_string":"Department of Computing, and Research Institute for Sustainable Urban Development, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7094,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90448359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"72","issue":"3","first_page":"3751","last_page":"3763"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9997000098228455,"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/T11478","display_name":"Caching and Content Delivery","score":0.9997000098228455,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9926000237464905,"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":0.9829000234603882,"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":0.7723273038864136},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7343406081199646},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6981339454650879},{"id":"https://openalex.org/keywords/forwarder","display_name":"Forwarder","score":0.6824485063552856},{"id":"https://openalex.org/keywords/broadcast-radiation","display_name":"Broadcast radiation","score":0.5348697304725647},{"id":"https://openalex.org/keywords/packet-forwarding","display_name":"Packet forwarding","score":0.5128410458564758},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.49495452642440796},{"id":"https://openalex.org/keywords/hop","display_name":"Hop (telecommunications)","score":0.4859541654586792},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.4737827777862549},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.46307551860809326},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2648928165435791},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10706645250320435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723273038864136},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7343406081199646},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6981339454650879},{"id":"https://openalex.org/C2781363737","wikidata":"https://www.wikidata.org/wiki/Q616007","display_name":"Forwarder","level":2,"score":0.6824485063552856},{"id":"https://openalex.org/C114529192","wikidata":"https://www.wikidata.org/wiki/Q922151","display_name":"Broadcast radiation","level":3,"score":0.5348697304725647},{"id":"https://openalex.org/C120317029","wikidata":"https://www.wikidata.org/wiki/Q874048","display_name":"Packet forwarding","level":3,"score":0.5128410458564758},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.49495452642440796},{"id":"https://openalex.org/C25906391","wikidata":"https://www.wikidata.org/wiki/Q1432381","display_name":"Hop (telecommunications)","level":2,"score":0.4859541654586792},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.4737827777862549},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.46307551860809326},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2648928165435791},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10706645250320435},{"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":2,"locations":[{"id":"doi:10.1109/tvt.2022.3209539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3209539","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-129704","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-129704","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6357771212","display_name":null,"funder_award_id":"62171072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6385357354","display_name":null,"funder_award_id":"62172064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8885344885","display_name":null,"funder_award_id":"62003067","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1489738404","https://openalex.org/W1644215467","https://openalex.org/W1869778509","https://openalex.org/W1985839701","https://openalex.org/W2039486681","https://openalex.org/W2294730048","https://openalex.org/W2344806467","https://openalex.org/W2427444245","https://openalex.org/W2753419519","https://openalex.org/W2757998210","https://openalex.org/W2768539325","https://openalex.org/W2770671463","https://openalex.org/W2785313737","https://openalex.org/W2793820526","https://openalex.org/W2808076194","https://openalex.org/W2901441399","https://openalex.org/W2911894629","https://openalex.org/W2913323390","https://openalex.org/W2945628606","https://openalex.org/W2952487729","https://openalex.org/W2967365328","https://openalex.org/W2984221606","https://openalex.org/W2986387496","https://openalex.org/W2993809815","https://openalex.org/W2997305315","https://openalex.org/W3025975471","https://openalex.org/W3031997723","https://openalex.org/W3119110867","https://openalex.org/W3123516948","https://openalex.org/W3160061908","https://openalex.org/W3167052796","https://openalex.org/W3176231977","https://openalex.org/W3191484621","https://openalex.org/W6639086533"],"related_works":["https://openalex.org/W1990509281","https://openalex.org/W1994612065","https://openalex.org/W2798070696","https://openalex.org/W2138448153","https://openalex.org/W2154869208","https://openalex.org/W4244198675","https://openalex.org/W2255082217","https://openalex.org/W2029566493","https://openalex.org/W4381802377","https://openalex.org/W2795188706"],"abstract_inverted_index":{"Vehicular":[0],"named":[1],"data":[2,167],"networking":[3],"(V-NDN)":[4],"is":[5,78,96,121],"promising":[6],"to":[7,80,123,141,186],"improve":[8,175],"the":[9,20,40,82,93,99,104,108,111,125,131,135,143,160,176,187],"content":[10,41],"delivery":[11,42],"efficiency":[12],"in":[13,114,134],"vehicular":[14],"ad":[15],"hoc":[16],"networks":[17],"(VANETs).":[18],"However,":[19],"potential":[21],"broadcast":[22],"storm":[23],"caused":[24,33],"by":[25,34,129,169,183],"Interest":[26,136,164,181],"packet":[27,137],"flooding":[28],"and":[29,107,152,166,171,174],"return":[30],"path":[31],"failures":[32],"vehicle":[35],"mobility":[36],"can":[37,158],"significantly":[38],"degrade":[39],"performance.":[43],"Existing":[44],"forwarding":[45,67,144],"strategies":[46],"based":[47],"on":[48],"outdated":[49],"position":[50],"information":[51],"cannot":[52],"address":[53],"these":[54],"issues":[55],"well.":[56],"In":[57,72,91],"this":[58],"paper,":[59],"we":[60],"propose":[61],"a":[62,118],"novel":[63],"<italic":[64],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[65],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">predictive":[66],"strategy</i>":[68],"(PRFS)":[69],"for":[70,86],"V-NDN.":[71],"PRFS,":[73],"long":[74],"short-term":[75],"memory":[76],"(LSTM)":[77],"employed":[79],"amend":[81],"neighbor":[83],"table":[84],"(NBT)":[85],"preciser":[87],"neighboring":[88],"vehicles'":[89],"positions.":[90],"addition,":[92],"next-hop":[94,127],"forwarder":[95,128,132],"selected":[97,126],"among":[98],"neighbors,":[100],"taking":[101],"into":[102],"account":[103],"link":[105],"reliability":[106],"distance":[109],"along":[110],"road":[112],"(DR)":[113],"both":[115],"directions.":[116],"Furthermore,":[117],"new":[119],"mechanism":[120],"designed":[122],"notify":[124],"embedding":[130],"identity":[133],"header,":[138],"so":[139],"as":[140],"accelerate":[142],"process.":[145],"Finally,":[146],"extensive":[147],"simulations":[148],"are":[149],"carried":[150],"out,":[151],"experimental":[153],"results":[154],"demonstrate":[155],"that":[156],"PRFS":[157],"reduce":[159],"number":[161],"of":[162,179],"forwarded":[163],"packets":[165,168,182],"21.29%":[170],"25.75%,":[172],"respectively,":[173],"success":[177],"ratio":[178],"satisfied":[180],"35.1%":[184],"compared":[185],"existing":[188],"baseline":[189],"algorithms.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
