{"id":"https://openalex.org/W3012230920","doi":"https://doi.org/10.1109/lcomm.2020.2980832","title":"A Novel Tone Reservation Scheme Based on Deep Learning for PAPR Reduction in OFDM Systems","display_name":"A Novel Tone Reservation Scheme Based on Deep Learning for PAPR Reduction in OFDM Systems","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3012230920","doi":"https://doi.org/10.1109/lcomm.2020.2980832","mag":"3012230920"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2020.2980832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2980832","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-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/A5031813390","display_name":"Benwei Wang","orcid":null},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benwei Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-9611-4787","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068851081","display_name":"Qintuya Si","orcid":"https://orcid.org/0000-0003-0955-4862"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qintuya Si","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0955-4862","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079493679","display_name":"Minglu Jin","orcid":"https://orcid.org/0000-0003-0706-1642"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglu Jin","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0706-1642","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":2.4452,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.89444161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"24","issue":"6","first_page":"1271","last_page":"1274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11873","display_name":"PAPR reduction in OFDM","score":0.9998999834060669,"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/T11873","display_name":"PAPR reduction in OFDM","score":0.9998999834060669,"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/T10232","display_name":"Optical Network Technologies","score":0.9728000164031982,"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9660000205039978,"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/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.889930248260498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7071940302848816},{"id":"https://openalex.org/keywords/reservation","display_name":"Reservation","score":0.6109654307365417},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6001501083374023},{"id":"https://openalex.org/keywords/tone","display_name":"Tone (literature)","score":0.5776593685150146},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5380051136016846},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5321817398071289},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4599650502204895},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4458518624305725},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4407438039779663},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42675361037254333},{"id":"https://openalex.org/keywords/pilot-signal","display_name":"Pilot signal","score":0.4203549027442932},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.4183536767959595},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3390747308731079},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26300209760665894},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25083088874816895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19368445873260498},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14814481139183044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11044904589653015},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09868979454040527}],"concepts":[{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.889930248260498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7071940302848816},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.6109654307365417},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6001501083374023},{"id":"https://openalex.org/C2780583480","wikidata":"https://www.wikidata.org/wiki/Q1366327","display_name":"Tone (literature)","level":2,"score":0.5776593685150146},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5380051136016846},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5321817398071289},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4599650502204895},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4458518624305725},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4407438039779663},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42675361037254333},{"id":"https://openalex.org/C197264572","wikidata":"https://www.wikidata.org/wiki/Q2095206","display_name":"Pilot signal","level":3,"score":0.4203549027442932},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.4183536767959595},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3390747308731079},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26300209760665894},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25083088874816895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19368445873260498},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14814481139183044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11044904589653015},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09868979454040527},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2020.2980832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2020.2980832","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W98472710","https://openalex.org/W1549824996","https://openalex.org/W1997332674","https://openalex.org/W2078803834","https://openalex.org/W2095705004","https://openalex.org/W2112298320","https://openalex.org/W2328099494","https://openalex.org/W2508980752","https://openalex.org/W2779699222","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W2794263489","https://openalex.org/W2042852952","https://openalex.org/W2079273271","https://openalex.org/W3128821627","https://openalex.org/W2010513876","https://openalex.org/W1964199489","https://openalex.org/W2365084086","https://openalex.org/W2755039883","https://openalex.org/W4302040483","https://openalex.org/W1999534317"],"abstract_inverted_index":{"A":[0],"major":[1],"defect":[2],"of":[3,41,53,76],"orthogonal":[4],"frequency":[5],"division":[6],"multiplexing":[7],"(OFDM)":[8],"systems":[9,36],"is":[10,32,64,99],"the":[11,39,42,74,77,85,104],"high":[12],"peak-to-average":[13],"power":[14],"ratio":[15],"(PAPR).":[16],"In":[17],"this":[18],"letter,":[19],"a":[20,51,57,69,89],"novel":[21],"scheme":[22,87],"based":[23],"on":[24],"deep":[25],"leaning,":[26],"called":[27],"tone":[28,43],"reservation":[29,44],"network":[30,63],"(TRNet),":[31],"proposed":[33,86],"for":[34],"OFDM":[35],"to":[37,55,66,73,102],"improve":[38,103],"performance":[40,93],"(TR)":[45],"technique.":[46],"More":[47],"specifically,":[48],"TRNet":[49],"reserves":[50],"part":[52],"tones":[54],"generate":[56,68],"peak-canceling":[58,70],"signal.":[59,79],"The":[60],"feedforward":[61],"neural":[62],"used":[65],"adaptively":[67],"signal":[71],"according":[72],"characteristics":[75],"input":[78],"Computer":[80],"simulation":[81],"results":[82],"show":[83],"that":[84],"provides":[88],"better":[90],"PAPR":[91],"reduction":[92],"with":[94],"fewer":[95],"reserved":[96],"tones,":[97],"which":[98],"also":[100],"beneficial":[101],"bandwidth":[105],"efficiency.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
