{"id":"https://openalex.org/W4413120628","doi":"https://doi.org/10.1109/tccn.2025.3596939","title":"Learning Value of Information Towards Joint Communication and Control in 6G V2X","display_name":"Learning Value of Information Towards Joint Communication and Control in 6G V2X","publication_year":2025,"publication_date":"2025-08-08","ids":{"openalex":"https://openalex.org/W4413120628","doi":"https://doi.org/10.1109/tccn.2025.3596939"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3596939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3596939","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5100381361","display_name":"Lei Lei","orcid":"https://orcid.org/0000-0002-7828-0415"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lei Lei","raw_affiliation_strings":["College of Engineering, University of Guelph, Guelph, ON, Canada","College of Engineering, University of Guelph, Guelph, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7828-0415","affiliations":[{"raw_affiliation_string":"College of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"College of Engineering, University of Guelph, Guelph, Ontario, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412656","display_name":"Kan Zheng","orcid":"https://orcid.org/0000-0002-8531-6762"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kan Zheng","raw_affiliation_strings":["College of Electrical Engineering and Computer Sciences, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-8531-6762","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Computer Sciences, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4140-287X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9602,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86724568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"2064","last_page":"2084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9754999876022339,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9754999876022339,"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":0.9656999707221985,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9581999778747559,"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":0.7643749713897705},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5837948322296143},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5121986269950867},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5085676908493042},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.4573599100112915},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38780784606933594},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29626917839050293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2705261707305908},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1576017141342163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7643749713897705},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5837948322296143},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5121986269950867},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5085676908493042},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.4573599100112915},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38780784606933594},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29626917839050293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2705261707305908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1576017141342163},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2025.3596939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3596939","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1015434911","https://openalex.org/W2001863269","https://openalex.org/W2145339207","https://openalex.org/W2739024611","https://openalex.org/W2942226559","https://openalex.org/W2982575314","https://openalex.org/W3013654797","https://openalex.org/W3017275226","https://openalex.org/W3032904648","https://openalex.org/W3035788210","https://openalex.org/W3127561923","https://openalex.org/W3137257456","https://openalex.org/W3175837747","https://openalex.org/W4205683915","https://openalex.org/W4213251304","https://openalex.org/W4221145424","https://openalex.org/W4225669774","https://openalex.org/W4283016194","https://openalex.org/W4285227776","https://openalex.org/W4295308454","https://openalex.org/W4387682238","https://openalex.org/W4389879586","https://openalex.org/W4390422128","https://openalex.org/W4390422261","https://openalex.org/W4390638728","https://openalex.org/W4390906178","https://openalex.org/W4394586111","https://openalex.org/W4394939034","https://openalex.org/W4396712562","https://openalex.org/W4402592483","https://openalex.org/W4405778577","https://openalex.org/W4408100554"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W2367747139","https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4391102217","https://openalex.org/W4252076617","https://openalex.org/W1991205173"],"abstract_inverted_index":{"As":[0],"Cellular":[1],"Vehicle-to-Everything":[2],"(C-V2X)":[3],"evolves":[4],"towards":[5],"future":[6],"sixth-generation":[7],"(6G)":[8],"networks,":[9],"Connected":[10],"Autonomous":[11],"Vehicles":[12],"(CAVs)":[13],"are":[14,51,196],"emerging":[15],"to":[16,33,78,175,188,215,224],"become":[17],"a":[18,62,106,115,141,172,210,237],"key":[19,116],"application.":[20],"Leveraging":[21],"data-driven":[22],"Machine":[23],"Learning":[24,29,151],"(ML),":[25],"especially":[26],"Deep":[27],"Reinforcement":[28,150],"(DRL),":[30],"is":[31,105],"expected":[32],"significantly":[34],"enhance":[35,127],"CAV":[36],"decision-making":[37,49,128],"in":[38,86,147,236],"both":[39],"vehicle":[40],"control":[41,213,232,242],"and":[42,80,99,153,163,186,233],"V2X":[43],"communication":[44,88,234],"under":[45],"uncertainty.":[46],"These":[47],"two":[48],"processes":[50],"closely":[52],"intertwined,":[53],"with":[54,198],"the":[55,96,102,121,148,177,183,217,226],"value":[56],"of":[57,109,123,161,229,240],"information":[58,124],"(VoI)":[59],"acting":[60],"as":[61,132],"crucial":[63],"bridge":[64],"between":[65],"them.":[66],"In":[67],"this":[68,192],"paper,":[69],"we":[70,93,139,170,208],"introduce":[71],"Sequential":[72],"Stochastic":[73],"Decision":[74],"Process":[75],"(SSDP)":[76],"models":[77,195],"define":[79,95,158],"assess":[81],"VoI,":[82],"demonstrating":[83],"their":[84,165],"application":[85],"optimizing":[87,182],"systems":[89],"for":[90,181],"CAVs.":[91],"Specifically,":[92],"formally":[94],"SSDP":[97,112,194],"model":[98,104,113],"demonstrate":[100],"that":[101,125],"MDP":[103],"special":[107],"case":[108],"it.":[110],"The":[111],"offers":[114],"advantage":[117],"by":[118],"explicitly":[119],"representing":[120],"set":[122],"can":[126],"when":[129],"available.":[130],"Furthermore,":[131],"current":[133],"research":[134],"on":[135],"VoI":[136,143,162,179],"remains":[137],"fragmented,":[138],"propose":[140],"systematic":[142],"modeling":[144],"framework":[145],"grounded":[146],"MDP,":[149],"(RL)":[152],"Optimal":[154],"Control":[155],"theories.":[156],"We":[157],"different":[159],"categories":[160],"discuss":[164],"corresponding":[166],"estimation":[167],"methods.":[168],"Finally,":[169],"present":[171],"structured":[173],"approach":[174],"leverage":[176],"various":[178],"metrics":[180],"\u201cWhen\"\u201c,":[184],"What\",":[185],"\u201cHow\"":[187],"communicate":[189],"problems.":[190],"For":[191],"purpose,":[193],"formulated":[197],"VoI-associated":[199],"reward":[200],"functions":[201],"derived":[202],"from":[203],"VoI-based":[204],"optimization":[205,228],"objectives.":[206],"While":[207],"use":[209],"simple":[211],"vehicle-following":[212],"problem":[214],"illustrate":[216],"proposed":[218],"methodology,":[219],"it":[220],"holds":[221],"significant":[222],"potential":[223],"facilitate":[225],"joint":[227],"stochastic,":[230],"sequential":[231],"decisions":[235],"wide":[238],"range":[239],"networked":[241],"systems.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
