{"id":"https://openalex.org/W3137781708","doi":"https://doi.org/10.1109/bmsb49480.2020.9379442","title":"M-QAM Demodulation based on Machine Learning","display_name":"M-QAM Demodulation based on Machine Learning","publication_year":2020,"publication_date":"2020-10-27","ids":{"openalex":"https://openalex.org/W3137781708","doi":"https://doi.org/10.1109/bmsb49480.2020.9379442","mag":"3137781708"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb49480.2020.9379442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb49480.2020.9379442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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/A5008216027","display_name":"Roberto Neves Toledo","orcid":null},"institutions":[{"id":"https://openalex.org/I18167132","display_name":"Universidade Presbiteriana Mackenzie","ror":"https://ror.org/006nc8n95","country_code":"BR","type":"education","lineage":["https://openalex.org/I18167132"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roberto Neves Toledo","raw_affiliation_strings":["PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I18167132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045352848","display_name":"Cristiano Akamine","orcid":"https://orcid.org/0000-0002-3161-4668"},"institutions":[{"id":"https://openalex.org/I18167132","display_name":"Universidade Presbiteriana Mackenzie","ror":"https://ror.org/006nc8n95","country_code":"BR","type":"education","lineage":["https://openalex.org/I18167132"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristiano Akamine","raw_affiliation_strings":["PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I18167132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054879376","display_name":"Fadi Jerji","orcid":"https://orcid.org/0000-0002-2076-5831"},"institutions":[{"id":"https://openalex.org/I18167132","display_name":"Universidade Presbiteriana Mackenzie","ror":"https://ror.org/006nc8n95","country_code":"BR","type":"education","lineage":["https://openalex.org/I18167132"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fadi Jerji","raw_affiliation_strings":["PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I18167132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014914731","display_name":"Leandro A. Silva","orcid":"https://orcid.org/0000-0002-8671-3102"},"institutions":[{"id":"https://openalex.org/I18167132","display_name":"Universidade Presbiteriana Mackenzie","ror":"https://ror.org/006nc8n95","country_code":"BR","type":"education","lineage":["https://openalex.org/I18167132"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro A. Silva","raw_affiliation_strings":["PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGEEC, Mackenzie Presbyterian University, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I18167132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4163,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.63376924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10232","display_name":"Optical Network Technologies","score":0.9977999925613403,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9975000023841858,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9965000152587891,"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":0.9768171310424805},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.8843227624893188},{"id":"https://openalex.org/keywords/qam","display_name":"QAM","score":0.8260443210601807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6201211810112},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.47323498129844666},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.43230539560317993},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.43021607398986816},{"id":"https://openalex.org/keywords/amplitude-modulation","display_name":"Amplitude modulation","score":0.42038649320602417},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3601028621196747},{"id":"https://openalex.org/keywords/frequency-modulation","display_name":"Frequency modulation","score":0.28719955682754517},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2565772533416748},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.14915940165519714},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1387493908405304},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1385432481765747},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.12413239479064941},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08204537630081177},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.07843148708343506},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.06085208058357239}],"concepts":[{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.9768171310424805},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.8843227624893188},{"id":"https://openalex.org/C59030546","wikidata":"https://www.wikidata.org/wiki/Q7265371","display_name":"QAM","level":5,"score":0.8260443210601807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6201211810112},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.47323498129844666},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.43230539560317993},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.43021607398986816},{"id":"https://openalex.org/C201905106","wikidata":"https://www.wikidata.org/wiki/Q183755","display_name":"Amplitude modulation","level":4,"score":0.42038649320602417},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3601028621196747},{"id":"https://openalex.org/C11930861","wikidata":"https://www.wikidata.org/wiki/Q181417","display_name":"Frequency modulation","level":3,"score":0.28719955682754517},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2565772533416748},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.14915940165519714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1387493908405304},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1385432481765747},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.12413239479064941},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08204537630081177},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.07843148708343506},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.06085208058357239},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmsb49480.2020.9379442","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb49480.2020.9379442","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W2009147117","https://openalex.org/W2087070363","https://openalex.org/W2102103359","https://openalex.org/W2131049857","https://openalex.org/W2152953137","https://openalex.org/W2155482699","https://openalex.org/W2621140084","https://openalex.org/W2697142677","https://openalex.org/W2979604992"],"related_works":["https://openalex.org/W4390873927","https://openalex.org/W2350210624","https://openalex.org/W3137781708","https://openalex.org/W2389109173","https://openalex.org/W2159438609","https://openalex.org/W2900995485","https://openalex.org/W2147334234","https://openalex.org/W3196902411","https://openalex.org/W2139936226","https://openalex.org/W2384946145"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,35],"new":[4,16],"Quadrature":[5],"Amplitude":[6],"Modulation":[7],"(M-QAM)":[8],"demodulation":[9,21,29],"method":[10,17],"using":[11],"Machine":[12],"Learning":[13],"techniques.":[14],"The":[15,31],"significantly":[18],"reduces":[19],"the":[20,28,47],"complexity":[22],"for":[23,42],"high-order":[24],"constellations":[25],"while":[26],"maintains":[27],"accuracy.":[30],"experimental":[32],"results":[33],"demonstrate":[34],"performance":[36],"gain":[37],"of":[38],"up":[39],"to":[40],"1485%":[41],"4096-QAM":[43],"in":[44],"comparison":[45],"with":[46],"classical":[48],"Log-Likelihood":[49],"Ratio":[50],"demodulator.":[51]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}