{"id":"https://openalex.org/W4361829692","doi":"https://doi.org/10.1109/ispacs57703.2022.10082826","title":"Deep Learning-Based Demodulation of Radio Signal","display_name":"Deep Learning-Based Demodulation of Radio Signal","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4361829692","doi":"https://doi.org/10.1109/ispacs57703.2022.10082826"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs57703.2022.10082826","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispacs57703.2022.10082826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","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/A5005214540","display_name":"Kim Chia","orcid":null},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Kim Chia","raw_affiliation_strings":["School of Information Technology, Monash University,Subang Jaya,Malaysia","School of Information Technology, Monash University, Subang Jaya, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Monash University,Subang Jaya,Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"School of Information Technology, Monash University, Subang Jaya, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023680401","display_name":"Vishnu Monn Baskaran","orcid":"https://orcid.org/0000-0001-6809-5817"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Vishnu Monn Baskaran","raw_affiliation_strings":["School of Information Technology, Monash University,Subang Jaya,Malaysia","School of Information Technology, Monash University, Subang Jaya, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Monash University,Subang Jaya,Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"School of Information Technology, Monash University, Subang Jaya, Malaysia","institution_ids":["https://openalex.org/I11662577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005214540"],"corresponding_institution_ids":["https://openalex.org/I11662577"],"apc_list":null,"apc_paid":null,"fwci":0.421,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68504909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11447","display_name":"Blind Source Separation Techniques","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/baseband","display_name":"Baseband","score":0.8324878215789795},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.8230280876159668},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.7699230909347534},{"id":"https://openalex.org/keywords/qam","display_name":"QAM","score":0.71650230884552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6331579685211182},{"id":"https://openalex.org/keywords/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.5883949398994446},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5297043323516846},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43324393033981323},{"id":"https://openalex.org/keywords/pulse-amplitude-modulation","display_name":"Pulse-amplitude modulation","score":0.41071611642837524},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3525332510471344},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.300386518239975},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.21439588069915771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.177293062210083},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.17710328102111816},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.09273433685302734}],"concepts":[{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.8324878215789795},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.8230280876159668},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.7699230909347534},{"id":"https://openalex.org/C59030546","wikidata":"https://www.wikidata.org/wiki/Q7265371","display_name":"QAM","level":5,"score":0.71650230884552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6331579685211182},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.5883949398994446},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5297043323516846},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43324393033981323},{"id":"https://openalex.org/C20518276","wikidata":"https://www.wikidata.org/wiki/Q186130","display_name":"Pulse-amplitude modulation","level":4,"score":0.41071611642837524},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3525332510471344},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.300386518239975},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.21439588069915771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.177293062210083},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.17710328102111816},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09273433685302734},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"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:10.1109/ispacs57703.2022.10082826","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispacs57703.2022.10082826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2090128270","https://openalex.org/W2734408173","https://openalex.org/W3011699083","https://openalex.org/W3169469448","https://openalex.org/W6681648139"],"related_works":["https://openalex.org/W2147334234","https://openalex.org/W2159438609","https://openalex.org/W3196902411","https://openalex.org/W2064534496","https://openalex.org/W2548689985","https://openalex.org/W2122253935","https://openalex.org/W2979776991","https://openalex.org/W2384946145","https://openalex.org/W2128211270","https://openalex.org/W2077614007"],"abstract_inverted_index":{"M-ary":[0],"quadrature":[1],"amplitude":[2],"modulation":[3],"(M-QAM)":[4],"modulated":[5],"signal":[6,37],"is":[7,63],"commonly":[8],"used":[9],"in":[10],"digital":[11],"telecommunication":[12],"systems":[13],"for":[14,35],"its":[15],"arbitrarily":[16],"high":[17],"spectral":[18],"efficiencies":[19],"limited":[20],"only":[21],"by":[22,54],"the":[23,29,48],"noise":[24],"level":[25],"and":[26,84],"linearity":[27],"of":[28,40,50,74],"communications":[30],"channel.":[31],"Typical":[32],"demodulation":[33],"techniques":[34],"M-QAM":[36,60,69],"utilize":[38],"variants":[39],"coherent":[41],"demodulation.":[42],"This":[43,62],"paper":[44],"aims":[45],"to":[46,58],"exploit":[47],"robustness":[49],"deep":[51,95],"learning,":[52],"specifically":[53],"using":[55],"neural":[56],"networks":[57],"demodulate":[59],"symbols.":[61],"achieved":[64],"with":[65],"simulated":[66],"time-domain":[67],"baseband":[68],"signals":[70],"across":[71],"a":[72],"range":[73],"channel":[75],"impairments":[76],"namely":[77],"additive":[78],"white":[79],"Gaussian":[80],"noise,":[81],"DC":[82],"offset":[83],"I/Q":[85],"imbalance.":[86],"The":[87],"presented":[88],"results":[89],"show":[90],"an":[91],"improvement":[92],"when":[93],"utilizing":[94],"learning":[96],"over":[97],"optimal":[98],"receiver.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
