{"id":"https://openalex.org/W3015969592","doi":"https://doi.org/10.1109/vnc48660.2019.9062792","title":"NeuroWav: Toward Real-Time Waveform Design for VANETs using Neural Networks","display_name":"NeuroWav: Toward Real-Time Waveform Design for VANETs using Neural Networks","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3015969592","doi":"https://doi.org/10.1109/vnc48660.2019.9062792","mag":"3015969592"},"language":"en","primary_location":{"id":"doi:10.1109/vnc48660.2019.9062792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vnc48660.2019.9062792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Vehicular Networking Conference (VNC)","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/A5009145336","display_name":"Jayson Boubin","orcid":"https://orcid.org/0000-0002-4296-9624"},"institutions":[{"id":"https://openalex.org/I4210155082","display_name":"KeyW (United States)","ror":"https://ror.org/048maeh80","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155082"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayson Boubin","raw_affiliation_strings":["The Ohio State University, KeyW Corporation, Columbus/Dayton, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University, KeyW Corporation, Columbus/Dayton, USA","institution_ids":["https://openalex.org/I4210155082","https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090993769","display_name":"Aaron M. Jones","orcid":"https://orcid.org/0009-0004-0250-8032"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron M. Jones","raw_affiliation_strings":["Air Force Research Laboratory, United States Air Force, WPAFB, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, United States Air Force, WPAFB, USA","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I2799950915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072710973","display_name":"Trevor Bihl","orcid":"https://orcid.org/0000-0003-2431-2749"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trevor Bihl","raw_affiliation_strings":["Air Force Research Laboratory, United States Air Force, WPAFB, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, United States Air Force, WPAFB, USA","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I2799950915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.593,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83874978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"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":1.0,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9994000196456909,"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/waveform","display_name":"Waveform","score":0.802727460861206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7408256530761719},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5965428352355957},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5037881731987},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46366527676582336},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.44464296102523804},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3970026969909668},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.361314594745636},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3373536169528961},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2804006338119507},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.251162588596344},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24882087111473083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1907469630241394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1551913321018219}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.802727460861206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7408256530761719},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5965428352355957},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5037881731987},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46366527676582336},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.44464296102523804},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3970026969909668},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.361314594745636},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3373536169528961},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2804006338119507},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.251162588596344},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24882087111473083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1907469630241394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1551913321018219},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vnc48660.2019.9062792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vnc48660.2019.9062792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Vehicular Networking Conference (VNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2007593159","https://openalex.org/W2022068744","https://openalex.org/W2041187894","https://openalex.org/W2096789985","https://openalex.org/W2114140395","https://openalex.org/W2137632745","https://openalex.org/W2144402066","https://openalex.org/W2153340142","https://openalex.org/W2162201103","https://openalex.org/W2165039866","https://openalex.org/W2168452204","https://openalex.org/W2440049514","https://openalex.org/W2803401894","https://openalex.org/W2912562119","https://openalex.org/W2963037989","https://openalex.org/W2973181736","https://openalex.org/W2974775662","https://openalex.org/W2988560167","https://openalex.org/W3144358327","https://openalex.org/W4256366408","https://openalex.org/W4285719527","https://openalex.org/W6620707391"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2079332504","https://openalex.org/W2061231656","https://openalex.org/W2386387936","https://openalex.org/W2771454953","https://openalex.org/W4231650586","https://openalex.org/W3046762796","https://openalex.org/W2359749074","https://openalex.org/W334517795","https://openalex.org/W3211173706"],"abstract_inverted_index":{"Vehicular":[0],"Ad-Hoc":[1],"networks":[2],"depend":[3],"on":[4,82],"clear":[5],"communication":[6],"between":[7],"vehicles":[8],"using":[9,21],"radio":[10],"frequency":[11],"in":[12,73],"order":[13],"to":[14,43,50,54,58,70,89,92],"operate":[15],"effectively.":[16],"Interference":[17],"from":[18],"existing":[19],"technologies":[20],"the":[22,34,46,94,112,136],"RF":[23],"spectrum,":[24],"e.g.":[25],"IoT":[26],"devices,":[27],"UAV,":[28],"mobile":[29],"systems,":[30],"calls":[31],"into":[32],"question":[33],"feasibility":[35],"of":[36,96],"future":[37],"VANET":[38],"systems":[39],"without":[40],"an":[41],"ability":[42],"cut":[44],"through":[45],"noise.":[47],"One":[48],"approach":[49,88],"overcome":[51],"interference":[52,97],"is":[53,102],"use":[55],"waveform":[56,90,115,127],"design":[57,91,116,128],"provide":[59],"this":[60,76],"capability.":[61],"Regrettably,":[62],"most":[63],"traditional":[64],"algorithms":[65],"are":[66,132],"too":[67],"computationally":[68],"complex":[69],"perform":[71],"efficiently":[72],"real-time.":[74],"In":[75],"paper,":[77],"we":[78],"present":[79],"early":[80],"work":[81],"NeuroWav:":[83],"a":[84,124],"neural":[85],"network":[86],"based":[87],"combat":[93],"effects":[95],"at":[98],"low":[99,103],"latency.":[100],"NeuroWav":[101],"size,":[104],"weight,":[105],"and":[106,118],"power,":[107],"executes":[108],"10X":[109],"faster":[110],"than":[111],"fastest":[113],"extant":[114],"algorithms,":[117],"provides":[119],"performance":[120],"results":[121,131],"comparable":[122],"with":[123],"high":[125],"fidelity":[126],"algorithm.":[129],"Simulation":[130],"provided":[133],"that":[134],"corroborate":[135],"theoretical":[137],"expectations.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}