{"id":"https://openalex.org/W2957267905","doi":"https://doi.org/10.1109/icc.2019.8761952","title":"A Neural Network Aided Approach for LDPC Coded DCO-OFDM with Clipping Distortion","display_name":"A Neural Network Aided Approach for LDPC Coded DCO-OFDM with Clipping Distortion","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2957267905","doi":"https://doi.org/10.1109/icc.2019.8761952","mag":"2957267905"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2019.8761952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2019.8761952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2019 - 2019 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5051088509","display_name":"Yuan He","orcid":"https://orcid.org/0000-0002-3681-1900"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan He","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006606","display_name":"Ming Jiang","orcid":"https://orcid.org/0000-0001-9952-6990"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Jiang","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051879423","display_name":"Xintong Ling","orcid":"https://orcid.org/0000-0001-7033-395X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintong Ling","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036568860","display_name":"Chunming Zhao","orcid":"https://orcid.org/0000-0002-2624-7322"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunming Zhao","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, P. R. China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9995999932289124,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9995999932289124,"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":0.9993000030517578,"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/T11873","display_name":"PAPR reduction in OFDM","score":0.998199999332428,"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/clipping","display_name":"Clipping (morphology)","score":0.7376987934112549},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.7276554107666016},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6709147095680237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6174026727676392},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5644091367721558},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3674977123737335},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32686689496040344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2429177165031433},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2216445803642273},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.15834647417068481},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11163553595542908},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.06562209129333496}],"concepts":[{"id":"https://openalex.org/C2776848632","wikidata":"https://www.wikidata.org/wiki/Q853463","display_name":"Clipping (morphology)","level":2,"score":0.7376987934112549},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7276554107666016},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6709147095680237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6174026727676392},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5644091367721558},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3674977123737335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32686689496040344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2429177165031433},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2216445803642273},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.15834647417068481},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11163553595542908},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.06562209129333496},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2019.8761952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2019.8761952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2019 - 2019 IEEE International Conference on Communications (ICC)","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":26,"referenced_works":["https://openalex.org/W1487954434","https://openalex.org/W1548456457","https://openalex.org/W1663973292","https://openalex.org/W1977915375","https://openalex.org/W2005598207","https://openalex.org/W2009086942","https://openalex.org/W2009792490","https://openalex.org/W2084051640","https://openalex.org/W2105580634","https://openalex.org/W2108656301","https://openalex.org/W2116514853","https://openalex.org/W2160390925","https://openalex.org/W2160815625","https://openalex.org/W2217351630","https://openalex.org/W2277757101","https://openalex.org/W2323885041","https://openalex.org/W2565742064","https://openalex.org/W2618746189","https://openalex.org/W2666368276","https://openalex.org/W2775711235","https://openalex.org/W2785851301","https://openalex.org/W2795652753","https://openalex.org/W2962956060","https://openalex.org/W2963889719","https://openalex.org/W6738709550","https://openalex.org/W6749645478"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W2125564215","https://openalex.org/W3097525855","https://openalex.org/W1986382998","https://openalex.org/W2517776947","https://openalex.org/W2084482193","https://openalex.org/W2550283967","https://openalex.org/W2063393180","https://openalex.org/W2310122400"],"abstract_inverted_index":{"In":[0],"visible":[1],"light":[2],"communications":[3],"(VLC),":[4],"a":[5,61,75,95,98],"neural":[6],"network-aided":[7],"bit-interleaved":[8],"coded":[9,23],"modulation":[10],"(NN-BICM)":[11],"receiver":[12,103],"is":[13,43,104],"designed":[14],"to":[15,48],"mitigate":[16],"the":[17,21,34,39,50,54,71,79,87,108,112,120,124,128,141,152],"clipping":[18],"distortion":[19],"for":[20],"LDPC":[22,125],"DC":[24],"biased":[25],"optical":[26],"orthogonal":[27],"frequency":[28],"division":[29],"multiplexing":[30],"(DCO-OFDM)":[31],"systems.":[32],"Taking":[33],"cross-entropy":[35],"as":[36],"loss":[37],"function,":[38,57],"feed":[40],"forward":[41],"network":[42,69],"trained":[44],"by":[45,106],"backprop-agation":[46],"algorithm":[47],"output":[49],"condition":[51,109],"probability":[52,110,116],"through":[53],"softmax":[55],"activation":[56],"thereby":[58],"assisting":[59],"in":[60,123,151],"modified":[62],"log-likelihood":[63],"ratio":[64],"(LLR)":[65],"improvement.":[66],"This":[67],"feed-forward":[68],"simplifies":[70],"input":[72],"layer":[73],"with":[74,111],"single":[76],"symbol":[77],"and":[78,133,148,156],"corresponding":[80],"Gaussian":[81],"variance":[82],"instead":[83],"of":[84,114,154],"focusing":[85],"on":[86],"inter-carrier":[88],"interference":[89],"over":[90,140],"multiple":[91],"subcarriers.":[92,159],"To":[93],"achieve":[94,136],"further":[96],"gain,":[97],"staked":[99],"NN-BICM":[100,132],"(S-NN-BICM)":[101],"iterative":[102],"proposed":[105],"calculating":[107],"aid":[113],"apriori":[115],"that":[117],"derived":[118],"from":[119],"extrinsic":[121],"LLRs":[122],"decoder":[126],"at":[127],"previous":[129],"iteration.":[130],"Both":[131],"S-NN-BICM":[134],"schemes":[135],"significant":[137],"performance":[138],"gains":[139],"existing":[142],"counterparts,":[143],"especially":[144],"more":[145],"than":[146],"0.8":[147],"1.4":[149],"dB":[150],"case":[153],"16-QAM":[155],"511":[157],"occupied":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}