{"id":"https://openalex.org/W3132424278","doi":"https://doi.org/10.1109/vtc2020-fall49728.2020.9348859","title":"LSTM-Based Communication Scheduling Mechanism for Energy Harvesting RSUs in IoVs","display_name":"LSTM-Based Communication Scheduling Mechanism for Energy Harvesting RSUs in IoVs","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3132424278","doi":"https://doi.org/10.1109/vtc2020-fall49728.2020.9348859","mag":"3132424278"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2020-fall49728.2020.9348859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2020-fall49728.2020.9348859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall)","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/A5100407038","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-7545-0044"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017588452","display_name":"Jitong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jitong Li","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016795349","display_name":"Xiaoman Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoman Cheng","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009109404","display_name":"Yunhua He","orcid":"https://orcid.org/0000-0001-8971-3936"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhua He","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061643975","display_name":"Limin Sun","orcid":"https://orcid.org/0000-0003-2745-7521"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Sun","raw_affiliation_strings":["The Institute of Information Engineering, Chinese Academy of Science, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of Information Engineering, Chinese Academy of Science, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014818716","display_name":"Ke Xiao","orcid":"https://orcid.org/0000-0002-8654-1339"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xiao","raw_affiliation_strings":["School of Information Science and Technology, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]}],"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":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9995999932289124,"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":0.9995999932289124,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991000294685364,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8578644394874573},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6804319024085999},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.491773396730423},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44764965772628784},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43422067165374756},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41288867592811584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27868735790252686},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1687452495098114},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14156463742256165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8578644394874573},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6804319024085999},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.491773396730423},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44764965772628784},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43422067165374756},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41288867592811584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27868735790252686},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1687452495098114},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14156463742256165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2020-fall49728.2020.9348859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2020-fall49728.2020.9348859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1672417386","https://openalex.org/W1997369280","https://openalex.org/W2048883805","https://openalex.org/W2134884173","https://openalex.org/W2540923637","https://openalex.org/W2597721281","https://openalex.org/W2792483365","https://openalex.org/W3000468132","https://openalex.org/W3030334580","https://openalex.org/W6778190747"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W2065457896","https://openalex.org/W4298130764","https://openalex.org/W3173234801","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W2083665254","https://openalex.org/W2393232088"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,41],"powered":[2],"road":[3],"side":[4],"units(RSUs)":[5],"in":[6,98],"Internet":[7],"of":[8,30,66,105],"Vehicles(IoVs)":[9],"are":[10],"a":[11,116,138],"desirable":[12],"green":[13],"alternative":[14],"choice":[15],"compared":[16],"to":[17,74],"the":[18,27,35,40,53,64,83,129,142],"traditional":[19],"electric":[20],"grid,":[21],"because":[22],"it":[23],"not":[24],"only":[25],"extends":[26],"service":[28],"range":[29],"IoVs":[31],"but":[32],"also":[33],"saves":[34],"cost":[36],"on":[37,42,57,63,82,87],"energy.":[38],"However,":[39],"RSUs":[43,58,97],"is":[44,69,103],"limited":[45],"and":[46,89,115,128],"usually":[47],"influenced":[48],"by":[49],"communication":[50,54,84,93],"policies.":[51],"Therefore,":[52],"scheduling":[55,85,94,101,119,144],"policy":[56],"plays":[59],"an":[60,71,91,125],"important":[61],"role":[62],"persistence":[65],"network,":[67],"which":[68],"still":[70],"open":[72],"topic":[73],"be":[75],"solved.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,123],"focus":[81],"problem":[86],"RSUs,":[88],"propose":[90],"LSTM-based":[92,112],"algorithm":[95,102,135],"for":[96],"IoVs.":[99],"The":[100],"composed":[104],"three":[106],"parts":[107],"-":[108],"deep":[109],"learning":[110],"clustering,":[111],"traffic":[113],"prediction,":[114],"vehicle":[117],"access":[118],"algorithm.":[120],"At":[121],"last,":[122],"conduct":[124],"extensive":[126],"simulation,":[127],"simulation":[130],"results":[131],"indicate":[132],"that":[133],"our":[134],"can":[136],"achieve":[137],"better":[139],"performance":[140],"than":[141],"no":[143],"mechanism.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
