{"id":"https://openalex.org/W4401508844","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615659","title":"ABConv: Attention Based Convolution for Automatic Modulation Recognition","display_name":"ABConv: Attention Based Convolution for Automatic Modulation Recognition","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4401508844","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615659"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops59551.2024.10615659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5000171762","display_name":"Chengyu Guo","orcid":"https://orcid.org/0000-0002-9400-9713"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Guo","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026973164","display_name":"Shuai Han","orcid":"https://orcid.org/0000-0001-9606-3476"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Han","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940082","display_name":"Weixiao Meng","orcid":"https://orcid.org/0000-0001-8938-2866"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiao Meng","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106084673","display_name":"Cheng Li","orcid":"https://orcid.org/0000-0002-8123-2190"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Memorial University,Department of Electrical and Computer Engineering,Newfoundland,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University,Department of Electrical and Computer Engineering,Newfoundland,Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":0.63536013,"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":"1586","last_page":"1591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9905999898910522,"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":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571864724159241},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6978504657745361},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.5935213565826416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.445038378238678},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4027886986732483},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39528006315231323},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08670961856842041},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07545799016952515},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07472696900367737}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571864724159241},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6978504657745361},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.5935213565826416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.445038378238678},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4027886986732483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39528006315231323},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08670961856842041},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07545799016952515},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07472696900367737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops59551.2024.10615659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W798619065","https://openalex.org/W1490756768","https://openalex.org/W1988650030","https://openalex.org/W2015234197","https://openalex.org/W2120019163","https://openalex.org/W2128716617","https://openalex.org/W2272847350","https://openalex.org/W2560119283","https://openalex.org/W2741230443","https://openalex.org/W2773170971","https://openalex.org/W2884089434","https://openalex.org/W2916820451","https://openalex.org/W2963809753","https://openalex.org/W3032977069","https://openalex.org/W3101503122","https://openalex.org/W3104028856","https://openalex.org/W3113059984","https://openalex.org/W3129407453","https://openalex.org/W3193513114","https://openalex.org/W3206585035","https://openalex.org/W4210557982","https://openalex.org/W4289654500","https://openalex.org/W4312262250","https://openalex.org/W4321606982","https://openalex.org/W4323338327","https://openalex.org/W4385245566","https://openalex.org/W4386029034","https://openalex.org/W4388505242","https://openalex.org/W6622799616","https://openalex.org/W6629408151","https://openalex.org/W6738884980","https://openalex.org/W6739901393","https://openalex.org/W7006076936"],"related_works":["https://openalex.org/W4387838477","https://openalex.org/W2067193074","https://openalex.org/W2182785089","https://openalex.org/W3107426390","https://openalex.org/W4312178642","https://openalex.org/W2375093801","https://openalex.org/W1534368937","https://openalex.org/W4312624109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1],"recognition":[2],"(AMR),":[3],"an":[4],"intermediate":[5],"process":[6],"of":[7],"signal":[8,11,50],"detection":[9],"and":[10,57],"demodulation,":[12],"has":[13],"been":[14],"widely":[15],"used":[16],"in":[17,44,81],"various":[18],"fields.":[19],"We":[20],"introduce":[21],"ABConv,":[22],"a":[23,92],"novel":[24],"machine":[25],"learning":[26,43],"(ML)":[27],"filter":[28],"designed":[29],"for":[30],"AMR":[31,45,82],"tasks,":[32,46,83],"leveraging":[33],"Attention-Based":[34],"Convolution.":[35],"Unlike":[36],"the":[37],"feature":[38],"extraction":[39],"approach":[40],"using":[41],"deep":[42],"we":[47,90],"focus":[48],"on":[49,67],"processing":[51],"methods.":[52],"Drawing":[53],"parallels":[54],"between":[55],"attention":[56,68],"autocorrelation":[58],"functions,":[59],"our":[60],"model":[61],"dynamically":[62],"generates":[63],"convolution":[64],"kernels":[65],"based":[66],"scores":[69],"to":[70],"perform":[71],"channel":[72],"blind":[73],"equalization.":[74],"ABConv":[75],"demonstrates":[76],"state-of-the-art":[77],"(SOTA)":[78],"performance":[79],"with":[80],"surpassing":[84],"multiple":[85],"existing":[86],"advanced":[87],"algorithms.":[88],"Additionally,":[89],"provide":[91],"preliminary":[93],"visual":[94],"analysis.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
