{"id":"https://openalex.org/W4366716736","doi":"https://doi.org/10.1007/s11276-023-03331-7","title":"Modulation classification with data augmentation based on a semi-supervised generative model","display_name":"Modulation classification with data augmentation based on a semi-supervised generative model","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4366716736","doi":"https://doi.org/10.1007/s11276-023-03331-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-023-03331-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-023-03331-7","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Networks","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/A5021793501","display_name":"Liyan Yin","orcid":"https://orcid.org/0000-0002-1603-6599"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liyan Yin","raw_affiliation_strings":["Graduate College, Air Force Engineering University, Xi\u2019an, 710051, China","Graduate College, Air Force Engineering University, Xi'an, 710051, China"],"raw_orcid":"https://orcid.org/0000-0002-1603-6599","affiliations":[{"raw_affiliation_string":"Graduate College, Air Force Engineering University, Xi\u2019an, 710051, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Graduate College, Air Force Engineering University, Xi'an, 710051, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101716145","display_name":"Xin Xiang","orcid":"https://orcid.org/0000-0002-5348-522X"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Xiang","raw_affiliation_strings":["Aeronautical Engineering College, Air Force Engineering University, Xi\u2019an, 710038, China","Aeronautical Engineering College, Air Force Engineering University, Xi'an, 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautical Engineering College, Air Force Engineering University, Xi\u2019an, 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautical Engineering College, Air Force Engineering University, Xi'an, 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006923501","display_name":"Yuan Liang","orcid":"https://orcid.org/0000-0003-4702-1581"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Liang","raw_affiliation_strings":["Aeronautical Engineering College, Air Force Engineering University, Xi\u2019an, 710038, China","Aeronautical Engineering College, Air Force Engineering University, Xi'an, 710038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aeronautical Engineering College, Air Force Engineering University, Xi\u2019an, 710038, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautical Engineering College, Air Force Engineering University, Xi'an, 710038, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100398807","display_name":"Kun Liu","orcid":"https://orcid.org/0000-0003-3074-7167"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Liu","raw_affiliation_strings":["Graduate College, Air Force Engineering University, Xi\u2019an, 710051, China","Graduate College, Air Force Engineering University, Xi'an, 710051, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate College, Air Force Engineering University, Xi\u2019an, 710051, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Graduate College, Air Force Engineering University, Xi'an, 710051, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021793501"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4276,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84055906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"30","issue":"6","first_page":"5683","last_page":"5696"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9994000196456909,"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":0.9994000196456909,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9564999938011169,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9559999704360962,"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/computer-science","display_name":"Computer science","score":0.8275731801986694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6572026610374451},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5896000862121582},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5610954761505127},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5558785796165466},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.529896080493927},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5253200531005859},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4426162838935852},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.41740506887435913}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8275731801986694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6572026610374451},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5896000862121582},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5610954761505127},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5558785796165466},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.529896080493927},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5253200531005859},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4426162838935852},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.41740506887435913},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11276-023-03331-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-023-03331-7","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4174160945","display_name":null,"funder_award_id":"2021JM-220","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2045142793","https://openalex.org/W2194775991","https://openalex.org/W2586095846","https://openalex.org/W2593414223","https://openalex.org/W2603396821","https://openalex.org/W2618530766","https://openalex.org/W2734408173","https://openalex.org/W2741230443","https://openalex.org/W2773170971","https://openalex.org/W2782723346","https://openalex.org/W2790452209","https://openalex.org/W2884089434","https://openalex.org/W2886994463","https://openalex.org/W2900967017","https://openalex.org/W2908997014","https://openalex.org/W2910881901","https://openalex.org/W2914839109","https://openalex.org/W2963426391","https://openalex.org/W2964477674","https://openalex.org/W2979685488","https://openalex.org/W2986768681","https://openalex.org/W2995727660","https://openalex.org/W3002630677","https://openalex.org/W3008920213","https://openalex.org/W3011724393","https://openalex.org/W3015903302","https://openalex.org/W3016353205","https://openalex.org/W3037525782","https://openalex.org/W3088383832","https://openalex.org/W3094967394","https://openalex.org/W3097743819","https://openalex.org/W3104028856","https://openalex.org/W3139996145","https://openalex.org/W3155899199","https://openalex.org/W3168231499","https://openalex.org/W3174334351","https://openalex.org/W3193513114","https://openalex.org/W3199032832","https://openalex.org/W3199098590","https://openalex.org/W3199437742","https://openalex.org/W3213894367","https://openalex.org/W4200529334"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W2280377497","https://openalex.org/W4387506531","https://openalex.org/W3174044702","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4283803360","https://openalex.org/W4317695495"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}