{"id":"https://openalex.org/W7141565621","doi":"https://doi.org/10.48550/arxiv.2603.24971","title":"Quantum Inspired Vehicular Network Optimization for Intelligent Decision Making in Smart Cities","display_name":"Quantum Inspired Vehicular Network Optimization for Intelligent Decision Making in Smart Cities","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7141565621","doi":"https://doi.org/10.48550/arxiv.2603.24971"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.24971","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.24971","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.24971","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059731290","display_name":"Kamran Ahmad Awan","orcid":"https://orcid.org/0000-0002-0038-3772"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Awan, Kamran Ahmad","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909937","display_name":"Sonia Khan","orcid":"https://orcid.org/0000-0002-2537-8590"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khan, Sonia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019747299","display_name":"Eman Abdullah Aldakheel","orcid":"https://orcid.org/0000-0002-4035-7763"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aldakheel, Eman Abdullah","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130746943","display_name":"Saif Al-Kuwari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Al-Kuwari, Saif","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5130815845","display_name":"Ahmed Farouk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farouk, Ahmed","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059731290"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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":0.6963000297546387,"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":0.6963000297546387,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.07880000025033951,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.06340000033378601,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/latency","display_name":"Latency (audio)","score":0.7853999733924866},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7085999846458435},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6176999807357788},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5986999869346619},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.38929998874664307},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.3801000118255615},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.37869998812675476}],"concepts":[{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7853999733924866},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7085999846458435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970000267028809},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6176999807357788},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5986999869346619},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5418000221252441},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49630001187324524},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.38929998874664307},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.37869998812675476},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.3709000051021576},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.32690000534057617},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29089999198913574},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.24971","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.24971","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.24971","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.24971","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5277861952781677,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Connected":[0],"and":[1,10,19,29,45,71,90,104,123,177,206,214],"automated":[2],"vehicles":[3],"require":[4],"city-scale":[5],"coordination":[6],"under":[7,30,155,184],"strict":[8],"latency":[9,103,134,147],"reliability":[11,178],"constraints.":[12],"However,":[13],"many":[14],"existing":[15],"approaches":[16],"optimize":[17],"communication":[18,48],"mobility":[20,91],"separately,":[21],"which":[22],"can":[23],"degrade":[24],"performance":[25,196],"during":[26],"network":[27],"outages":[28,186],"compute":[31],"contention.":[32],"This":[33],"paper":[34],"presents":[35],"QIVNOM,":[36],"a":[37,60,82,116],"quantum-inspired":[38],"framework":[39,108],"that":[40,129],"jointly":[41],"optimizes":[42],"vehicle-to-vehicle":[43],"(V2V)":[44],"vehicle-to-infrastructure":[46],"(V2I)":[47],"together":[49],"with":[50,77,97,120,199,212],"urban":[51,118],"traffic":[52],"control":[53],"on":[54,102],"classical":[55],"edge--cloud":[56],"hardware,":[57],"without":[58],"requiring":[59],"quantum":[61],"processor.":[62],"QIVNOM":[63,130],"encodes":[64],"candidate":[65],"routing--signal":[66],"plans":[67],"as":[68],"probabilistic":[69],"superpositions":[70],"updates":[72],"them":[73],"using":[74],"sphere-projected":[75],"gradients":[76],"annealed":[78],"sampling":[79],"to":[80,135,151,164,204,209],"minimize":[81],"regularized":[83],"objective.":[84],"An":[85],"entanglement-style":[86],"regularizer":[87],"couples":[88],"networking":[89],"decisions,":[92],"while":[93,154],"Tchebycheff":[94],"multi-objective":[95],"scalarization":[96],"feasibility":[98],"projection":[99],"enforces":[100],"constraints":[101],"reliability.":[105],"The":[106],"proposed":[107],"is":[109],"evaluated":[110],"in":[111],"METR-LA--calibrated":[112],"SUMO--OMNeT++/Veins":[113],"simulations":[114],"over":[115],"$5\\times5$~km":[117],"map":[119],"IEEE":[121],"802.11p":[122],"5G":[124],"NR":[125],"sidelink.":[126],"Results":[127],"show":[128],"reduces":[131],"mean":[132],"end-to-end":[133],"57.3~ms,":[136],"approximately":[137],"$20\\%$":[138],"lower":[139],"than":[140],"the":[141,190,217],"best":[142],"baseline.":[143,191,218],"Under":[144],"incident":[145],"conditions,":[146],"decreases":[148,161],"from":[149,162],"79~ms":[150],"62~ms":[152],"($-21.5\\%$),":[153],"roadside":[156],"unit":[157],"(RSU)":[158],"outages,":[159],"it":[160],"86~ms":[163],"67~ms":[165],"($-22.1\\%$).":[166],"Packet":[167],"delivery":[168],"reaches":[169],"$96.7\\%$":[170,180],"(an":[171],"improvement":[172],"of":[173],"$+2.3$":[174],"percentage":[175],"points),":[176],"remains":[179],"overall,":[181],"including":[182],"$96.8\\%$":[183],"RSU":[185],"versus":[187],"$94.1\\%$":[188],"for":[189,216],"In":[192],"corridor-closure":[193],"scenarios,":[194],"travel":[195,201],"also":[197],"improves,":[198],"average":[200],"time":[202],"reduced":[203],"12.8~min":[205],"congestion":[207],"lowered":[208],"$33\\%$,":[210],"compared":[211],"14.5~min":[213],"$37\\%$":[215]},"counts_by_year":[],"updated_date":"2026-03-28T06:16:51.555046","created_date":"2026-03-28T00:00:00"}
