{"id":"https://openalex.org/W1660970708","doi":"https://doi.org/10.1155/2015/128725","title":"An Efficient Prediction-Based Data Forwarding Strategy in Vehicular Ad Hoc Network","display_name":"An Efficient Prediction-Based Data Forwarding Strategy in Vehicular Ad Hoc Network","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1660970708","doi":"https://doi.org/10.1155/2015/128725","mag":"1660970708"},"language":"en","primary_location":{"id":"doi:10.1155/2015/128725","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/128725","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2015/128725","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101888822","display_name":"Wanting Zhu","orcid":"https://orcid.org/0000-0002-7076-9881"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanting Zhu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055818694","display_name":"Deyun Gao","orcid":"https://orcid.org/0000-0002-8641-4057"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deyun Gao","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073704569","display_name":"Chuan Heng Foh","orcid":"https://orcid.org/0000-0002-5716-1396"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chuan Heng Foh","raw_affiliation_strings":["Centre for Communication Systems Research, Department of Electronic Engineering, University of Surrey, Surrey GU2 7XH, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Communication Systems Research, Department of Electronic Engineering, University of Surrey, Surrey GU2 7XH, UK","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055818694"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.1837,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80947398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"8","first_page":"128725","last_page":"128725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9998000264167786,"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":0.9987000226974487,"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":0.8897318840026855},{"id":"https://openalex.org/keywords/forwarder","display_name":"Forwarder","score":0.6571014523506165},{"id":"https://openalex.org/keywords/packet-forwarding","display_name":"Packet forwarding","score":0.656586229801178},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.635252058506012},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5349067449569702},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.49025729298591614},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4818657338619232},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4782496988773346},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.45255059003829956},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.44599512219429016},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4186289310455322},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41206106543540955},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1889503002166748},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15363460779190063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8897318840026855},{"id":"https://openalex.org/C2781363737","wikidata":"https://www.wikidata.org/wiki/Q616007","display_name":"Forwarder","level":2,"score":0.6571014523506165},{"id":"https://openalex.org/C120317029","wikidata":"https://www.wikidata.org/wiki/Q874048","display_name":"Packet forwarding","level":3,"score":0.656586229801178},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.635252058506012},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5349067449569702},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.49025729298591614},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4818657338619232},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4782496988773346},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.45255059003829956},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.44599512219429016},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4186289310455322},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41206106543540955},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1889503002166748},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15363460779190063},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1155/2015/128725","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/128725","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:8:p:128725","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/128725","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:alma.44SUR_INST:11139104720002346","is_oa":false,"landing_page_url":"http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000360722300001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=11d2a86992e85fb529977dad66a846d5","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:97f6341a746f4702b593e5748e1a0267","is_oa":true,"landing_page_url":"https://doaj.org/article/97f6341a746f4702b593e5748e1a0267","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":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"},{"id":"pmh:oai:epubs.surrey.ac.uk:840233","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/840233/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"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":{"id":"doi:10.1155/2015/128725","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/128725","pdf_url":null,"source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G3629257778","display_name":null,"funder_award_id":"61272504","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3736162883","display_name":null,"funder_award_id":"2012ZX03005003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6398075570","display_name":null,"funder_award_id":"2014JBM006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7690379780","display_name":null,"funder_award_id":"20130009110010","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W54243723","https://openalex.org/W108767109","https://openalex.org/W1572481965","https://openalex.org/W1990323259","https://openalex.org/W2021497904","https://openalex.org/W2023858199","https://openalex.org/W2025665684","https://openalex.org/W2029501204","https://openalex.org/W2041061121","https://openalex.org/W2076367437","https://openalex.org/W2092735183","https://openalex.org/W2107308460","https://openalex.org/W2129398943","https://openalex.org/W2136867658","https://openalex.org/W2145286644","https://openalex.org/W2160742791","https://openalex.org/W2161322298","https://openalex.org/W2165259187","https://openalex.org/W2171211784"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W4231650586","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W4327774248","https://openalex.org/W2998294818","https://openalex.org/W45347327"],"abstract_inverted_index":{"As":[0],"an":[1,68],"important":[2],"infrastructure":[3],"of":[4,33,44,80,102,117,128,143,155],"intelligent":[5],"transportation":[6],"system":[7],"(ITS),":[8],"vehicular":[9],"ad":[10],"hoc":[11],"networks":[12],"(VANETs)":[13],"provide":[14],"navigation":[15],"and":[16,24,50,78,120,140,165],"positioning,":[17],"information":[18],"services,":[19],"driver":[20],"assistance,":[21],"in-vehicle":[22],"entertainment,":[23],"other":[25],"functions":[26],"for":[27],"the":[28,31,34,40,56,76,86,100,115,123,126,147,153,156],"owners":[29],"improving":[30],"development":[32],"future":[35],"smart":[36],"city.":[37],"Due":[38],"to":[39,54,74,107,136],"high":[41],"dynamic":[42],"nature":[43],"VANETs,":[45],"choosing":[46],"a":[47,92],"relatively":[48],"stable":[49],"reliable":[51],"transmission":[52,82],"path":[53],"reduce":[55],"link":[57,87,96],"breakage":[58],"is":[59],"obviously":[60],"very":[61],"important.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,90,151],"propose":[67],"efficient":[69],"prediction-based":[70],"data":[71,81,109,130],"forwarding":[72,110,158],"strategy":[73,159],"ensure":[75],"reliability":[77],"efficiency":[79,127],"in":[83,99,105,146],"VANETs.":[84,149],"Besides":[85],"lifetime":[88],"prediction,":[89],"introduce":[91],"new":[93],"metric":[94],"named":[95],"utility":[97,113],"used":[98,135],"process":[101],"forwarder":[103],"selection,":[104],"order":[106],"improve":[108],"efficiency.":[111],"Link":[112],"reflects":[114],"impact":[116],"relative":[118],"velocity":[119],"distance":[121],"between":[122],"vehicles":[124],"on":[125],"intervehicle":[129],"transmissions.":[131],"It":[132],"can":[133],"be":[134],"optimize":[137],"packet":[138],"routing":[139],"minimize":[141],"number":[142],"hops":[144],"especially":[145],"high-density":[148],"Finally,":[150],"evaluate":[152],"performance":[154],"proposed":[157],"through":[160],"simulation":[161],"confirming":[162],"its":[163],"feasibility":[164],"effectiveness.":[166]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}