{"id":"https://openalex.org/W2606851007","doi":"https://doi.org/10.13164/re.2017.0162","title":"On the Equalization of an OFDM-Based Radio-over-Fiber System Using Neural Networks","display_name":"On the Equalization of an OFDM-Based Radio-over-Fiber System Using Neural Networks","publication_year":2017,"publication_date":"2017-04-13","ids":{"openalex":"https://openalex.org/W2606851007","doi":"https://doi.org/10.13164/re.2017.0162","mag":"2606851007"},"language":"en","primary_location":{"id":"doi:10.13164/re.2017.0162","doi":"https://doi.org/10.13164/re.2017.0162","is_oa":true,"landing_page_url":"https://doi.org/10.13164/re.2017.0162","pdf_url":"https://doi.org/10.13164/re.2017.0162","source":{"id":"https://openalex.org/S6596365","display_name":"Radioengineering","issn_l":"1210-2512","issn":["1210-2512","1805-9600"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314268","host_organization_name":"Spolecnost pro radioelektronicke inzenyrstvi","host_organization_lineage":["https://openalex.org/P4310314268"],"host_organization_lineage_names":["Spolecnost pro radioelektronicke inzenyrstvi"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radioengineering","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2606851007"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.13164/re.2017.0162","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070985292","display_name":"Leila Safari","orcid":"https://orcid.org/0000-0002-2872-0937","observed_orcids":["https://orcid.org/0000-0002-2872-0937"]},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"L. Safari","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007664623","display_name":"Gholamreza Baghersalimi","orcid":"https://orcid.org/0000-0003-1305-1109","observed_orcids":["https://orcid.org/0000-0003-1305-1109"]},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"G. Baghersalimi","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085381601","display_name":"Ali Karami","orcid":"https://orcid.org/0000-0001-7328-6570","observed_orcids":["https://orcid.org/0000-0001-7328-6570"]},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Karami","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Guilan, Rasht, Iran,","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016006671","display_name":"A. Kiani","orcid":"https://orcid.org/0000-0002-4481-7229","observed_orcids":["https://orcid.org/0000-0002-4481-7229"]},"institutions":[{"id":"https://openalex.org/I4402553984","display_name":"Islamic Azad University, Abadan","ror":"https://ror.org/02c1xev33","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4402553984"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Kiani","raw_affiliation_strings":["Dept. of Electrical Engineering, Abadan Branch, Islamic Azad University, Abadan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Abadan Branch, Islamic Azad University, Abadan, Iran","institution_ids":["https://openalex.org/I4402553984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":400,"currency":"EUR","value_usd":431},"apc_paid":{"value":400,"currency":"EUR","value_usd":431},"fwci":0.2236,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.52451251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"26","issue":"1","first_page":"162","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9018999934196472,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9018999934196472,"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":0.02239999920129776,"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":0.021900000050663948,"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/radio-over-fiber","display_name":"radio-over-fiber","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ofdm","display_name":"OFDM","score":0.9549999833106995},{"id":"https://openalex.org/keywords/equalization","display_name":"equalization","score":0.6480000019073486},{"id":"https://openalex.org/keywords/nonlinear-optical-properties","display_name":"nonlinear optical properties","score":0.6159999966621399},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.921999990940094},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.9070000052452087},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"bit error rate","score":0.7139999866485596},{"id":"https://openalex.org/keywords/error-vector-magnitude","display_name":"error vector magnitude","score":1.0},{"id":"https://openalex.org/keywords/computational-complexity","display_name":"computational complexity","score":0.6819999814033508}],"concepts":[{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.7925925254821777},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7911121249198914},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.585018515586853},{"id":"https://openalex.org/C2780113332","wikidata":"https://www.wikidata.org/wiki/Q16045086","display_name":"Radio over fiber","level":3,"score":0.5439273715019226},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5228079557418823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.512677788734436},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.41130784153938293},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3311009705066681},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19207188487052917},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.16226306557655334},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.16099032759666443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14823180437088013},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.10672712326049805},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.13164/re.2017.0162","doi":"https://doi.org/10.13164/re.2017.0162","is_oa":true,"landing_page_url":"https://doi.org/10.13164/re.2017.0162","pdf_url":"https://doi.org/10.13164/re.2017.0162","source":{"id":"https://openalex.org/S6596365","display_name":"Radioengineering","issn_l":"1210-2512","issn":["1210-2512","1805-9600"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314268","host_organization_name":"Spolecnost pro radioelektronicke inzenyrstvi","host_organization_lineage":["https://openalex.org/P4310314268"],"host_organization_lineage_names":["Spolecnost pro radioelektronicke inzenyrstvi"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radioengineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:49366591d16c411b97b9cffe3c48719a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/49366591d16c411b97b9cffe3c48719a","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,"listed_in":[],"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":"Radioengineering, Vol 26, Iss 1, Pp 162-169 (2017)","raw_type":"article"},{"id":"pmh:oai:https://dspace.vut.cz:11012/64721","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/64721","pdf_url":null,"source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.13164/re.2017.0162","doi":"https://doi.org/10.13164/re.2017.0162","is_oa":true,"landing_page_url":"https://doi.org/10.13164/re.2017.0162","pdf_url":"https://doi.org/10.13164/re.2017.0162","source":{"id":"https://openalex.org/S6596365","display_name":"Radioengineering","issn_l":"1210-2512","issn":["1210-2512","1805-9600"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310314268","host_organization_name":"Spolecnost pro radioelektronicke inzenyrstvi","host_organization_lineage":["https://openalex.org/P4310314268"],"host_organization_lineage_names":["Spolecnost pro radioelektronicke inzenyrstvi"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Radioengineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2606851007.pdf","grobid_xml":"https://content.openalex.org/works/W2606851007.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1512510733","https://openalex.org/W1554866322","https://openalex.org/W1941125006","https://openalex.org/W1981004331","https://openalex.org/W2071644830","https://openalex.org/W2079328585","https://openalex.org/W2081828170","https://openalex.org/W2086128742","https://openalex.org/W2104066017","https://openalex.org/W2107424704","https://openalex.org/W2111793236","https://openalex.org/W2124336281","https://openalex.org/W2125305396","https://openalex.org/W2134660459","https://openalex.org/W2163805623","https://openalex.org/W2503860072","https://openalex.org/W2610335499","https://openalex.org/W4235127532","https://openalex.org/W4298328878","https://openalex.org/W4300094521"],"related_works":["https://openalex.org/W4361792529","https://openalex.org/W2134660459","https://openalex.org/W2523692415","https://openalex.org/W3124419798","https://openalex.org/W1967322505","https://openalex.org/W2522720910","https://openalex.org/W2915528200","https://openalex.org/W2567527492","https://openalex.org/W2097377096","https://openalex.org/W4285209570"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2,22],"the":[3,11,24,40,68,88,95],"impact":[4],"of":[5,13,26,46,70,78,90,94],"a":[6],"Radio-over-Fiber":[7],"(RoF)":[8],"subsystem":[9,42],"on":[10],"performance":[12,69],"Orthogonal":[14],"Frequency":[15],"Division":[16],"Multiplexing":[17],"(OFDM)":[18],"system":[19],"is":[20,74],"evaluated.The":[21],"investigates":[23],"use":[25],"Multi-Layered":[27],"Perceptron":[28],"(MLP)":[29],"and":[30,53,60,82],"Radial":[31],"Basis":[32],"Function":[33],"(RBF)":[34],"neural":[35,72,80],"networks":[36],"to":[37,76],"compensate":[38],"for":[39],"optical":[41],"nonlinearities":[43],"in":[44,87],"terms":[45],"bit":[47],"error":[48,50],"rate,":[49],"vector":[51],"magnitude,":[52],"computational":[54],"complexity.The":[55],"Bit":[56],"Error":[57,61],"Rate":[58],"(BER)":[59],"Vector":[62],"Magnitude":[63],"(EVM)":[64],"results":[65],"show":[66],"that":[67,77],"MLP":[71],"network":[73,81],"superior":[75],"RBF":[79],"time-multiplexed":[83],"pilot-based":[84],"equalizer":[85],"especially":[86],"case":[89],"highly":[91],"nonlinear":[92],"behavior":[93],"RoF":[96],"subsystem.":[97]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2017-04-28T00:00:00"}
