{"id":"https://openalex.org/W1987946267","doi":"https://doi.org/10.1109/pccc.2014.7017077","title":"TMODF: Trajectory-based multi-objective optimal data forwarding in vehicular networks","display_name":"TMODF: Trajectory-based multi-objective optimal data forwarding in vehicular networks","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1987946267","doi":"https://doi.org/10.1109/pccc.2014.7017077","mag":"1987946267"},"language":"en","primary_location":{"id":"doi:10.1109/pccc.2014.7017077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pccc.2014.7017077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007836123","display_name":"Maocai Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maocai Fu","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354072","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-4257-4347"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373560","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-2348-4488"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050207530","display_name":"Xinyu Guo","orcid":"https://orcid.org/0000-0001-5100-355X"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Guo","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101079687","display_name":"Zhili Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158823","display_name":"Weihai Science and Technology Bureau","ror":"https://ror.org/05mx4xx46","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210158823"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhili Wu","raw_affiliation_strings":["Weiheng Tech. Co. Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Weiheng Tech. Co. Ltd","institution_ids":["https://openalex.org/I4210158823"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2012","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"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":1.0,"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":0.9994000196456909,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/computer-science","display_name":"Computer science","score":0.7943899631500244},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6995174884796143},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.683729887008667},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6046082377433777},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5407845973968506},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5379074215888977},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5345221161842346},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5004918575286865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4927807152271271},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.2297302484512329},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12916889786720276},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11643454432487488},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09039527177810669}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7943899631500244},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6995174884796143},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.683729887008667},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6046082377433777},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5407845973968506},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5379074215888977},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5345221161842346},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5004918575286865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4927807152271271},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.2297302484512329},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12916889786720276},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11643454432487488},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09039527177810669},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pccc.2014.7017077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pccc.2014.7017077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1982002312","https://openalex.org/W1988326596","https://openalex.org/W1997771841","https://openalex.org/W2023262636","https://openalex.org/W2028193256","https://openalex.org/W2041357603","https://openalex.org/W2060063887","https://openalex.org/W2068664423","https://openalex.org/W2076337359","https://openalex.org/W2083976781","https://openalex.org/W2113081455","https://openalex.org/W2116102263","https://openalex.org/W2118886234","https://openalex.org/W2123191910","https://openalex.org/W2123463338","https://openalex.org/W2126389265","https://openalex.org/W2142522527","https://openalex.org/W2144899618","https://openalex.org/W2146526704","https://openalex.org/W2150671917","https://openalex.org/W2157445816","https://openalex.org/W2162595576","https://openalex.org/W2165023564","https://openalex.org/W2168024904","https://openalex.org/W2171211784","https://openalex.org/W2613669871","https://openalex.org/W2949773717","https://openalex.org/W6676815123","https://openalex.org/W6684620542","https://openalex.org/W6737789766"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"Vehicular":[0],"networks":[1],"have":[2],"been":[3],"increasingly":[4],"used":[5],"for":[6],"applications":[7],"like":[8],"road":[9],"infrastructure":[10],"monitoring":[11],"and":[12,31,39,49,73,113],"traffic":[13,114],"jam":[14],"detection,":[15],"etc.":[16],"Data":[17],"forwarding":[18,57,97],"is":[19,131],"a":[20,100,144,148],"well-known":[21],"challenging":[22],"problem":[23,98],"in":[24,58,147],"vehicular":[25,59],"networks,":[26],"which":[27],"suffers":[28],"from":[29],"delay":[30,48],"error":[32],"due":[33],"to":[34,55,94,116],"the":[35,46,70,91,109,118,121,136,150,154],"frequent":[36],"network":[37,50,146],"disruption":[38],"fast":[40],"topological":[41],"change.":[42],"The":[43,127],"minimizations":[44],"of":[45,69,75,82,120,156],"delivery":[47],"cost":[51],"are":[52],"both":[53],"central":[54],"data":[56,96],"networks.":[60],"However,":[61],"previous":[62],"works":[63],"usually":[64],"focus":[65],"on":[66,143],"only":[67],"one":[68],"two":[71],"objectives":[72],"most":[74],"them":[76],"do":[77],"not":[78],"make":[79],"good":[80],"use":[81],"vehicle":[83,110],"trajectory":[84,111],"information.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89],"formulate":[90],"V2V":[92],"(vehicle":[93],"vehicle)":[95],"as":[99],"novel":[101],"multi-objective":[102,137],"Markov":[103],"Decision":[104],"Process":[105],"(MDP).":[106],"We":[107,139],"exploit":[108],"information":[112],"statistics":[115],"estimate":[117],"parameters":[119],"MDP":[122],"(i.e.,":[123],"transition":[124],"probabilities,":[125],"rewards).":[126],"optimal":[128],"routing":[129],"policy":[130],"then":[132],"developed":[133],"by":[134],"solving":[135],"MDP.":[138],"conduct":[140],"extensive":[141],"simulations":[142],"taxi":[145],"mega-city,":[149],"experimental":[151],"results":[152],"validate":[153],"effectiveness":[155],"our":[157],"proposed":[158],"mechanism.":[159]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}