{"id":"https://openalex.org/W4410028016","doi":"https://doi.org/10.23919/transcom.2025ebp3010","title":"DRL-Based Task Offloading and Resource Allocation Strategy for Secure V2X Networking","display_name":"DRL-Based Task Offloading and Resource Allocation Strategy for Secure V2X Networking","publication_year":2025,"publication_date":"2025-05-02","ids":{"openalex":"https://openalex.org/W4410028016","doi":"https://doi.org/10.23919/transcom.2025ebp3010"},"language":"en","primary_location":{"id":"doi:10.23919/transcom.2025ebp3010","is_oa":false,"landing_page_url":"https://doi.org/10.23919/transcom.2025ebp3010","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","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/A5113018132","display_name":"Jiahui Mao","orcid":"https://orcid.org/0009-0005-6402-2641"},"institutions":[{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahui Mao","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China; University of Chinese Academy of Sciences, Beijing, 101408, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China; University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210147322","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113401166","display_name":"Wensong Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensong Liao","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China; University of Chinese Academy of Sciences, Beijing, 101408, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China; University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210147322","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114339803","display_name":"Chong Tan","orcid":"https://orcid.org/0009-0002-9606-0456"},"institutions":[{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Tan","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China","institution_ids":["https://openalex.org/I4210147322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101539258","display_name":"Hong Liu","orcid":"https://orcid.org/0000-0003-2387-0044"},"institutions":[{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Liu","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China","institution_ids":["https://openalex.org/I4210147322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102233929","display_name":"Min Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zheng","raw_affiliation_strings":["Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences,Shanghai,China,200050","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, China","institution_ids":["https://openalex.org/I4210147322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113018132"],"corresponding_institution_ids":["https://openalex.org/I4210147322","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":3.1149,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91351367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"E108-B","issue":"10","first_page":"1190","last_page":"1201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9779000282287598,"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"}},"topics":[{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9779000282287598,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9668999910354614,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9456999897956848,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9339050054550171},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6215043067932129},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5848300457000732},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5508432984352112},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40978074073791504},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36178743839263916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9339050054550171},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6215043067932129},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5848300457000732},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5508432984352112},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40978074073791504},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36178743839263916},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/transcom.2025ebp3010","is_oa":false,"landing_page_url":"https://doi.org/10.23919/transcom.2025ebp3010","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2030132186","https://openalex.org/W2043769961","https://openalex.org/W2125884950","https://openalex.org/W2565158077","https://openalex.org/W2963060851","https://openalex.org/W2963117265","https://openalex.org/W2964054168","https://openalex.org/W2964098968","https://openalex.org/W2998898452","https://openalex.org/W3036724888","https://openalex.org/W3041338865","https://openalex.org/W3044269124","https://openalex.org/W3103244252","https://openalex.org/W3105504538","https://openalex.org/W3129884358","https://openalex.org/W3134186844","https://openalex.org/W3188282212","https://openalex.org/W3189657012","https://openalex.org/W3203929038","https://openalex.org/W4210476941","https://openalex.org/W4293203827","https://openalex.org/W4300989817","https://openalex.org/W4312299095","https://openalex.org/W4312354825","https://openalex.org/W4376480533","https://openalex.org/W4379622780","https://openalex.org/W4393371881","https://openalex.org/W4404849340"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365"],"abstract_inverted_index":{"Vehicle-to-Everything":[0],"(V2X)":[1],"networking":[2],"is":[3,116],"poised":[4],"to":[5,53,74,92,122],"further":[6],"integrate":[7],"vehicular":[8],"communication":[9],"with":[10],"Mobile":[11],"Edge":[12],"Computing":[13],"(MEC)":[14],"technologies,":[15],"enhancing":[16],"autonomous":[17],"vehicle":[18,31],"driving":[19],"and":[20,30,56,67,98,150],"intelligent":[21],"applications.":[22],"However,":[23],"the":[24,44,62,76,94,104,119,137,179,184],"rapid":[25],"growth":[26],"in":[27,35,40,70],"computational":[28,77,185],"demands":[29],"mobility":[32],"often":[33],"results":[34,176],"inefficient":[36],"task":[37,65,96,188],"processing,":[38],"particularly":[39],"resource-constrained":[41],"environments.":[42],"Additionally,":[43],"broadcasting":[45],"nature":[46],"of":[47,64,79,187],"wireless":[48],"channels":[49],"poses":[50],"significant":[51],"risks":[52],"user":[54],"privacy":[55],"network":[57,121,135],"confidentiality.":[58],"This":[59],"paper":[60],"addresses":[61],"challenges":[63],"offloading":[66,97,124,138],"resource":[68,99],"allocation":[69,100,143,153,165],"secure":[71,192],"V2X":[72],"networking,":[73],"improve":[75],"efficiency":[78,186],"tasks.":[80],"To":[81],"achieve":[82],"this,":[83],"we":[84],"propose":[85],"a":[86,111,141,147,151,168],"Deep":[87],"Reinforcement":[88],"Learning":[89],"(DRL)-based":[90],"algorithm":[91,149],"obtain":[93],"optimal":[95],"strategy":[101,144,154,166],"by":[102],"employing":[103],"Actor-Critic":[105],"(AC)":[106],"framework.":[107],"In":[108],"this":[109],"algorithm,":[110],"Convolutional":[112],"Neural":[113],"Network":[114],"(CNN)":[115],"employed":[117],"as":[118],"actor":[120],"output":[123],"decisions,":[125],"efficiently":[126],"extracting":[127],"features":[128],"from":[129,156],"high-dimensional":[130],"state":[131],"spaces.":[132],"The":[133,162],"critic":[134],"evaluates":[136],"decisions":[139],"using":[140],"subcarrier":[142,172],"based":[145],"on":[146],"greedy":[148],"power":[152,164],"derived":[155],"an":[157],"improved":[158],"water-filling":[159],"(IWF)":[160],"algorithm.":[161],"proposed":[163,180],"offers":[167],"closed-form":[169],"solution":[170],"for":[171],"transmit":[173],"power.":[174],"Simulation":[175],"demonstrate":[177],"that":[178],"approach":[181],"significantly":[182],"enhances":[183],"processing":[189],"while":[190],"ensuring":[191],"communication.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
