{"id":"https://openalex.org/W4406356563","doi":"https://doi.org/10.1109/ictc62082.2024.10826829","title":"Deep Learning-Based Modulation Classification Leveraging Dual-Type Image","display_name":"Deep Learning-Based Modulation Classification Leveraging Dual-Type Image","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406356563","doi":"https://doi.org/10.1109/ictc62082.2024.10826829"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th 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/A5008385535","display_name":"Yunseol Cho","orcid":"https://orcid.org/0009-0006-1994-1654"},"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":"Yunseol Cho","raw_affiliation_strings":["Hanyang University,Department of Electronic Engineering,Seoul,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electronic Engineering,Seoul,South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hanvit Kim","orcid":null},"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":"Hanvit Kim","raw_affiliation_strings":["Hanyang University,Department of Electronic Engineering,Seoul,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electronic Engineering,Seoul,South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034174829","display_name":"Hyunwoo Park","orcid":"https://orcid.org/0000-0002-9095-4283"},"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":"Hyunwoo Park","raw_affiliation_strings":["Hanyang University,Department of Electronic Engineering,Seoul,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electronic Engineering,Seoul,South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658075","display_name":"Jiyeon Park","orcid":"https://orcid.org/0000-0003-1039-750X"},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiyeon Park","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113058674","display_name":"Younggun Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Younggun Ji","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089645054","display_name":"Hyungjun Ju","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyungjun Ju","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jaekark Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaekark Choi","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110719760","display_name":"Sanghun Im","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghun Im","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634034","display_name":"Kihun Kim","orcid":"https://orcid.org/0009-0008-6468-660X"},"institutions":[{"id":"https://openalex.org/I4210143937","display_name":"Hanwha Solutions (South Korea)","ror":"https://ror.org/05dmq6f22","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210143937","https://openalex.org/I4403386467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kihun Kim","raw_affiliation_strings":["Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tactical Communication System Team, Hanwha Systems,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210143937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733417","display_name":"Sunwoo Kim","orcid":"https://orcid.org/0000-0002-7055-6587"},"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":"Sunwoo Kim","raw_affiliation_strings":["Hanyang University,Department of Electronic Engineering,Seoul,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Department of Electronic Engineering,Seoul,South Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6836638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1298","last_page":"1301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9965999722480774,"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":0.9965999722480774,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9258999824523926,"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":0.6891258358955383},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6646144986152649},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5898944735527039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.530591607093811},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4952210485935211},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46414342522621155},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43998467922210693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3808037042617798},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3647174835205078},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08689197897911072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891258358955383},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6646144986152649},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5898944735527039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.530591607093811},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4952210485935211},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46414342522621155},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43998467922210693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3808037042617798},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3647174835205078},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08689197897911072},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2005956500","https://openalex.org/W2112796928","https://openalex.org/W2560119283","https://openalex.org/W2773170971","https://openalex.org/W2785724650","https://openalex.org/W2790896200","https://openalex.org/W2892154397","https://openalex.org/W2916238263","https://openalex.org/W2953714211","https://openalex.org/W2962738058","https://openalex.org/W3091886083","https://openalex.org/W4320005479","https://openalex.org/W4321021552","https://openalex.org/W4389333901","https://openalex.org/W4399881546"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W2317351040","https://openalex.org/W4383066092","https://openalex.org/W2352553236","https://openalex.org/W2795259429"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5],"automatic":[6],"modulation":[7,58,89],"classification":[8,59,79],"(AMC)":[9],"algorithm":[10,17,76],"for":[11],"identifying":[12],"overlapped":[13],"signals.":[14],"The":[15,34,69],"proposed":[16,75],"leverages":[18],"dual-type":[19,35],"images":[20,36],"as":[21,45],"deep":[22],"learning":[23],"input":[24,84],"data,":[25],"which":[26],"is":[27],"composed":[28],"of":[29,40,65],"spectrogram":[30],"and":[31,50,54],"signal":[32],"images.":[33],"have":[37],"the":[38,74],"features":[39,64],"both":[41],"individual":[42],"images,":[43,85],"such":[44],"frequency":[46],"change":[47],"over":[48],"time":[49],"information":[51],"on":[52],"amplitude":[53],"phase.":[55],"We":[56],"improve":[57],"performance":[60,80],"by":[61],"reflecting":[62],"various":[63],"a":[66],"single":[67],"signal.":[68],"simulation":[70],"results":[71],"show":[72],"that":[73],"has":[77],"accurate":[78],"compared":[81],"to":[82],"single-type":[83],"especially":[86],"in":[87],"analog":[88],"classification.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}