{"id":"https://openalex.org/W4212957666","doi":"https://doi.org/10.1109/tcsii.2022.3152522","title":"An Advancing Temporal Convolutional Network for 5G Latency Services via Automatic Modulation Recognition","display_name":"An Advancing Temporal Convolutional Network for 5G Latency Services via Automatic Modulation Recognition","publication_year":2022,"publication_date":"2022-02-18","ids":{"openalex":"https://openalex.org/W4212957666","doi":"https://doi.org/10.1109/tcsii.2022.3152522"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2022.3152522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2022.3152522","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems II: Express Briefs","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/A5100561801","display_name":"Yuqing Xu","orcid":"https://orcid.org/0000-0002-4246-0369"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuqing Xu","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022355568","display_name":"Guangxia Xu","orcid":"https://orcid.org/0000-0002-9010-2443"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxia Xu","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059921876","display_name":"Chuang Ma","orcid":"https://orcid.org/0000-0001-6242-697X"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Ma","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076399232","display_name":"Zeliang An","orcid":"https://orcid.org/0000-0002-9947-9634"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeliang An","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100561801"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":4.4127,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94953232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"69","issue":"6","first_page":"3002","last_page":"3006"},"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":0.9696999788284302,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.8525222539901733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8212833404541016},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6919101476669312},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48651522397994995},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.44602715969085693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44002556800842285},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4113348424434662},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.41059610247612},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4100598394870758},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.38292354345321655},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37116581201553345},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18758684396743774},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17279812693595886}],"concepts":[{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.8525222539901733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8212833404541016},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6919101476669312},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48651522397994995},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.44602715969085693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44002556800842285},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4113348424434662},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.41059610247612},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4100598394870758},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.38292354345321655},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37116581201553345},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18758684396743774},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17279812693595886},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2022.3152522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2022.3152522","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G6890522883","display_name":null,"funder_award_id":"61772099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7869021102","display_name":null,"funder_award_id":"61772098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2272847350","https://openalex.org/W2295713330","https://openalex.org/W2603396821","https://openalex.org/W2614873718","https://openalex.org/W2773170971","https://openalex.org/W2886161635","https://openalex.org/W2892154397","https://openalex.org/W2909712920","https://openalex.org/W2963829778","https://openalex.org/W3014730718","https://openalex.org/W3134446180","https://openalex.org/W3177850869","https://openalex.org/W3178142660","https://openalex.org/W3198001744","https://openalex.org/W4210450738","https://openalex.org/W6758685805","https://openalex.org/W6917408469"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W385273440","https://openalex.org/W1542592062"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1],"recognition":[2,93],"(AMR)":[3],"has":[4],"received":[5],"significant":[6],"attention":[7],"since":[8],"its":[9],"decisive":[10],"factor":[11],"for":[12,34,102],"modern":[13],"non-cooperative":[14],"communication":[15],"systems.":[16],"Meanwhile,":[17],"the":[18,56,72,84,100],"existing":[19,96],"works":[20,30,97],"on":[21],"deep":[22],"learning":[23],"technique":[24],"achieve":[25,88],"exceptional":[26],"accuracy;":[27],"however,":[28],"these":[29],"dissatisfy":[31],"real-time":[32,77],"requirements":[33],"5G":[35,103],"low-latency":[36,46,104],"services.":[37,105],"To":[38],"remedy":[39],"this":[40,42],"flaw,":[41],"brief":[43],"proposes":[44],"a":[45],"AMR":[47],"method":[48,86],"by":[49],"applying":[50],"temporal":[51],"convolutional":[52],"network":[53],"(TCN).":[54],"Furthermore,":[55],"principal":[57],"component":[58],"analysis":[59],"(PCA)-based":[60],"TCN":[61,65,78],"and":[62,75,91,98],"uniform":[63],"subsampling-based":[64],"methods":[66],"are":[67],"leveraged":[68],"to":[69],"further":[70],"alleviate":[71],"computation":[73],"complexity":[74,90],"render":[76],"viable.":[79],"Experimental":[80],"results":[81],"demonstrate":[82],"that":[83],"proposed":[85],"can":[87],"lower":[89],"superior":[92],"accuracy":[94],"than":[95],"pave":[99],"way":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}