{"id":"https://openalex.org/W3003494250","doi":"https://doi.org/10.1109/lcomm.2020.2970922","title":"CNN-Based Automatic Modulation Classification for Beyond 5G Communications","display_name":"CNN-Based Automatic Modulation Classification for Beyond 5G Communications","publication_year":2020,"publication_date":"2020-01-31","ids":{"openalex":"https://openalex.org/W3003494250","doi":"https://doi.org/10.1109/lcomm.2020.2970922","mag":"3003494250"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2020.2970922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2970922","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-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/A5031024405","display_name":"Ade Pitra Hermawan","orcid":"https://orcid.org/0000-0003-0188-893X"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ade Pitra Hermawan","raw_affiliation_strings":["Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064284827","display_name":"Rizki Rivai Ginanjar","orcid":null},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Rizki Rivai Ginanjar","raw_affiliation_strings":["Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102829948","display_name":"Dong\u2010Seong Kim","orcid":"https://orcid.org/0000-0002-2977-5964"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Seong Kim","raw_affiliation_strings":["Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702253","display_name":"Jae\u2010Min Lee","orcid":"https://orcid.org/0000-0001-6885-5185"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Min Lee","raw_affiliation_strings":["Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of IT Convergence Engineering, School of Electronic Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031024405"],"corresponding_institution_ids":["https://openalex.org/I113409471"],"apc_list":null,"apc_paid":null,"fwci":16.7204,"has_fulltext":false,"cited_by_count":253,"citation_normalized_percentile":{"value":0.99334884,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"5","first_page":"1038","last_page":"1041"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11853","display_name":"Semiconductor materials and interfaces","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8297058343887329},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6195883750915527},{"id":"https://openalex.org/keywords/link-adaptation","display_name":"Link adaptation","score":0.6061551570892334},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5061942934989929},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4843777120113373},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.4827932119369507},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.46152347326278687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.446128249168396},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4451514482498169},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43106698989868164},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41712889075279236},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3601481318473816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24500492215156555},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.210543692111969},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20854449272155762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297058343887329},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6195883750915527},{"id":"https://openalex.org/C138916503","wikidata":"https://www.wikidata.org/wiki/Q2714551","display_name":"Link adaptation","level":4,"score":0.6061551570892334},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5061942934989929},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4843777120113373},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.4827932119369507},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.46152347326278687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.446128249168396},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4451514482498169},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43106698989868164},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41712889075279236},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3601481318473816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24500492215156555},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.210543692111969},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20854449272155762},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/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/lcomm.2020.2970922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2970922","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3271532193","display_name":null,"funder_award_id":"2018R1A6A1A03024003","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"},{"id":"https://openalex.org/G4384902858","display_name":null,"funder_award_id":"2019R1F1A1064055","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2562146178","https://openalex.org/W2618543104","https://openalex.org/W2790162610","https://openalex.org/W2886161635","https://openalex.org/W2909712920","https://openalex.org/W2913680020","https://openalex.org/W2921888538","https://openalex.org/W2943887089","https://openalex.org/W2961742849","https://openalex.org/W2962855623","https://openalex.org/W2963809753","https://openalex.org/W2965453503","https://openalex.org/W2966781572","https://openalex.org/W6758685805","https://openalex.org/W6917408469"],"related_works":["https://openalex.org/W652406221","https://openalex.org/W1578454309","https://openalex.org/W2049261842","https://openalex.org/W3193526918","https://openalex.org/W2018111243","https://openalex.org/W2137718409","https://openalex.org/W2983245704","https://openalex.org/W2363366933","https://openalex.org/W1485245930","https://openalex.org/W2108719724"],"abstract_inverted_index":{"In":[0],"this":[1],"letter,":[2],"we":[3,54],"propose":[4],"an":[5,16],"improved":[6],"convolutional":[7],"neural":[8],"network":[9,14],"(CNN)-based":[10],"automatic":[11],"modulation":[12,21,31],"classification":[13,95],"(IC-AMCNet),":[15],"algorithm":[17],"to":[18,66,79],"classify":[19],"the":[20,50,56,69,80,83,88],"type":[22,63],"of":[23,44,58,64,93],"a":[24],"wireless":[25,36],"signal.":[26],"Since":[27],"adaptive":[28],"coding":[29],"and":[30,40,60,97],"is":[32,46],"widely":[33],"used":[34],"in":[35,73,91],"communication,":[37],"high":[38],"accuracy":[39,96],"short":[41],"computing":[42,98],"time":[43],"classifier":[45],"needed.":[47],"Compared":[48],"with":[49,68],"existing":[51],"CNN":[52],"architectures,":[53],"adjusted":[55],"number":[57],"layers":[59,65],"added":[61],"new":[62],"comply":[67],"estimated":[70],"latency":[71],"standards":[72],"beyond":[74],"fifth-generation":[75],"(B5G)":[76],"communications.":[77],"According":[78],"simulation":[81],"results,":[82],"proposed":[84],"scheme":[85],"significantly":[86],"outperforms":[87],"previous":[89],"works":[90],"terms":[92],"both":[94],"time.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":54},{"year":2024,"cited_by_count":67},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":11}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
