{"id":"https://openalex.org/W4312346688","doi":"https://doi.org/10.1109/tits.2022.3226198","title":"Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles","display_name":"Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4312346688","doi":"https://doi.org/10.1109/tits.2022.3226198"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3226198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3226198","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5090327058","display_name":"Xinchen Lyu","orcid":"https://orcid.org/0000-0003-0404-4310"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinchen Lyu","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0404-4310","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042082415","display_name":"Chenyu Zhang","orcid":"https://orcid.org/0000-0002-4300-3135"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyu Zhang","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4300-3135","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056079858","display_name":"Chenshan Ren","orcid":"https://orcid.org/0000-0002-7058-2910"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenshan Ren","raw_affiliation_strings":["School of Information Engineering, Minzu University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Minzu University of China, Beijing, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101635010","display_name":"Yanzhao Hou","orcid":"https://orcid.org/0000-0001-5571-9539"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanzhao Hou","raw_affiliation_strings":["National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5571-9539","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6696,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.64754909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"24","issue":"3","first_page":"3117","last_page":"3128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"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":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991000294685364,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/multicast","display_name":"Multicast","score":0.7443258166313171},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.742942750453949},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7083495259284973},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5790208578109741},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.5104195475578308},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4713815152645111},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.46299251914024353},{"id":"https://openalex.org/keywords/submodular-set-function","display_name":"Submodular set function","score":0.4506244957447052},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4338812232017517},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4190866947174072},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3716255724430084},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.30038371682167053},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22000858187675476},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15822157263755798},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08902153372764587}],"concepts":[{"id":"https://openalex.org/C32295351","wikidata":"https://www.wikidata.org/wiki/Q899288","display_name":"Multicast","level":2,"score":0.7443258166313171},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742942750453949},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7083495259284973},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5790208578109741},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.5104195475578308},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4713815152645111},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.46299251914024353},{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.4506244957447052},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4338812232017517},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4190866947174072},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3716255724430084},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.30038371682167053},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22000858187675476},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15822157263755798},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08902153372764587},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3226198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3226198","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3623926150","display_name":null,"funder_award_id":"62001048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5273970605","display_name":null,"funder_award_id":"2021YFB2900302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W166049059","https://openalex.org/W595252221","https://openalex.org/W2090359754","https://openalex.org/W2482293012","https://openalex.org/W2507646074","https://openalex.org/W2741483740","https://openalex.org/W2772903750","https://openalex.org/W2893069199","https://openalex.org/W2895973886","https://openalex.org/W2898082692","https://openalex.org/W2898359547","https://openalex.org/W2900892061","https://openalex.org/W2906042702","https://openalex.org/W2921337715","https://openalex.org/W2962843773","https://openalex.org/W2963103668","https://openalex.org/W2975013556","https://openalex.org/W2980245340","https://openalex.org/W2982650630","https://openalex.org/W3000048572","https://openalex.org/W3003652270","https://openalex.org/W3004417498","https://openalex.org/W3006463925","https://openalex.org/W3007050655","https://openalex.org/W3010587166","https://openalex.org/W3010723141","https://openalex.org/W3014722646","https://openalex.org/W3031997723","https://openalex.org/W3033819030","https://openalex.org/W3046140876","https://openalex.org/W3107241266","https://openalex.org/W3129289263","https://openalex.org/W3176231977","https://openalex.org/W3177035154","https://openalex.org/W3181606936","https://openalex.org/W3185378538","https://openalex.org/W3187593522","https://openalex.org/W3195888136","https://openalex.org/W3203005489","https://openalex.org/W4233748705","https://openalex.org/W6600981286"],"related_works":["https://openalex.org/W1595919516","https://openalex.org/W2595172197","https://openalex.org/W2945022594","https://openalex.org/W2966531942","https://openalex.org/W2194604332","https://openalex.org/W4379619607","https://openalex.org/W4386185001","https://openalex.org/W1989453388","https://openalex.org/W2922450688","https://openalex.org/W4313349366"],"abstract_inverted_index":{"The":[0,58,107,138],"Internet":[1],"of":[2,56,70,75,140,175,181],"Vehicles":[3],"(IoV)":[4],"is":[5,129,145],"a":[6,81,148,153],"promising":[7],"paradigm":[8],"for":[9,36],"autonomous":[10],"driving,":[11],"where":[12],"the":[13,17,44,50,53,64,67,73,134,161,173,176],"sensing":[14],"data":[15,94,120,126,141,182],"from":[16,63],"onboard":[18],"sensors":[19],"can":[20,31],"be":[21],"disseminated":[22],"and":[23,39,72,96,143,156,166,184],"processed":[24],"cooperatively":[25],"via":[26],"vehicle-to-vehicle":[27],"links.":[28],"Autonomous":[29],"vehicles":[30],"share":[32],"their":[33],"local":[34,135],"views":[35],"cooperative,":[37],"reliable,":[38],"robust":[40],"driving":[41],"decisions.":[42],"However,":[43],"limited":[45],"wireless":[46],"resources":[47],"may":[48],"become":[49],"bottleneck":[51],"with":[52,93],"increasing":[54],"number":[55],"vehicles.":[57,106],"technical":[59],"challenges":[60],"also":[61],"arise":[62],"decentralized":[65],"control,":[66],"spatial":[68],"couplings":[69],"decisions,":[71],"complexity":[74],"combinatorial":[76],"optimization.":[77],"This":[78],"paper":[79],"proposes":[80],"novel":[82],"fully":[83],"distributed":[84],"graph-based":[85],"approach":[86,178],"to":[87,112,132,147,171],"jointly":[88],"optimize":[89],"multicast":[90],"link":[91],"establishment":[92],"dissemination":[95,142],"processing":[97,127,144],"decisions":[98],"by":[99,159],"only":[100],"exchanging":[101],"partial":[102],"information":[103],"among":[104],"neighboring":[105],"mixed-integer":[108],"programming":[109],"problem":[110,151],"aims":[111],"maximize":[113],"system":[114],"energy":[115,185],"efficiency":[116],"while":[117],"achieving":[118],"maximum":[119],"throughput.":[121],"We":[122],"prove":[123],"that":[124],"maximizing":[125],"throughput":[128,183],"submodular":[130],"optimization":[131,139],"find":[133],"optimum":[136],"efficiently.":[137],"reformulated":[146],"minimum-cost":[149],"maximum-flow":[150],"in":[152,179],"three-layer":[154],"graph,":[155],"efficiently":[157],"solved":[158],"exploiting":[160],"graphical":[162],"interdependence.":[163],"Both":[164],"simulation-generated":[165],"trace-based":[167],"datasets":[168],"are":[169],"evaluated":[170],"validate":[172],"effectiveness":[174],"proposed":[177],"terms":[180],"efficiency.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
