{"id":"https://openalex.org/W2995533528","doi":"https://doi.org/10.1109/dyspan.2019.8935687","title":"Asynchronous Blind Modulation Classification in the Presence of Non-Gaussian Noise","display_name":"Asynchronous Blind Modulation Classification in the Presence of Non-Gaussian Noise","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2995533528","doi":"https://doi.org/10.1109/dyspan.2019.8935687","mag":"2995533528"},"language":"en","primary_location":{"id":"doi:10.1109/dyspan.2019.8935687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dyspan.2019.8935687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","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/A5067099360","display_name":"Jitong Ma","orcid":"https://orcid.org/0000-0001-9244-0035"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jitong Ma","raw_affiliation_strings":["Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756580","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0002-7553-3640"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Peng","raw_affiliation_strings":["Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080987710","display_name":"Shih\u2010Chun Lin","orcid":"https://orcid.org/0000-0003-1957-9588"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shih-Chun Lin","raw_affiliation_strings":["Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054243209","display_name":"Tianshuang Qiu","orcid":"https://orcid.org/0000-0002-1992-1120"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshuang Qiu","raw_affiliation_strings":["Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information & Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067099360"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59137401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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":1.0,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.983299970626831,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9391999840736389,"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":0.7565119862556458},{"id":"https://openalex.org/keywords/universal-software-radio-peripheral","display_name":"Universal Software Radio Peripheral","score":0.7449677586555481},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7157201766967773},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.560017466545105},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5553327798843384},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.548339307308197},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.510934054851532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43958336114883423},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.43026307225227356},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4136420786380768},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3580141067504883},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35269153118133545},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.35052192211151123},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.31166213750839233},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14111468195915222},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0889691412448883}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565119862556458},{"id":"https://openalex.org/C192220659","wikidata":"https://www.wikidata.org/wiki/Q1245659","display_name":"Universal Software Radio Peripheral","level":3,"score":0.7449677586555481},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7157201766967773},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.560017466545105},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5553327798843384},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.548339307308197},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.510934054851532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43958336114883423},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.43026307225227356},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4136420786380768},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3580141067504883},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35269153118133545},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35052192211151123},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.31166213750839233},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14111468195915222},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0889691412448883},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/dyspan.2019.8935687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dyspan.2019.8935687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6600000262260437,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2005956500","https://openalex.org/W2008621418","https://openalex.org/W2048654658","https://openalex.org/W2054707875","https://openalex.org/W2084255519","https://openalex.org/W2118539294","https://openalex.org/W2142363115","https://openalex.org/W2159073043","https://openalex.org/W2333677408","https://openalex.org/W2560119283","https://openalex.org/W2618972043","https://openalex.org/W2773170971","https://openalex.org/W2790162610","https://openalex.org/W2790452209","https://openalex.org/W2797867454","https://openalex.org/W2800073383","https://openalex.org/W2808160642","https://openalex.org/W2884089434","https://openalex.org/W2897348402","https://openalex.org/W2899824937","https://openalex.org/W2904462735","https://openalex.org/W2915147925","https://openalex.org/W2961044345","https://openalex.org/W2962908536","https://openalex.org/W2963617322","https://openalex.org/W6753520922","https://openalex.org/W6756778719"],"related_works":["https://openalex.org/W2033764231","https://openalex.org/W2887315079","https://openalex.org/W1989642027","https://openalex.org/W4200379864","https://openalex.org/W2749095901","https://openalex.org/W2905444987","https://openalex.org/W2541724026","https://openalex.org/W2767123200","https://openalex.org/W2007162920","https://openalex.org/W2162075876"],"abstract_inverted_index":{"Blind":[0],"modulation":[1,37,110],"classification":[2,38],"is":[3,64,87,105,129],"an":[4],"essential":[5],"and":[6,53,99,134,137],"fundamental":[7],"step":[8],"before":[9],"signal":[10],"detection":[11],"in":[12,17,39,96,150],"intelligent":[13],"communication":[14],"systems.":[15],"However,":[16],"complicated":[18],"electromagnetic":[19],"environment,":[20],"identifying":[21],"asynchronous":[22,36,71],"modulated":[23,72],"signals":[24],"remains":[25],"a":[26,45],"challenging":[27],"task.":[28],"In":[29],"order":[30],"to":[31,66,89,107,113],"improve":[32],"the":[33,91,118,138],"performance":[34],"of":[35,93,116,120],"non-Gaussian":[40,75,100],"noise,":[41],"this":[42],"paper":[43],"proposes":[44],"novel":[46],"BMC":[47],"method":[48],"based":[49],"on":[50],"complex":[51,62,82,94],"correntropy":[52,63,95],"Conv1D":[54,104],"(one-dimensional":[55],"convolution":[56],"neural":[57],"network),":[58],"namely":[59],"CC-Conv1D.":[60],"First,":[61],"employed":[65],"extract":[67],"discriminating":[68],"features":[69,122],"from":[70],"signals,":[73],"while":[74],"noise":[76,101],"can":[77,144],"be":[78],"effectively":[79],"suppressed":[80],"by":[81],"correntropy.":[83],"Furthermore,":[84],"theoretical":[85],"analysis":[86],"conducted":[88,130],"demonstrate":[90],"effectiveness":[92],"feature":[97],"extraction":[98],"suppression.":[102],"Moreover,":[103],"adopted":[106],"identify":[108],"different":[109],"schemes":[111],"due":[112],"its":[114],"merits":[115],"recognizing":[117],"shape":[119],"extracted":[121],"with":[123],"low":[124],"computational":[125],"complexity.":[126],"Experimental":[127],"implementation":[128],"via":[131],"USRP":[132,135],"N210":[133],"2901,":[136],"results":[139],"show":[140],"that":[141],"our":[142],"solution":[143],"achieve":[145],"at":[146],"least":[147],"97.5%":[148],"accuracy":[149],"practical":[151],"wireless":[152],"communications.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}