{"id":"https://openalex.org/W2622471914","doi":"https://doi.org/10.1109/wts.2017.7943525","title":"A software-defined radio based automatic modulation classifier","display_name":"A software-defined radio based automatic modulation classifier","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2622471914","doi":"https://doi.org/10.1109/wts.2017.7943525","mag":"2622471914"},"language":"en","primary_location":{"id":"doi:10.1109/wts.2017.7943525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wts.2017.7943525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Wireless Telecommunications Symposium (WTS)","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/A5082665487","display_name":"Patrick Cutno","orcid":"https://orcid.org/0000-0002-8149-465X"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Patrick Cutno","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Miami University, Oxford, Ohio, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Miami University, Oxford, Ohio, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101940536","display_name":"Chi\u2010Hao Cheng","orcid":"https://orcid.org/0000-0001-8104-3114"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chi-Hao Cheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Miami University, Oxford, Ohio, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Miami University, Oxford, Ohio, USA","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082665487"],"corresponding_institution_ids":["https://openalex.org/I83328450"],"apc_list":null,"apc_paid":null,"fwci":0.8256,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79066959,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9969000220298767,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9532999992370605,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/software-defined-radio","display_name":"Software-defined radio","score":0.838635265827179},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.8030074238777161},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.6871830224990845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6596826910972595},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.6361992359161377},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.6349934339523315},{"id":"https://openalex.org/keywords/amplitude-and-phase-shift-keying","display_name":"Amplitude and phase-shift keying","score":0.6299920082092285},{"id":"https://openalex.org/keywords/qam","display_name":"QAM","score":0.5388895869255066},{"id":"https://openalex.org/keywords/amplitude-modulation","display_name":"Amplitude modulation","score":0.5211665630340576},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5050843358039856},{"id":"https://openalex.org/keywords/frequency-modulation","display_name":"Frequency modulation","score":0.5030774474143982},{"id":"https://openalex.org/keywords/keying","display_name":"Keying","score":0.49910879135131836},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48304110765457153},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4661141037940979},{"id":"https://openalex.org/keywords/minimum-shift-keying","display_name":"Minimum-shift keying","score":0.4196249842643738},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.31711578369140625},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2726899981498718},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26398909091949463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2588108777999878},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1850355565547943},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09004765748977661},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.08637058734893799},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08218109607696533},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.06350493431091309}],"concepts":[{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.838635265827179},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.8030074238777161},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.6871830224990845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596826910972595},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.6361992359161377},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.6349934339523315},{"id":"https://openalex.org/C127240579","wikidata":"https://www.wikidata.org/wiki/Q477229","display_name":"Amplitude and phase-shift keying","level":5,"score":0.6299920082092285},{"id":"https://openalex.org/C59030546","wikidata":"https://www.wikidata.org/wiki/Q7265371","display_name":"QAM","level":5,"score":0.5388895869255066},{"id":"https://openalex.org/C201905106","wikidata":"https://www.wikidata.org/wiki/Q183755","display_name":"Amplitude modulation","level":4,"score":0.5211665630340576},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5050843358039856},{"id":"https://openalex.org/C11930861","wikidata":"https://www.wikidata.org/wiki/Q181417","display_name":"Frequency modulation","level":3,"score":0.5030774474143982},{"id":"https://openalex.org/C2776542216","wikidata":"https://www.wikidata.org/wiki/Q6398306","display_name":"Keying","level":2,"score":0.49910879135131836},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48304110765457153},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4661141037940979},{"id":"https://openalex.org/C55857970","wikidata":"https://www.wikidata.org/wiki/Q4156818","display_name":"Minimum-shift keying","level":5,"score":0.4196249842643738},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.31711578369140625},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2726899981498718},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26398909091949463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2588108777999878},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1850355565547943},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09004765748977661},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.08637058734893799},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08218109607696533},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.06350493431091309},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wts.2017.7943525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wts.2017.7943525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Wireless Telecommunications Symposium (WTS)","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":27,"referenced_works":["https://openalex.org/W1580469463","https://openalex.org/W1591339426","https://openalex.org/W2002643600","https://openalex.org/W2005956500","https://openalex.org/W2015568970","https://openalex.org/W2040895929","https://openalex.org/W2047684576","https://openalex.org/W2048654658","https://openalex.org/W2088331655","https://openalex.org/W2092904426","https://openalex.org/W2101840010","https://openalex.org/W2112638238","https://openalex.org/W2114253536","https://openalex.org/W2114267371","https://openalex.org/W2127925790","https://openalex.org/W2133602717","https://openalex.org/W2136493079","https://openalex.org/W2147735901","https://openalex.org/W2155999145","https://openalex.org/W2162273329","https://openalex.org/W2168078104","https://openalex.org/W2170778725","https://openalex.org/W2172000360","https://openalex.org/W2185906934","https://openalex.org/W2250259964","https://openalex.org/W2540696201","https://openalex.org/W6639851350"],"related_works":["https://openalex.org/W2540445693","https://openalex.org/W2017769333","https://openalex.org/W1489774986","https://openalex.org/W4387012388","https://openalex.org/W2058692089","https://openalex.org/W2062849404","https://openalex.org/W2114295658","https://openalex.org/W1493911607","https://openalex.org/W2611968102","https://openalex.org/W2018458992"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1,61,64,69,72,80],"classifiers":[2],"(AMC)":[3],"are":[4,34,67],"one":[5],"of":[6,11,87],"the":[7,60,85,88],"basic":[8],"building":[9],"blocks":[10],"electronic":[12],"warfare":[13],"receivers":[14],"and":[15,58,77,92],"cognitive":[16],"radios.":[17],"Although":[18],"many":[19],"research":[20],"papers":[21],"on":[22,31],"AMC":[23,41,50,90],"algorithms":[24],"have":[25],"been":[26],"published,":[27],"very":[28],"few":[29],"results":[30,83],"their":[32],"implementation":[33],"available.":[35],"This":[36],"paper":[37],"presents":[38],"a":[39,44,55],"feature-based":[40],"built":[42],"upon":[43],"software-defined":[45],"radio":[46],"platform.":[47],"The":[48,63],"developed":[49,89],"can":[51],"detect":[52],"signals":[53],"over":[54],"broad":[56],"spectrum":[57],"classify":[59],"used.":[62],"schemes":[65],"considered":[66],"amplitude":[68,79],"(AM),":[70],"frequency":[71],"(FM),":[73],"phase-shift":[74],"keying":[75],"(PSK),":[76],"quadrature":[78],"(QAM).":[81],"Experimental":[82],"demonstrate":[84],"validity":[86],"algorithm":[91],"its":[93],"implementation.":[94]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
