{"id":"https://openalex.org/W4409536576","doi":"https://doi.org/10.1109/access.2025.3562066","title":"A Novel PAPR Reduction Scheme Based on Deep Autoencoder Network for FBMC Systems","display_name":"A Novel PAPR Reduction Scheme Based on Deep Autoencoder Network for FBMC Systems","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409536576","doi":"https://doi.org/10.1109/access.2025.3562066"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3562066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562066","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3562066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107985029","display_name":"Xing Cheng","orcid":"https://orcid.org/0000-0002-7321-3889"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Cheng","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7321-3889","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085346370","display_name":"Deli Chen","orcid":"https://orcid.org/0000-0003-3631-6253"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deli Chen","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659186","display_name":"Shuaishuai Li","orcid":"https://orcid.org/0009-0003-4115-3302"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaishuai Li","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-4115-3302","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083035634","display_name":"Shanbao He","orcid":"https://orcid.org/0009-0008-0633-071X"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanbao He","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-0633-071X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116424107","display_name":"Kong Dejin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejin Kong","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan, China","School of Electronic and Electrical Engineering, Wuhan Textile University,, China"],"raw_orcid":"https://orcid.org/0000-0001-7119-9895","affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Wuhan Textile University,, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6056,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83076391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"68948","last_page":"68958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11873","display_name":"PAPR reduction in OFDM","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9157999753952026,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9142000079154968,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.7459264993667603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6329477429389954},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6139955520629883},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6136506199836731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2791668772697449},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.21072885394096375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12255740165710449}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.7459264993667603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6329477429389954},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6139955520629883},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6136506199836731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2791668772697449},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21072885394096375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12255740165710449},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3562066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562066","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:678c4448230241fc87fe49f3e61edf69","is_oa":true,"landing_page_url":"https://doaj.org/article/678c4448230241fc87fe49f3e61edf69","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 68948-68958 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3562066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3562066","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G117990563","display_name":null,"funder_award_id":"2208085UQ01","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G2162703783","display_name":null,"funder_award_id":"62001333","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3807251115","display_name":null,"funder_award_id":"2208085UQ01","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null},{"id":"https://openalex.org/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2044870179","https://openalex.org/W2048232811","https://openalex.org/W2080352745","https://openalex.org/W2117550857","https://openalex.org/W2137983211","https://openalex.org/W2144996271","https://openalex.org/W2189613139","https://openalex.org/W2328099494","https://openalex.org/W2513329086","https://openalex.org/W2603557827","https://openalex.org/W2615319161","https://openalex.org/W2734408173","https://openalex.org/W2779699222","https://openalex.org/W2784033479","https://openalex.org/W2799751978","https://openalex.org/W2801699435","https://openalex.org/W2804483632","https://openalex.org/W2898582621","https://openalex.org/W2911696931","https://openalex.org/W2963190722","https://openalex.org/W2972562323","https://openalex.org/W3010815612","https://openalex.org/W3040670460","https://openalex.org/W3138744258","https://openalex.org/W4390738311","https://openalex.org/W4399528391"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394"],"abstract_inverted_index":{"Filter":[0],"bank":[1],"multicarrier":[2],"(FBMC)":[3],"is":[4],"a":[5,62,77,108],"crucial":[6],"complementary":[7],"waveform":[8],"to":[9,46,50,87,116,120],"orthogonal":[10],"frequency-division":[11],"multiplexing":[12],"(OFDM)":[13],"in":[14,83],"future":[15],"communication":[16],"systems.":[17,72],"However,":[18],"FBMC":[19,47,55,71,92],"systems":[20,41,48],"also":[21],"suffer":[22],"from":[23],"the":[24,51,84,89,96,103],"drawback":[25],"of":[26,54,91,112],"an":[27],"excessively":[28],"high":[29],"peak-to-average":[30],"power":[31],"ratio":[32],"(PAPR).":[33],"Moreover,":[34],"PAPR":[35,67,90,109],"reduction":[36,68,110],"methods":[37],"designed":[38],"for":[39,70],"OFDM":[40],"cannot":[42],"be":[43],"directly":[44],"applied":[45],"due":[49],"overlapping":[52],"nature":[53],"symbols.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"propose":[61],"novel":[63],"deep":[64,78],"learning":[65],"(DL)-based":[66],"scheme":[69,106],"This":[73],"innovative":[74],"approach":[75],"employs":[76],"denoising":[79],"autoencoder":[80],"(DAE)":[81],"network":[82],"time":[85],"domain":[86],"suppress":[88],"signals":[93],"and":[94,132],"reconstruct":[95],"ideal":[97],"signal.":[98],"Simulation":[99],"results":[100],"demonstrate":[101],"that":[102],"proposed":[104],"DAE-PAPR":[105],"achieves":[107],"gain":[111],"approximately":[113],"2.3":[114],"dB":[115,118],"4.5":[117],"compared":[119],"conventional":[121],"state-of-the-art":[122],"methods,":[123],"while":[124],"maintaining":[125],"excellent":[126],"bit":[127],"error":[128],"rate":[129],"(BER)":[130],"performance":[131],"out-of-band":[133],"energy":[134],"leakage":[135],"characteristics.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}