{"id":"https://openalex.org/W2342028233","doi":"https://doi.org/10.1515/jisys-2015-0033","title":"Split FTDNN-DFE Equalizer for Complex Non-linear Wireless Channels with NARMA Approximation","display_name":"Split FTDNN-DFE Equalizer for Complex Non-linear Wireless Channels with NARMA Approximation","publication_year":2016,"publication_date":"2016-04-21","ids":{"openalex":"https://openalex.org/W2342028233","doi":"https://doi.org/10.1515/jisys-2015-0033","mag":"2342028233"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2015-0033","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0033","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/jisys-2015-0033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004161054","display_name":"Murchana Baruah","orcid":null},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Murchana Baruah","raw_affiliation_strings":["ECE, Gauhati University, Guwahati, Assam 781014, India","1ECE, Gauhati University, Guwahati, Assam 781014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE, Gauhati University, Guwahati, Assam 781014, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"1ECE, Gauhati University, Guwahati, Assam 781014, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071074814","display_name":"Aradhana Misra","orcid":"https://orcid.org/0000-0001-5328-9766"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aradhana Misra","raw_affiliation_strings":["ECE, Gauhati University, Guwahati, Assam 781014, India","1ECE, Gauhati University, Guwahati, Assam 781014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE, Gauhati University, Guwahati, Assam 781014, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"1ECE, Gauhati University, Guwahati, Assam 781014, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025157529","display_name":"Kandarpa Kumar Sarma","orcid":"https://orcid.org/0000-0002-6236-0461"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kandarpa Kumar Sarma","raw_affiliation_strings":["Department of Electronics and Communication Technology, Gauhati University, Gopinath Bordoloi Nagar, Guwahati, Assam 781014, India , e-mail:","2Department of Electronics and Communication Technology, Gauhati University, Gopinath Bordoloi Nagar, Guwahati, Assam 781014, India, e-mail: kandarpaks@yahoo.co.in"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Technology, Gauhati University, Gopinath Bordoloi Nagar, Guwahati, Assam 781014, India , e-mail:","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"2Department of Electronics and Communication Technology, Gauhati University, Gopinath Bordoloi Nagar, Guwahati, Assam 781014, India, e-mail: kandarpaks@yahoo.co.in","institution_ids":["https://openalex.org/I138537684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025157529"],"corresponding_institution_ids":["https://openalex.org/I138537684"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.3087,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59703966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"26","issue":"1","first_page":"87","last_page":"107"},"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":0.9994999766349792,"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":0.9993000030517578,"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":0.6575368642807007},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5997756719589233},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5684633255004883},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.5393284559249878},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.539198637008667},{"id":"https://openalex.org/keywords/moving-average","display_name":"Moving average","score":0.5268394351005554},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4901038110256195},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.47090697288513184},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42181092500686646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4192246198654175},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4168045222759247},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.39450299739837646},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29522615671157837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27450311183929443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23454788327217102},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15998169779777527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6575368642807007},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5997756719589233},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5684633255004883},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.5393284559249878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.539198637008667},{"id":"https://openalex.org/C175706884","wikidata":"https://www.wikidata.org/wiki/Q1130194","display_name":"Moving average","level":2,"score":0.5268394351005554},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4901038110256195},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.47090697288513184},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42181092500686646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4192246198654175},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4168045222759247},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.39450299739837646},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29522615671157837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27450311183929443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23454788327217102},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15998169779777527},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2015-0033","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0033","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:df3585dab5464e52ad5ca775c23160f3","is_oa":true,"landing_page_url":"https://doaj.org/article/df3585dab5464e52ad5ca775c23160f3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 26, Iss 1, Pp 87-107 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2015-0033","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2015-0033","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1984254978","https://openalex.org/W2011433625","https://openalex.org/W2033646043","https://openalex.org/W2033685429","https://openalex.org/W2086128742","https://openalex.org/W2101369333","https://openalex.org/W2127893101","https://openalex.org/W2151823311","https://openalex.org/W2157293015","https://openalex.org/W2162891073","https://openalex.org/W2311297018"],"related_works":["https://openalex.org/W1931943713","https://openalex.org/W4313886786","https://openalex.org/W301676527","https://openalex.org/W2103028776","https://openalex.org/W3140554627","https://openalex.org/W1757854673","https://openalex.org/W2991224564","https://openalex.org/W4289865786","https://openalex.org/W2172055400","https://openalex.org/W2507345605"],"abstract_inverted_index":{"Abstract":[0],"Time-dependent":[1],"channel":[2,60,81,110],"variations":[3],"in":[4,22,58,64,182,185,210],"wireless":[5],"systems":[6,87],"have":[7],"been":[8],"modeled":[9],"using":[10],"autoregressive":[11],"(AR),":[12],"moving":[13,17],"average,":[14],"and":[15,51,73,100,107,128,151,163,187,196],"AR":[16,71],"average":[18],"(ARMA)":[19],"approaches,":[20],"which":[21,78],"certain":[23],"conditions":[24],"fail":[25],"to":[26,96,113,131,142,158,193,220],"provide":[27,108],"the":[28,33,37,42,45,59,80,126,133,204],"most":[29],"suitable":[30],"description":[31],"of":[32,39,103,136,154,166,174,199,206],"scenarios.":[34],"It":[35],"lowers":[36],"quality":[38],"service,":[40],"increases":[41],"dependence":[43],"on":[44],"traditional":[46,127],"tapped":[47],"delay":[48,178],"line":[49],"model,":[50],"requires":[52],"more":[53],"reference":[54],"symbols":[55],"as":[56],"fading":[57],"increases.":[61],"Non-linear":[62],"attributes":[63],"channels":[65,214],"are":[66,93,125,140,156],"best":[67],"described":[68],"by":[69],"non-linear":[70,74,118,213],"(NAR)":[72],"ARMA":[75],"(NARMA)":[76],"models,":[77],"capture":[79],"state":[82],"information":[83],"(CSI)":[84],"better.":[85],"Learning-based":[86],"like":[88],"artificial":[89],"neural":[90,179],"networks":[91],"(ANN)":[92],"better":[94],"equipped":[95],"deal":[97],"with":[98,117,190],"NAR":[99,162],"NARMA":[101,164],"approximations":[102,165],"channels,":[104],"recover":[105,159],"CSI,":[106],"proper":[109],"estimation":[111],"due":[112],"their":[114],"natural":[115],"association":[116],"computing.":[119],"Though":[120],"decision":[121],"feedback":[122],"equalizers":[123],"(DFE)":[124],"preferred":[129],"approaches":[130],"reduce":[132],"ill":[134],"effects":[135],"channel-induced":[137],"variations,":[138],"these":[139],"unable":[141],"mitigate":[143],"noise-triggered":[144],"responses":[145],"that":[146],"ANNs":[147,155],"can.":[148],"Here,":[149],"DFEs":[150],"special":[152],"forms":[153],"combined":[157],"CSI":[160],"from":[161],"time-varying":[167,212],"channels.":[168],"We":[169],"especially":[170],"configure":[171],"a":[172,191],"class":[173],"fully":[175],"focused":[176],"time":[177],"network":[180],"designed":[181],"split":[183],"form":[184],"unitary":[186],"composite":[188],"modes":[189],"DFE":[192],"track":[194],"real":[195],"imaginary":[197],"components":[198],"signals.":[200],"Experimental":[201],"results":[202],"establish":[203],"effectiveness":[205],"such":[207],"hybrid":[208],"tools":[209],"tracking":[211],"covering":[215],"International":[216],"Telecommunication":[217],"Union":[218],"pedestrian":[219],"vehicular":[221],"conditions.":[222]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2016-06-24T00:00:00"}