{"id":"https://openalex.org/W4220888910","doi":"https://doi.org/10.3390/s22072686","title":"Effective Safety Message Dissemination with Vehicle Trajectory Predictions in V2X Networks","display_name":"Effective Safety Message Dissemination with Vehicle Trajectory Predictions in V2X Networks","publication_year":2022,"publication_date":"2022-03-31","ids":{"openalex":"https://openalex.org/W4220888910","doi":"https://doi.org/10.3390/s22072686","pmid":"https://pubmed.ncbi.nlm.nih.gov/35408300"},"language":"en","primary_location":{"id":"doi:10.3390/s22072686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22072686","pdf_url":"https://www.mdpi.com/1424-8220/22/7/2686/pdf?version=1648713424","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/7/2686/pdf?version=1648713424","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008027624","display_name":"Hantao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hantao Li","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing 100190, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415354","display_name":"Feng Liu","orcid":"https://orcid.org/0009-0002-4079-8662"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing 100190, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078322039","display_name":"Zhongliang Zhao","orcid":"https://orcid.org/0000-0002-0979-9272"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongliang Zhao","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing 100190, China"],"raw_orcid":"https://orcid.org/0000-0002-0979-9272","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing 100190, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079512546","display_name":"Mostafa Karimzadeh","orcid":"https://orcid.org/0000-0002-1949-6857"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mostafa Karimzadeh","raw_affiliation_strings":["Sensonic, 4780 Scharding, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sensonic, 4780 Scharding, Austria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078322039"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2513},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2513},"fwci":1.1227,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.7478677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"7","first_page":"2686","last_page":"2686"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9973999857902527,"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/dissemination","display_name":"Dissemination","score":0.7736917734146118},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.6838693022727966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.660049557685852},{"id":"https://openalex.org/keywords/vehicle-to-vehicle","display_name":"Vehicle-to-vehicle","score":0.6036813259124756},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5994345545768738},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5508971214294434},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5458881258964539},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.545550525188446},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5448510646820068},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5441126227378845},{"id":"https://openalex.org/keywords/vehicular-communication-systems","display_name":"Vehicular communication systems","score":0.4935673475265503},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47209423780441284},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4481219947338104},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38562068343162537},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.317842960357666},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23557743430137634},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2263159155845642},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2238953709602356},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13752010464668274}],"concepts":[{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.7736917734146118},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.6838693022727966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660049557685852},{"id":"https://openalex.org/C2780241275","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicle-to-vehicle","level":2,"score":0.6036813259124756},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5994345545768738},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5508971214294434},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5458881258964539},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.545550525188446},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5448510646820068},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5441126227378845},{"id":"https://openalex.org/C30095986","wikidata":"https://www.wikidata.org/wiki/Q1035238","display_name":"Vehicular communication systems","level":5,"score":0.4935673475265503},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47209423780441284},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4481219947338104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38562068343162537},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.317842960357666},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23557743430137634},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2263159155845642},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2238953709602356},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13752010464668274},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s22072686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22072686","pdf_url":"https://www.mdpi.com/1424-8220/22/7/2686/pdf?version=1648713424","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35408300","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35408300","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9003146","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9003146","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6bc0596012d741768fcc58bba03de57a","is_oa":true,"landing_page_url":"https://doaj.org/article/6bc0596012d741768fcc58bba03de57a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 7, p 2686 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s22072686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22072686","pdf_url":"https://www.mdpi.com/1424-8220/22/7/2686/pdf?version=1648713424","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220888910.pdf","grobid_xml":"https://content.openalex.org/works/W4220888910.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1488311509","https://openalex.org/W1500279439","https://openalex.org/W1540124519","https://openalex.org/W1616040249","https://openalex.org/W1963671803","https://openalex.org/W1968927634","https://openalex.org/W1984969638","https://openalex.org/W1997310863","https://openalex.org/W2036785686","https://openalex.org/W2047738706","https://openalex.org/W2058479406","https://openalex.org/W2061052237","https://openalex.org/W2062789233","https://openalex.org/W2073121023","https://openalex.org/W2092923999","https://openalex.org/W2093685172","https://openalex.org/W2097144242","https://openalex.org/W2104705788","https://openalex.org/W2114936722","https://openalex.org/W2120099703","https://openalex.org/W2160299137","https://openalex.org/W2165991108","https://openalex.org/W2166343996","https://openalex.org/W2319660838","https://openalex.org/W2325932209","https://openalex.org/W2511291621","https://openalex.org/W2515716752","https://openalex.org/W2523702813","https://openalex.org/W2548856837","https://openalex.org/W2586070601","https://openalex.org/W2608321990","https://openalex.org/W2791836213","https://openalex.org/W2896370193","https://openalex.org/W2896448079","https://openalex.org/W2903871660","https://openalex.org/W2965893267","https://openalex.org/W2998413452","https://openalex.org/W3010596753","https://openalex.org/W4231109964","https://openalex.org/W6600981286","https://openalex.org/W6640953233","https://openalex.org/W6659849045","https://openalex.org/W6757242954"],"related_works":["https://openalex.org/W2155303501","https://openalex.org/W2802293874","https://openalex.org/W4312661457","https://openalex.org/W2546264901","https://openalex.org/W3199384537","https://openalex.org/W4389401994","https://openalex.org/W2070120713","https://openalex.org/W2027195887","https://openalex.org/W2626708658","https://openalex.org/W4380483515"],"abstract_inverted_index":{"Exploring":[0],"data":[1,98],"connection":[2],"information":[3],"from":[4],"vehicle-to-vehicle":[5,114],"(V2V)":[6,115],"and":[7,33,101,135],"vehicle-to-infrastructure":[8,117],"(V2I)":[9,118],"communications":[10,119],"using":[11,129],"advanced":[12],"machine":[13,47],"learning":[14],"approaches,":[15],"an":[16,42,64],"intelligent":[17],"transportation":[18],"system":[19,111,127,141],"(ITS)":[20],"can":[21,93],"provide":[22,63],"better":[23],"safety":[24,66,75,122],"services":[25],"to":[26,45,53,62,81,87,120],"mitigate":[27],"the":[28,73,96,107,126],"risk":[29],"of":[30],"road":[31],"accidents":[32],"improve":[34],"traffic":[35,74],"efficiency.":[36],"In":[37],"this":[38],"work,":[39],"we":[40],"propose":[41],"end-edge-cloud":[43],"architecture":[44],"deploy":[46],"learning-driven":[48],"approaches":[49],"at":[50],"network":[51,97],"edges":[52],"predict":[54],"vehicles'":[55],"future":[56],"trajectories,":[57],"which":[58,92],"is":[59],"further":[60],"utilized":[61],"effective":[65],"message":[67,76],"dissemination":[68],"scheme.":[69],"With":[70],"our":[71,110,140],"approach,":[72],"will":[77],"only":[78],"be":[79],"disseminated":[80],"relevant":[82],"vehicles":[83],"that":[84,139],"are":[85],"predicted":[86,148],"pass":[88],"by":[89,128],"accident":[90],"areas,":[91],"significantly":[94],"reduce":[95],"transmission":[99],"overhead":[100],"avoid":[102],"unnecessary":[103],"interference.":[104],"Depending":[105],"on":[106],"vehicle":[108,149],"connectivity,":[109],"adaptively":[112],"chooses":[113],"or":[116],"disseminate":[121],"messages.":[123],"We":[124],"evaluate":[125],"a":[130],"real-world":[131],"VANET":[132],"mobility":[133],"dataset,":[134],"experimental":[136],"results":[137],"show":[138],"outperforms":[142],"other":[143],"mechanisms":[144],"without":[145],"considering":[146],"any":[147],"trajectory":[150],"density":[151],"information.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}