{"id":"https://openalex.org/W4385973858","doi":"https://doi.org/10.1109/lsp.2023.3306614","title":"Offline Real-World Wireless Interference Signal Classification Algorithm Utilizing Denoising Diffusion Probability Model","display_name":"Offline Real-World Wireless Interference Signal Classification Algorithm Utilizing Denoising Diffusion Probability Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385973858","doi":"https://doi.org/10.1109/lsp.2023.3306614"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2023.3306614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3306614","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing 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/A5100333821","display_name":"Yue Zhang","orcid":"https://orcid.org/0009-0008-4948-5535"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067789926","display_name":"Xuhui Ding","orcid":"https://orcid.org/0000-0003-3646-5312"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Ding","raw_affiliation_strings":["School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702959","display_name":"Gaoyang Li","orcid":"https://orcid.org/0000-0003-0820-8108"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Gaoyang Li","raw_affiliation_strings":["Institute of Fluid Science, Tohoku University, Sendai, Japan","Institute of Fluid Science, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Fluid Science, Tohoku University, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Institute of Fluid Science, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054734937","display_name":"Zehui Zhang","orcid":"https://orcid.org/0009-0006-1830-6018"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zehui Zhang","raw_affiliation_strings":["School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006316216","display_name":"Kai Yang","orcid":"https://orcid.org/0000-0003-1059-0705"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yang","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100333821"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":2.7972,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9239443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"30","issue":null,"first_page":"1132","last_page":"1136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9973999857902527,"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":0.9973999857902527,"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/T10860","display_name":"Speech and Audio Processing","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental 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":0.7610648274421692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5568641424179077},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5492963790893555},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5272185802459717},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5153693556785583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5004479885101318},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49163371324539185},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4891262650489807},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.46627357602119446},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.45672541856765747},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.45583653450012207},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3201650381088257},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.11805599927902222},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09078305959701538}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7610648274421692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5568641424179077},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5492963790893555},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5272185802459717},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5153693556785583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5004479885101318},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49163371324539185},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4891262650489807},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.46627357602119446},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.45672541856765747},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.45583653450012207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3201650381088257},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.11805599927902222},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09078305959701538},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2023.3306614","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3306614","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6834732129","display_name":null,"funder_award_id":"62001030","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2089367555","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W3023922173","https://openalex.org/W3033248112","https://openalex.org/W3036167779","https://openalex.org/W3096831136","https://openalex.org/W3158468725","https://openalex.org/W3167414422","https://openalex.org/W3201409833","https://openalex.org/W4210312767","https://openalex.org/W4226059106","https://openalex.org/W4239510810","https://openalex.org/W6765779288","https://openalex.org/W6779823529"],"related_works":["https://openalex.org/W2494523064","https://openalex.org/W2943623134","https://openalex.org/W2215759665","https://openalex.org/W2960358116","https://openalex.org/W2030292806","https://openalex.org/W3041172967","https://openalex.org/W2749065928","https://openalex.org/W2147155098","https://openalex.org/W4287727129","https://openalex.org/W2938171715"],"abstract_inverted_index":{"The":[0],"dependable":[1],"transmission":[2],"of":[3,8,18,35,75,122,132],"data":[4,44],"and":[5,16,31,45,81,112,139],"the":[6,14,26,66,84,130],"efficacy":[7],"wireless":[9],"communication":[10,53,148],"depend":[11],"critically":[12],"on":[13,143],"detection":[15],"classification":[17,21],"interference.":[19],"Traditional":[20],"algorithms":[22,41],"may":[23],"not":[24],"yield":[25],"requisite":[27],"precision":[28],"in":[29,51,136,146],"identifying":[30],"categorizing":[32],"diverse":[33],"types":[34],"interference,":[36],"whereas":[37],"deep":[38],"learning":[39],"(DL)":[40],"necessitate":[42],"high-quality":[43],"training":[46],"samples,":[47],"which":[48],"prove":[49],"unfeasible":[50],"real-time":[52],"scenarios.":[54,149],"In":[55],"addressing":[56],"these":[57],"challenges,":[58],"we":[59],"present":[60],"a":[61,87],"novel":[62],"approach":[63,96,128],"that":[64,94],"utilizes":[65],"denoising":[67],"diffusion":[68],"probabilistic":[69],"model":[70],"(DDPM)":[71],"for":[72],"offline":[73],"processing":[74,138],"collected":[76],"signals":[77,85],"before":[78],"feature":[79],"extraction":[80],"subsequently":[82],"sending":[83],"into":[86],"predefined":[88],"classifier.":[89],"Our":[90],"experimental":[91],"analyses":[92],"show":[93],"our":[95,127],"delivers":[97],"up":[98],"to":[99],"91%":[100],"accuracy":[101],"without":[102],"any":[103],"prior":[104],"information,":[105],"outperforming":[106],"both":[107],"generative":[108,134],"adversarial":[109],"network":[110],"(GAN)-based":[111],"other":[113],"traditional":[114],"DL":[115],"algorithms,":[116],"even":[117],"with":[118],"limited":[119],"signal":[120,137],"samples":[121],"only":[123],"5.":[124],"More":[125],"significantly,":[126],"underscores":[129],"feasibility":[131],"employing":[133],"models":[135],"achieves":[140],"state-of-the-art":[141],"performance":[142],"high-precision":[144],"recognition":[145],"real-world":[147]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}