{"id":"https://openalex.org/W4401692198","doi":"https://doi.org/10.1109/isit57864.2024.10619487","title":"Neural Network Equalizers and Successive Interference Cancellation for Bandlimited Channels with a Nonlinearity","display_name":"Neural Network Equalizers and Successive Interference Cancellation for Bandlimited Channels with a Nonlinearity","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4401692198","doi":"https://doi.org/10.1109/isit57864.2024.10619487"},"language":"en","primary_location":{"id":"doi:10.1109/isit57864.2024.10619487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","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/A5042513947","display_name":"Daniel Plabst","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Plabst","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026178582","display_name":"Tobias Prinz","orcid":"https://orcid.org/0000-0002-9216-8075"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Prinz","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085141685","display_name":"Francesca Diedolo","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Francesca Diedolo","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062966516","display_name":"Thomas Wiegart","orcid":"https://orcid.org/0000-0002-8498-6035"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Wiegart","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018466867","display_name":"Georg B\u00f6cherer","orcid":"https://orcid.org/0000-0001-9418-9921"},"institutions":[{"id":"https://openalex.org/I4210166625","display_name":"Huawei German Research Center","ror":"https://ror.org/00z59w514","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353","https://openalex.org/I4210166625"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg B\u00f6cherer","raw_affiliation_strings":["Huawei Munich Research Center,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Munich Research Center,Germany","institution_ids":["https://openalex.org/I4210166625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044526073","display_name":"Norbert Hanik","orcid":"https://orcid.org/0009-0000-0329-1091"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Hanik","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047591578","display_name":"Gerhard Kramer","orcid":"https://orcid.org/0000-0002-3904-9181"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Kramer","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich,Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1197","last_page":"1202"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/bandlimiting","display_name":"Bandlimiting","score":0.844095766544342},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.6190670132637024},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5959041118621826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579647421836853},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5418137311935425},{"id":"https://openalex.org/keywords/equalizer","display_name":"Equalizer","score":0.535968542098999},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5000996589660645},{"id":"https://openalex.org/keywords/adjacent-channel-interference","display_name":"Adjacent-channel interference","score":0.44447270035743713},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.42446184158325195},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3663993179798126},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30749326944351196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2047678530216217},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18549060821533203},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09501886367797852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09472504258155823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09469488263130188},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.055705368518829346}],"concepts":[{"id":"https://openalex.org/C129997835","wikidata":"https://www.wikidata.org/wiki/Q806263","display_name":"Bandlimiting","level":3,"score":0.844095766544342},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.6190670132637024},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5959041118621826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579647421836853},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5418137311935425},{"id":"https://openalex.org/C67545415","wikidata":"https://www.wikidata.org/wiki/Q5384218","display_name":"Equalizer","level":3,"score":0.535968542098999},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5000996589660645},{"id":"https://openalex.org/C134222854","wikidata":"https://www.wikidata.org/wiki/Q4683140","display_name":"Adjacent-channel interference","level":4,"score":0.44447270035743713},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.42446184158325195},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3663993179798126},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30749326944351196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2047678530216217},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18549060821533203},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09501886367797852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09472504258155823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09469488263130188},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.055705368518829346},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit57864.2024.10619487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","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":47,"referenced_works":["https://openalex.org/W119795922","https://openalex.org/W1522301498","https://openalex.org/W1607198972","https://openalex.org/W1815076433","https://openalex.org/W1968626661","https://openalex.org/W2009276460","https://openalex.org/W2045407304","https://openalex.org/W2060183743","https://openalex.org/W2071786386","https://openalex.org/W2080918425","https://openalex.org/W2088185204","https://openalex.org/W2095197116","https://openalex.org/W2098470405","https://openalex.org/W2099111195","https://openalex.org/W2101397645","https://openalex.org/W2108656301","https://openalex.org/W2119043701","https://openalex.org/W2119411189","https://openalex.org/W2122514005","https://openalex.org/W2128133840","https://openalex.org/W2129881681","https://openalex.org/W2130969645","https://openalex.org/W2136905415","https://openalex.org/W2139490030","https://openalex.org/W2160390925","https://openalex.org/W2163619651","https://openalex.org/W2165808853","https://openalex.org/W2415922876","https://openalex.org/W2516436674","https://openalex.org/W2619049573","https://openalex.org/W2761315682","https://openalex.org/W2916274980","https://openalex.org/W2947900296","https://openalex.org/W2972747336","https://openalex.org/W3017498093","https://openalex.org/W3022249012","https://openalex.org/W3098303578","https://openalex.org/W3105881454","https://openalex.org/W3129230979","https://openalex.org/W3213513956","https://openalex.org/W4212863985","https://openalex.org/W4286579122","https://openalex.org/W4382987095","https://openalex.org/W4389041157","https://openalex.org/W4401692198","https://openalex.org/W6634822955","https://openalex.org/W6860791316"],"related_works":["https://openalex.org/W1764296696","https://openalex.org/W2963918445","https://openalex.org/W2098021949","https://openalex.org/W2539466918","https://openalex.org/W2002582289","https://openalex.org/W2117519826","https://openalex.org/W2914520773","https://openalex.org/W2155166937","https://openalex.org/W2033390787","https://openalex.org/W1723464215"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"(NNs)":[2],"inspired":[3],"by":[4],"the":[5,31,60],"forward-backward":[6],"algorithm":[7],"(FBA)":[8],"are":[9,22],"used":[10],"as":[11],"equalizers":[12],"for":[13,51],"bandlimited":[14],"channels":[15],"with":[16,24,40,56],"a":[17],"memoryless":[18],"nonlinearity.":[19],"The":[20],"NN-equalizers":[21],"combined":[23],"successive":[25],"interference":[26],"cancellation":[27],"(SIC)":[28],"to":[29],"approach":[30],"information":[32],"rates":[33],"of":[34],"joint":[35],"detection":[36,58],"and":[37,46],"decoding":[38],"(JDD)":[39],"considerably":[41],"less":[42],"complexity":[43],"than":[44],"JDD":[45],"other":[47],"existing":[48],"equalizers.":[49],"Simulations":[50],"short-haul":[52],"optical":[53],"fiber":[54],"links":[55],"square-law":[57],"illustrate":[59],"gains.":[61]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}