{"id":"https://openalex.org/W4385062361","doi":"https://doi.org/10.1109/access.2023.3297215","title":"Deep Learning-Based Path Loss Prediction for Fifth-Generation New Radio Vehicle Communications","display_name":"Deep Learning-Based Path Loss Prediction for Fifth-Generation New Radio Vehicle Communications","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385062361","doi":"https://doi.org/10.1109/access.2023.3297215"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3297215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3297215","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10188816.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10188816.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005457570","display_name":"Sangmo Sung","orcid":"https://orcid.org/0009-0004-7320-2188"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangmo Sung","raw_affiliation_strings":["Department of Electronic Engineering, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0009-0004-7320-2188","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042070244","display_name":"Wonseo Choi","orcid":"https://orcid.org/0009-0002-9329-0782"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonseo Choi","raw_affiliation_strings":["Department of Electronic Engineering, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0009-0002-9329-0782","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069501250","display_name":"Hokeun Kim","orcid":"https://orcid.org/0000-0003-1450-5248"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hokeun Kim","raw_affiliation_strings":["Department of Electronic Engineering, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-1450-5248","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081367261","display_name":"Jae-il Jung","orcid":"https://orcid.org/0009-0002-2158-9013"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Il Jung","raw_affiliation_strings":["Department of Electronic Engineering, Hanyang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0009-0002-2158-9013","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hanyang University, Seoul, South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4543,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89444837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"75295","last_page":"75310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9994000196456909,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9994000196456909,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9944999814033508,"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":0.7010458707809448},{"id":"https://openalex.org/keywords/path-loss","display_name":"Path loss","score":0.5660688877105713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4949435591697693},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.423183798789978},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30535656213760376},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.19142183661460876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010458707809448},{"id":"https://openalex.org/C194273485","wikidata":"https://www.wikidata.org/wiki/Q1478845","display_name":"Path loss","level":3,"score":0.5660688877105713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4949435591697693},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.423183798789978},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30535656213760376},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.19142183661460876}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3297215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3297215","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10188816.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:706b5ca1f8544a9d8e8ac052f67208a2","is_oa":true,"landing_page_url":"https://doaj.org/article/706b5ca1f8544a9d8e8ac052f67208a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 75295-75310 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3297215","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3297215","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10188816.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4699999988079071,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G2320816490","display_name":null,"funder_award_id":"1415178807","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G4741087583","display_name":null,"funder_award_id":"NRF-2022R1F1A1065201","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385062361.pdf","grobid_xml":"https://content.openalex.org/works/W4385062361.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1520811730","https://openalex.org/W1977072806","https://openalex.org/W2028796315","https://openalex.org/W2054405892","https://openalex.org/W2090190731","https://openalex.org/W2093540532","https://openalex.org/W2096032932","https://openalex.org/W2099878889","https://openalex.org/W2106007607","https://openalex.org/W2108390124","https://openalex.org/W2119281476","https://openalex.org/W2121440001","https://openalex.org/W2125595978","https://openalex.org/W2126192588","https://openalex.org/W2132123672","https://openalex.org/W2137111046","https://openalex.org/W2145964855","https://openalex.org/W2150614634","https://openalex.org/W2278100026","https://openalex.org/W2531011469","https://openalex.org/W2599033778","https://openalex.org/W2613625031","https://openalex.org/W2758233612","https://openalex.org/W2783262758","https://openalex.org/W2787362739","https://openalex.org/W2797520741","https://openalex.org/W2798806831","https://openalex.org/W2807133510","https://openalex.org/W2900907022","https://openalex.org/W2901103904","https://openalex.org/W2902466218","https://openalex.org/W2909778504","https://openalex.org/W2923334261","https://openalex.org/W2942231644","https://openalex.org/W2954488934","https://openalex.org/W2969965975","https://openalex.org/W2976765088","https://openalex.org/W2979404272","https://openalex.org/W2982504547","https://openalex.org/W2982652281","https://openalex.org/W2988991102","https://openalex.org/W2996570101","https://openalex.org/W3010349995","https://openalex.org/W3015635818","https://openalex.org/W3022917440","https://openalex.org/W3034140633","https://openalex.org/W3036322372","https://openalex.org/W3094656625","https://openalex.org/W3105971555","https://openalex.org/W3106302305","https://openalex.org/W3129088245","https://openalex.org/W3129858254","https://openalex.org/W3154017082","https://openalex.org/W3160554663","https://openalex.org/W3192604765","https://openalex.org/W4206648813","https://openalex.org/W6765584304","https://openalex.org/W6789997183"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Fifth-generation":[0],"(5G)":[1],"technology":[2],"is":[3,74],"rapidly":[4],"spreading":[5],"to":[6,21,39,58,77,168],"vehicle-to-vehicle":[7],"(V2V)":[8],"communication,":[9],"which":[10],"requires":[11],"high":[12,14],"reliability,":[13],"data":[15,100,164],"transmission":[16],"rate,":[17],"and":[18,141,162],"low":[19],"latency":[20],"meet":[22],"service":[23],"requirements":[24],"through":[25],"a":[26,42,130,158],"new":[27],"frequency":[28],"band":[29,66],"called":[30],"millimeter":[31],"wave":[32],"(mmWave).":[33],"However,":[34,72],"mmWave":[35,65],"bands":[36],"are":[37,56,118],"difficult":[38],"utilize":[40],"in":[41,63,83,144],"dynamically":[43],"changing":[44],"vehicle":[45],"environment":[46,161],"because":[47,86],"of":[48],"the":[49,60,64,80,87,93,121,151],"propagation":[50],"attenuation":[51],"against":[52],"obstacles.":[53,71],"Various":[54],"studies":[55],"underway":[57],"predict":[59,79],"path":[61,81,94,133,183],"loss":[62,82,95,134],"on":[67,98,108,139],"roads":[68,140],"with":[69],"many":[70],"it":[73],"still":[75],"challenging":[76],"accurately":[78],"various":[84,115,152],"environments":[85,153],"existing":[88,122],"prediction":[89,135],"models":[90],"either":[91],"generalize":[92],"solely":[96],"based":[97],"measurement":[99],"or":[101],"only":[102],"use":[103],"specific":[104],"parameters.":[105],"Recently,":[106],"investigations":[107],"artificial":[109],"intelligence":[110],"have":[111],"been":[112],"conducted":[113],"using":[114,147],"techniques":[116],"that":[117,136,165],"different":[119],"from":[120],"heuristic":[123],"methods.":[124],"Following":[125],"this":[126],"trend,":[127],"we":[128,156,166],"propose":[129],"deep":[131,171,176],"learning-based":[132,177],"considers":[137],"obstacles":[138],"weather":[142],"conditions":[143],"V2V":[145],"communication":[146],"mmWave.":[148],"To":[149],"consider":[150],"affecting":[154],"measurement,":[155],"constructed":[157],"realistic":[159],"simulation":[160],"collected":[163],"used":[167],"train":[169],"our":[170],"learning":[172],"models.":[173],"Our":[174],"proposed":[175],"approach":[178],"achieves":[179],"accurate":[180],"predictions":[181],"for":[182],"loss.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
