{"id":"https://openalex.org/W3022850065","doi":"https://doi.org/10.1109/jiot.2020.2990935","title":"A Connectivity-Prediction-Based Dynamic Clustering Model for VANET in an Urban Scene","display_name":"A Connectivity-Prediction-Based Dynamic Clustering Model for VANET in an Urban Scene","publication_year":2020,"publication_date":"2020-04-28","ids":{"openalex":"https://openalex.org/W3022850065","doi":"https://doi.org/10.1109/jiot.2020.2990935","mag":"3022850065"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.2990935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2990935","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5022399023","display_name":"Jiujun Cheng","orcid":"https://orcid.org/0000-0001-5176-4762"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiujun Cheng","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073272037","display_name":"Guiyuan Yuan","orcid":"https://orcid.org/0000-0001-8814-6423"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiyuan Yuan","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA","US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia","Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, USA"],"affiliations":[{"raw_affiliation_string":"Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010245958","display_name":"Shangce Gao","orcid":"https://orcid.org/0000-0001-5042-3261"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shangce Gao","raw_affiliation_strings":["Faculty of Engineering, University of Toyama, Toyama, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama, Toyama, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049015061","display_name":"Zhenhua Huang","orcid":"https://orcid.org/0000-0001-8659-4062"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhua Huang","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100331605","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-5999-2126"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022399023"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":7.9898,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.98155676,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":"9","first_page":"8410","last_page":"8418"},"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":0.9973000288009644,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8199857473373413},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.6911774277687073},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.624942421913147},{"id":"https://openalex.org/keywords/geographic-routing","display_name":"Geographic routing","score":0.5806200504302979},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.5767570734024048},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5648782849311829},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5537251830101013},{"id":"https://openalex.org/keywords/stateless-protocol","display_name":"Stateless protocol","score":0.5187797546386719},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4245338439941406},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4192471504211426},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32392412424087524},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.26655113697052},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23417019844055176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2106872797012329}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8199857473373413},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.6911774277687073},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.624942421913147},{"id":"https://openalex.org/C50558702","wikidata":"https://www.wikidata.org/wiki/Q5535067","display_name":"Geographic routing","level":5,"score":0.5806200504302979},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5767570734024048},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5648782849311829},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5537251830101013},{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.5187797546386719},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4245338439941406},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4192471504211426},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32392412424087524},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.26655113697052},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23417019844055176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2106872797012329},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.2990935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2990935","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G1138842363","display_name":null,"funder_award_id":"22120190208","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7292913769","display_name":null,"funder_award_id":"61902222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8468595616","display_name":null,"funder_award_id":"61772366","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8495729842","display_name":null,"funder_award_id":"61872271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G926039943","display_name":null,"funder_award_id":"RG-20-135-38","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1438369732","https://openalex.org/W1520197017","https://openalex.org/W1571737117","https://openalex.org/W1613550394","https://openalex.org/W1964378533","https://openalex.org/W2010663007","https://openalex.org/W2047496769","https://openalex.org/W2096633570","https://openalex.org/W2096829538","https://openalex.org/W2101963262","https://openalex.org/W2108615286","https://openalex.org/W2110896825","https://openalex.org/W2110950447","https://openalex.org/W2114936722","https://openalex.org/W2131207200","https://openalex.org/W2145094598","https://openalex.org/W2157419875","https://openalex.org/W2164140926","https://openalex.org/W2165193616","https://openalex.org/W2267996577","https://openalex.org/W2281287867","https://openalex.org/W2509498658","https://openalex.org/W2522780384","https://openalex.org/W2537915043","https://openalex.org/W2543357207","https://openalex.org/W2754582354","https://openalex.org/W2766767083","https://openalex.org/W2774043027","https://openalex.org/W2778363563","https://openalex.org/W2781878989","https://openalex.org/W2781951010","https://openalex.org/W2782873969","https://openalex.org/W2787563367","https://openalex.org/W2804147884","https://openalex.org/W2808191423","https://openalex.org/W2885060261","https://openalex.org/W2900892061","https://openalex.org/W2901207739","https://openalex.org/W2912956958","https://openalex.org/W2913176905","https://openalex.org/W2920883832","https://openalex.org/W2944597265","https://openalex.org/W2979779867","https://openalex.org/W2997574889","https://openalex.org/W2999484584","https://openalex.org/W3000638052","https://openalex.org/W4235132546","https://openalex.org/W6681096077","https://openalex.org/W6683976703"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W3046260513","https://openalex.org/W2998294818","https://openalex.org/W45347327","https://openalex.org/W2020269557"],"abstract_inverted_index":{"Maintaining":[0],"network":[1,11,46],"connectivity":[2,33,82,98,124],"is":[3],"an":[4,14,73,91],"important":[5],"challenge":[6],"for":[7,88],"vehicular":[8],"ad":[9],"hoc":[10],"(VANET)":[12],"in":[13,72,90],"urban":[15,74,92],"scene,":[16],"which":[17],"has":[18],"more":[19],"complex":[20],"road":[21],"conditions":[22],"than":[23,161,185],"highways":[24],"and":[25,41,50,59,110,128,169,181,191,194],"suburban":[26],"areas.":[27],"Most":[28],"existing":[29],"studies":[30],"analyze":[31],"end-to-end":[32,179],"probability":[34],"under":[35],"a":[36,51,81,97,107,119,135,157],"certain":[37],"node":[38,48,109,130],"distribution":[39],"model,":[40],"reveal":[42],"the":[43,104,152,162,186],"relationship":[44],"among":[45,113,125,144],"connectivity,":[47],"density,":[49],"communication":[52,61],"range.":[53],"Because":[54],"of":[55,64,106],"various":[56],"influencing":[57],"factors":[58],"changing":[60],"states,":[62],"most":[63],"their":[65],"results":[66,149],"are":[67],"not":[68],"applicable":[69],"to":[70,103,140],"VANET":[71,89],"scene.":[75,93],"In":[76],"this":[77],"article,":[78],"we":[79,95,117,133],"propose":[80],"prediction-based":[83],"dynamic":[84],"clustering":[85],"(DC)":[86],"model":[87,121],"First,":[94],"introduce":[96],"prediction":[99],"method":[100,139,175],"(CP)":[101],"according":[102],"features":[105,112],"vehicle":[108,114,126,129,145],"relative":[111],"nodes.":[115,146],"Then,":[116],"formulate":[118],"DC":[120,136],"based":[122,165],"on":[123,166],"nodes":[127],"density.":[131],"Finally,":[132],"present":[134],"model-based":[137],"routing":[138,164,174,190],"realize":[141],"stable":[142],"communications":[143],"The":[147,172],"experimental":[148],"show":[150],"that":[151],"proposed":[153,173],"CP":[154],"can":[155,176],"achieve":[156,177],"lower":[158,178],"error":[159],"rate":[160,184],"geographic":[163],"predictive":[167],"locations":[168],"multilayer":[170],"perceptron.":[171],"latency":[180],"higher":[182],"delivery":[183],"greedy":[187],"perimeter":[188],"stateless":[189],"modified":[192],"distributed":[193],"mobility-adaptive":[195],"clustering-based":[196],"methods.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":16}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}
