{"id":"https://openalex.org/W3113675868","doi":"https://doi.org/10.1109/ictc49870.2020.9289436","title":"Deep Learning for Channel Estimation and Tracking in Vehicular to Infrastructure Communications","display_name":"Deep Learning for Channel Estimation and Tracking in Vehicular to Infrastructure Communications","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3113675868","doi":"https://doi.org/10.1109/ictc49870.2020.9289436","mag":"3113675868"},"language":"en","primary_location":{"id":"doi:10.1109/ictc49870.2020.9289436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-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/A5101678495","display_name":"Huaping Liu","orcid":"https://orcid.org/0000-0001-7419-2947"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaping Liu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022455628","display_name":"Hyeonsung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeonsung Kim","raw_affiliation_strings":["Chonnam National University, Gwangju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045884042","display_name":"Sangmi Moon","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangmi Moon","raw_affiliation_strings":["Chonnam National University, Gwangju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008248718","display_name":"Intae Hwang","orcid":"https://orcid.org/0000-0001-7066-3326"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Intae Hwang","raw_affiliation_strings":["Chonnam National University, Gwangju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I111277659"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1041,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45974688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"777","last_page":"782"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","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/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9900000095367432,"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/T10069","display_name":"Antenna Design and Analysis","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.8021845817565918},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.799888014793396},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6952990293502808},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6279284954071045},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5296359062194824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526726484298706},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5218683481216431},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4181777834892273},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41429680585861206},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4123006761074066},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.33634746074676514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021845817565918},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.799888014793396},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6952990293502808},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6279284954071045},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5296359062194824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526726484298706},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5218683481216431},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4181777834892273},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41429680585861206},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4123006761074066},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.33634746074676514},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc49870.2020.9289436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1499798684","https://openalex.org/W1589901016","https://openalex.org/W2040621389","https://openalex.org/W2053521124","https://openalex.org/W2064675550","https://openalex.org/W2075148031","https://openalex.org/W2076063813","https://openalex.org/W2079735306","https://openalex.org/W2131774270","https://openalex.org/W2135517533","https://openalex.org/W2161631773","https://openalex.org/W2166486216","https://openalex.org/W2168625863","https://openalex.org/W2195693430","https://openalex.org/W2525778437","https://openalex.org/W2528345145","https://openalex.org/W2533910686","https://openalex.org/W2615358882","https://openalex.org/W2739778833","https://openalex.org/W2810871807","https://openalex.org/W2914949576","https://openalex.org/W2956797962","https://openalex.org/W2963099529","https://openalex.org/W2963145597","https://openalex.org/W2963190722","https://openalex.org/W2963408914","https://openalex.org/W2966038277","https://openalex.org/W3103926693","https://openalex.org/W4288574671","https://openalex.org/W6635252591","https://openalex.org/W6759127422"],"related_works":["https://openalex.org/W2789518417","https://openalex.org/W4213217485","https://openalex.org/W2566545183","https://openalex.org/W2499449816","https://openalex.org/W2059085722","https://openalex.org/W4210856988","https://openalex.org/W4375867731","https://openalex.org/W2372188366","https://openalex.org/W2799270999","https://openalex.org/W4280499399"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"the":[5,29,33,38,52,58,65],"deep":[6,21],"learning-based":[7],"channel":[8,42,67],"estimation":[9],"and":[10,37,63],"tracking":[11],"algorithm":[12,60],"for":[13],"vehicular":[14],"millimeter-wave":[15],"(mmWave)":[16],"communications.":[17],"More":[18],"specifically,":[19],"a":[20],"neural":[22],"network":[23],"(DNN)":[24],"is":[25,48],"leveraged":[26,49],"to":[27,50],"learn":[28],"mapping":[30],"function":[31],"between":[32],"received":[34],"training":[35,70],"signals":[36],"mmWave":[39,66],"channel.":[40,53],"Following":[41],"estimation,":[43],"long":[44],"short-term":[45],"memory":[46],"(LSTM)":[47],"track":[51],"Simulation":[54],"results":[55],"demonstrate":[56],"that":[57],"proposed":[59],"efficiently":[61],"estimates":[62],"tracks":[64],"with":[68],"negligible":[69],"overhead.":[71]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
