{"id":"https://openalex.org/W2521283808","doi":"https://doi.org/10.1109/tnnls.2016.2609001","title":"Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels","display_name":"Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels","publication_year":2016,"publication_date":"2016-09-23","ids":{"openalex":"https://openalex.org/W2521283808","doi":"https://doi.org/10.1109/tnnls.2016.2609001","mag":"2521283808","pmid":"https://pubmed.ncbi.nlm.nih.gov/28113992"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2016.2609001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2609001","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.soton.ac.uk/403719/1/_filestore.soton.ac.uk_users_skr1c15_mydocuments_eprints_ECS_Chen_Comparative_20performance_20of_20Complex_20valued_20B-Spline.pdf","any_repository_has_fulltext":true},"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"]},{"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","SA"],"is_corresponding":false,"raw_author_name":"Sheng Chen","raw_affiliation_strings":["Department of Electronics and Computer Science, University of Southampton, Southampton, U.K","King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6882-600X","affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]},{"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":["Department of Computer Science, University of Reading, Reading, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Reading, Reading, U.K","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 F. 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":"https://orcid.org/0000-0001-6420-3948","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":["Department of Electronics and Computer Science, University of Southampton, Southampton, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Science, University of Southampton, Southampton, U.K","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":1.6038,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85177481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"28","issue":"12","first_page":"2872","last_page":"2884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9998000264167786,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9998000264167786,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9995999932289124,"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/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/b-spline","display_name":"B-spline","score":0.7292025685310364},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6871305704116821},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.6766635179519653},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.5899154543876648},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.552129864692688},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49269822239875793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4684489071369171},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4392382800579071},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4336952269077301},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43182963132858276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21880042552947998},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13195493817329407}],"concepts":[{"id":"https://openalex.org/C15945459","wikidata":"https://www.wikidata.org/wiki/Q2083109","display_name":"B-spline","level":2,"score":0.7292025685310364},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6871305704116821},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.6766635179519653},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.5899154543876648},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.552129864692688},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49269822239875793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4684489071369171},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4392382800579071},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4336952269077301},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43182963132858276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21880042552947998},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13195493817329407},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tnnls.2016.2609001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2609001","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:28113992","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28113992","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:centaur.reading.ac.uk:68339","is_oa":false,"landing_page_url":"https://centaur.reading.ac.uk/view/creators/90000432.html>","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:eprints.soton.ac.uk:403719","is_oa":true,"landing_page_url":"http://doi.org/10.1109/TNNLS.2016.2609001>).","pdf_url":"https://eprints.soton.ac.uk/403719/1/_filestore.soton.ac.uk_users_skr1c15_mydocuments_eprints_ECS_Chen_Comparative_20performance_20of_20Complex_20valued_20B-Spline.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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:eprints.soton.ac.uk:403719","is_oa":true,"landing_page_url":"http://doi.org/10.1109/TNNLS.2016.2609001>).","pdf_url":"https://eprints.soton.ac.uk/403719/1/_filestore.soton.ac.uk_users_skr1c15_mydocuments_eprints_ECS_Chen_Comparative_20performance_20of_20Complex_20valued_20B-Spline.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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2521283808.pdf","grobid_xml":"https://content.openalex.org/works/W2521283808.grobid-xml"},"referenced_works_count":17,"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/W2026855207","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/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W2131662362","https://openalex.org/W2052425187","https://openalex.org/W2766141905","https://openalex.org/W3153287478","https://openalex.org/W3084529718","https://openalex.org/W1566260961","https://openalex.org/W2487825112"],"abstract_inverted_index":{"Complex-valued":[0],"(CV)":[1],"B-spline":[2,27,53,59,99],"neural":[3,28,54,60,80],"network":[4,29,55,61],"approach":[5,62,70,82],"offers":[6],"a":[7,25,42,86],"highly":[8],"effective":[9],"means":[10],"for":[11,103],"identifying":[12,34],"and":[13,35,74,100],"inverting":[14,36],"practical":[15],"Hammerstein":[16,38,114],"systems.":[17],"Compared":[18],"with":[19,65],"its":[20,128],"conventional":[21],"CV":[22,26,37,52,79,98,124,129],"polynomial-based":[23,101,130],"counterpart,":[24],"has":[30],"superior":[31,120],"performance":[32,95,121],"in":[33,85],"systems,":[39],"while":[40],"imposing":[41],"similar":[43],"complexity.":[44],"This":[45],"paper":[46],"reviews":[47],"the":[48,51,66,75,78,93,97,104,119,123],"optimality":[49],"of":[50,58,77,96,112,122],"approach.":[56],"Advantages":[57],"as":[63],"compared":[64],"polynomial":[67],"based":[68],"modeling":[69],"are":[71],"extensively":[72],"discussed,":[73],"effectiveness":[76],"network-based":[81],"is":[83],"demonstrated":[84],"real-world":[87],"application.":[88],"More":[89],"specifically,":[90],"we":[91],"evaluate":[92],"comparative":[94],"approaches":[102],"nonlinear":[105],"iterative":[106],"frequency-domain":[107],"decision":[108],"feedback":[109],"equalization":[110],"(NIFDDFE)":[111],"single-carrier":[113],"channels.":[115],"Our":[116],"results":[117],"confirm":[118],"B-spline-based":[125],"NIFDDFE":[126],"over":[127],"counterpart.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}