{"id":"https://openalex.org/W2491263806","doi":"https://doi.org/10.1109/ijcnn.2016.7727733","title":"Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems","display_name":"Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2491263806","doi":"https://doi.org/10.1109/ijcnn.2016.7727733","mag":"2491263806"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2016.7727733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","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/A5100320969","display_name":"Sheng Chen","orcid":"https://orcid.org/0000-0001-6882-600X"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sheng Chen","raw_affiliation_strings":["King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714793","display_name":"Xia Hong","orcid":"https://orcid.org/0000-0002-6832-2298"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xia Hong","raw_affiliation_strings":["School of Systems Engineering, University of Reading, Reading, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Engineering, University of Reading, Reading, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072720196","display_name":"Emad Khalaf","orcid":"https://orcid.org/0000-0002-3003-8881"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Emad Khalaf","raw_affiliation_strings":["Electrical and Computer Engineering Department, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080263475","display_name":"Fuad E. Alsaadi","orcid":"https://orcid.org/0000-0001-6420-3948"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fuad E. Alsaadi","raw_affiliation_strings":["Electrical and Computer Engineering Department, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067133312","display_name":"C.J. Harris","orcid":"https://orcid.org/0000-0002-8504-9043"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris J. Harris","raw_affiliation_strings":["Electronics and Computer Science, University of Southampton, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7356,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94023357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"4097","last_page":"4104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9990000128746033,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.6815618276596069},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.6790180206298828},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.6035487651824951},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5955644249916077},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.5690600275993347},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.4563828110694885},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3735524117946625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24400150775909424},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.23436063528060913},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22028887271881104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13005173206329346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815618276596069},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.6790180206298828},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.6035487651824951},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5955644249916077},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.5690600275993347},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.4563828110694885},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3735524117946625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24400150775909424},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.23436063528060913},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22028887271881104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13005173206329346},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2016.7727733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:398232","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/398232/1/ijcnn2016.pdf","pdf_url":"https://eprints.soton.ac.uk/398232/1/ijcnn2016.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:centaur.reading.ac.uk:66754","is_oa":false,"landing_page_url":"http://centaur.reading.ac.uk/66754/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402273","display_name":"CentAUR (University of Reading)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71052956","host_organization_name":"University of Reading","host_organization_lineage":["https://openalex.org/I71052956"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W35322266","https://openalex.org/W107391117","https://openalex.org/W1939532693","https://openalex.org/W1971620359","https://openalex.org/W2015925977","https://openalex.org/W2016024606","https://openalex.org/W2021075269","https://openalex.org/W2030845052","https://openalex.org/W2082776276","https://openalex.org/W2087152978","https://openalex.org/W2122432268","https://openalex.org/W2123105105","https://openalex.org/W2145769722","https://openalex.org/W2162870748","https://openalex.org/W2163982637","https://openalex.org/W2492322411"],"related_works":["https://openalex.org/W2277948963","https://openalex.org/W2352178434","https://openalex.org/W1984561329","https://openalex.org/W2535355409","https://openalex.org/W2169332790","https://openalex.org/W2008561510","https://openalex.org/W2950272089","https://openalex.org/W2372385147","https://openalex.org/W2035481721","https://openalex.org/W1804663541"],"abstract_inverted_index":{"Complex-valued":[0],"(CV)":[1],"B-spline":[2,27,54,74,94],"neural":[3,28,55,75,95,113],"network":[4,29,56,76,96,114],"approach":[5,57,78,97,104],"offers":[6],"a":[7,42,65,72,120],"highly":[8],"effective":[9],"means":[10],"for":[11,64,79],"identification":[12],"and":[13,35,58,108],"inversion":[14],"of":[15,52,88,93,111],"Hammerstein":[16,38,90],"systems.":[17],"Compared":[18],"to":[19,100],"its":[20,60],"conventional":[21],"CV":[22,26,37,53,73,112],"polynomial":[23,101],"based":[24,77,102,115],"counterpart,":[25],"has":[30],"superior":[31],"performance":[32],"in":[33,119],"identifying":[34],"inverting":[36],"systems,":[39],"while":[40],"imposing":[41],"similar":[43],"complexity.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,70],"review":[49],"the":[50,80,109],"optimality":[51],"demonstrate":[59],"excellent":[61],"approximation":[62],"capability":[63],"real-world":[66],"application.":[67],"More":[68],"specifically,":[69],"develop":[71],"nonlinear":[81],"iterative":[82],"frequency-domain":[83],"decision":[84],"feedback":[85],"equalization":[86],"(NIFDDFE)":[87],"single-carrier":[89],"channels.":[91],"Advantages":[92],"as":[98],"compared":[99],"modeling":[103],"are":[105],"extensively":[106],"discussed,":[107],"effectiveness":[110],"NIFDDFE":[116],"is":[117],"demonstrated":[118],"simulation":[121],"study.":[122]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}