{"id":"https://openalex.org/W4200330705","doi":"https://doi.org/10.1109/vtc2021-fall52928.2021.9625436","title":"Deep Learning for Adaptive Modulation and Coding with Payload Length in Vehicle-to-Vehicle Communications Systems","display_name":"Deep Learning for Adaptive Modulation and Coding with Payload Length in Vehicle-to-Vehicle Communications Systems","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W4200330705","doi":"https://doi.org/10.1109/vtc2021-fall52928.2021.9625436"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2021-fall52928.2021.9625436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2021-fall52928.2021.9625436","pdf_url":null,"source":{"id":"https://openalex.org/S4363607774","display_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-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/A5100732187","display_name":"Yuxin Ji","orcid":"https://orcid.org/0000-0001-8660-4929"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Ji","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guohua Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Zhang","raw_affiliation_strings":["BOCO Inter-Telecom Co. Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BOCO Inter-Telecom Co. Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210136246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008483730","display_name":"Jiawei Huang","orcid":"https://orcid.org/0000-0002-7578-4490"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Huang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075400606","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-5318-4670"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087599025","display_name":"Hikmet Sari","orcid":"https://orcid.org/0000-0001-8114-6164"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hikmet Sari","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.996999979019165,"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/T12079","display_name":"IoT Networks and Protocols","score":0.994700014591217,"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":0.8114694356918335},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.701050877571106},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6721623539924622},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6720494627952576},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.6634441018104553},{"id":"https://openalex.org/keywords/convolutional-code","display_name":"Convolutional code","score":0.6550289988517761},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6370885372161865},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5947498679161072},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5232431292533875},{"id":"https://openalex.org/keywords/adaptive-coding","display_name":"Adaptive coding","score":0.4993436336517334},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.49169284105300903},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.490911066532135},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.48076245188713074},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.43129926919937134},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4197452664375305},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32157212495803833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29253944754600525},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.29198357462882996},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27118781208992004},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2618967294692993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1835504174232483},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1710871160030365},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.11420851945877075},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11246395111083984},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.10754832625389099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8114694356918335},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.701050877571106},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6721623539924622},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6720494627952576},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.6634441018104553},{"id":"https://openalex.org/C157899210","wikidata":"https://www.wikidata.org/wiki/Q1395022","display_name":"Convolutional code","level":3,"score":0.6550289988517761},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6370885372161865},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5947498679161072},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5232431292533875},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.4993436336517334},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.49169284105300903},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.490911066532135},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.48076245188713074},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43129926919937134},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4197452664375305},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32157212495803833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29253944754600525},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.29198357462882996},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27118781208992004},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2618967294692993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1835504174232483},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1710871160030365},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.11420851945877075},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11246395111083984},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.10754832625389099},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/vtc2021-fall52928.2021.9625436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2021-fall52928.2021.9625436","pdf_url":null,"source":{"id":"https://openalex.org/S4363607774","display_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1980469326","https://openalex.org/W1990332008","https://openalex.org/W2064076416","https://openalex.org/W2068243911","https://openalex.org/W2144689699","https://openalex.org/W2158402170","https://openalex.org/W2331183460","https://openalex.org/W2916238263","https://openalex.org/W2918241018","https://openalex.org/W2998872171","https://openalex.org/W3003174479","https://openalex.org/W3006541201","https://openalex.org/W3049287738","https://openalex.org/W3169313989","https://openalex.org/W6683211158"],"related_works":["https://openalex.org/W3013623287","https://openalex.org/W1965191937","https://openalex.org/W40002120","https://openalex.org/W2734636668","https://openalex.org/W2018111243","https://openalex.org/W2106520925","https://openalex.org/W2009598841","https://openalex.org/W652406221","https://openalex.org/W2357951011","https://openalex.org/W4253532490"],"abstract_inverted_index":{"Adaptive":[0],"modulation":[1,83],"and":[2,43,70],"coding":[3],"(AMC)":[4],"technique":[5],"plays":[6],"an":[7],"important":[8],"role":[9],"in":[10,79,101],"vehicle-to-vehicle":[11],"(V2V)":[12],"systems.":[13],"It":[14],"enables":[15],"smart":[16],"vehicles":[17],"to":[18,85],"keep":[19],"a":[20,26,56,112],"good":[21],"quality":[22,88],"of":[23,46,68,82,89,103],"communication":[24],"for":[25,35],"better":[27,100],"driving":[28],"experience.":[29],"However,":[30],"the":[31,44,75,80,87],"existing":[32],"AMC":[33,62],"methods":[34],"V2V":[36,90],"system":[37],"did":[38],"not":[39],"consider":[40],"multiple":[41],"scenarios":[42],"amount":[45],"calculation":[47],"is":[48],"relatively":[49],"large.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"simple":[57],"convolutional":[58],"neural":[59],"networks":[60],"(CNN)-based":[61],"method":[63,98],"which":[64],"can":[65],"extract":[66],"features":[67],"channel":[69],"noise":[71],"estimation":[72],"from":[73],"receiver,":[74],"transmitter":[76],"will":[77],"adjust":[78],"light":[81],"strategy":[84],"ensure":[86],"communication.":[91],"Simulation":[92],"results":[93],"reveal":[94],"that":[95],"our":[96],"proposed":[97],"performs":[99],"terms":[102],"packet":[104],"error":[105],"rate":[106],"(PER),":[107],"throughput,":[108],"classification":[109],"accuracy":[110],"with":[111],"lower":[113],"prediction":[114],"time.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}