{"id":"https://openalex.org/W4391743080","doi":"https://doi.org/10.1109/icct59356.2023.10419791","title":"Deep Blind Demodulation of Binary Modulated Signals","display_name":"Deep Blind Demodulation of Binary Modulated Signals","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4391743080","doi":"https://doi.org/10.1109/icct59356.2023.10419791"},"language":"en","primary_location":{"id":"doi:10.1109/icct59356.2023.10419791","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct59356.2023.10419791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 23rd International Conference on Communication Technology (ICCT)","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/A5101570807","display_name":"Zhangbin Pei","orcid":"https://orcid.org/0009-0003-9906-9357"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhangbin Pei","raw_affiliation_strings":["College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","College of Information Engineering of Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067210108","display_name":"Shilian Zheng","orcid":"https://orcid.org/0000-0002-3089-4346"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilian Zheng","raw_affiliation_strings":["National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China","institution_ids":["https://openalex.org/I4210124847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033462755","display_name":"Shichuan Chen","orcid":"https://orcid.org/0000-0001-7097-5186"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shichuan Chen","raw_affiliation_strings":["National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China","institution_ids":["https://openalex.org/I4210124847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103229125","display_name":"J. Chen","orcid":"https://orcid.org/0000-0001-6357-4093"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiepeng Chen","raw_affiliation_strings":["College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","College of Information Engineering of Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089911056","display_name":"Weidang Lu","orcid":"https://orcid.org/0000-0002-8919-0327"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidang Lu","raw_affiliation_strings":["College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","College of Information Engineering of Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"College of Information Engineering of Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047444184","display_name":"Xiaoniu Yang","orcid":"https://orcid.org/0000-0003-3117-2211"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoniu Yang","raw_affiliation_strings":["National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security,Jiaxing,China","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China","institution_ids":["https://openalex.org/I4210124847"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101570807"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.2038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50247261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"32","issue":null,"first_page":"325","last_page":"330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9970999956130981,"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/T10232","display_name":"Optical Network Technologies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.8185844421386719},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.6262087821960449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5947726368904114},{"id":"https://openalex.org/keywords/binary-data","display_name":"Binary data","score":0.4247335195541382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3377436697483063},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.25041693449020386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17402291297912598},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.12311169505119324}],"concepts":[{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.8185844421386719},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6262087821960449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5947726368904114},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.4247335195541382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3377436697483063},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.25041693449020386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17402291297912598},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.12311169505119324},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct59356.2023.10419791","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icct59356.2023.10419791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 23rd International Conference on Communication Technology (ICCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2023679900","https://openalex.org/W2025642180","https://openalex.org/W2039869584","https://openalex.org/W2064088409","https://openalex.org/W2101395461","https://openalex.org/W2505641696","https://openalex.org/W2789848366","https://openalex.org/W2799595807","https://openalex.org/W2896708442","https://openalex.org/W2919115771","https://openalex.org/W3006197751","https://openalex.org/W3015264778","https://openalex.org/W3119410432","https://openalex.org/W3130945906","https://openalex.org/W4224012690","https://openalex.org/W4312439219"],"related_works":["https://openalex.org/W2154693897","https://openalex.org/W2018164323","https://openalex.org/W2094988397","https://openalex.org/W2083580028","https://openalex.org/W1980535114","https://openalex.org/W2165713005","https://openalex.org/W2063706985","https://openalex.org/W2380155140","https://openalex.org/W4233766581","https://openalex.org/W3030946940"],"abstract_inverted_index":{"Demodulation":[0],"is":[1],"a":[2,39],"fundamental":[3],"and":[4,75],"critical":[5],"function":[6],"of":[7,22,53],"communication":[8],"systems.":[9],"Traditional":[10],"demodulation":[11,43,110],"methods":[12],"are":[13,79],"designed":[14],"for":[15,46],"specific":[16],"modulation":[17,24,54,114],"schemes,":[18],"which":[19],"require":[20],"knowledge":[21,52],"the":[23,27,51,89,94],"used":[25],"in":[26,81,86],"received":[28],"signal":[29],"to":[30],"achieve":[31],"normal":[32],"demodulation.":[33],"In":[34,98],"this":[35],"paper,":[36],"we":[37],"propose":[38],"deep":[40],"learning-based":[41],"blind":[42],"method":[44,116],"(DBD)":[45],"binary":[47,59,64,70],"modulated":[48],"signals":[49],"without":[50],"schemes.":[55],"Four":[56],"modulations":[57],"including":[58],"amplitude":[60],"shift":[61,66,72],"keying":[62,67,73,77],"(2ASK),":[63],"frequency":[65],"(2FSK),":[68],"differential":[69],"phase":[71],"(DBPSK)":[74],"minimum-shift":[76],"(MSK)":[78],"considered":[80],"experiments.":[82],"Results":[83],"show":[84],"that":[85,119],"AWGN":[87],"scenario,":[88],"proposed":[90],"DBD":[91,102,120],"can":[92],"approximate":[93],"theoretical":[95],"BER":[96,106],"performance.":[97,123],"Rayleigh":[99],"fading":[100],"channel,":[101],"model":[103],"has":[104,121],"better":[105,122],"performance":[107],"than":[108],"traditional":[109],"methods.":[111],"Comparison":[112],"with":[113],"recognition-based":[115],"also":[117],"reveals":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}