{"id":"https://openalex.org/W4396790431","doi":"https://doi.org/10.1109/aims61812.2024.10512531","title":"Neural Network-based System Identification: A Comprehensive FPGA Design and Implementation","display_name":"Neural Network-based System Identification: A Comprehensive FPGA Design and Implementation","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4396790431","doi":"https://doi.org/10.1109/aims61812.2024.10512531"},"language":"en","primary_location":{"id":"doi:10.1109/aims61812.2024.10512531","doi":"https://doi.org/10.1109/aims61812.2024.10512531","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aims61812.2024.10512531","pdf_url":null,"source":{"id":"https://openalex.org/S7407096941","display_name":"IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4396790431"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5041701052","display_name":"Saif Hasan Abdulnabi","orcid":"https://orcid.org/0000-0001-6458-6811","observed_orcids":["https://orcid.org/0000-0001-6458-6811"]},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]},{"id":"https://openalex.org/I4401041618","display_name":"Imam Ja\u2019afar Al-Sadiq University","ror":"https://ror.org/02477a553","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4401041618"]},{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Saif Hasan Abdulnabi","raw_affiliation_strings":["University of Kufa,Faculty of Engineering,Department of Electronic and Communications Engineering,Najaf,Iraq,54001","Department of Computer Techniques Engineering, Information Technology College, Imam Ja'afar Al-Sadiq University, Najaf, Iraq","Department of Electrical Engineering, College of Engineering, University of Baghdad, Al-Jadriya, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kufa,Faculty of Engineering,Department of Electronic and Communications Engineering,Najaf,Iraq,54001","institution_ids":["https://openalex.org/I47229656"]},{"raw_affiliation_string":"Department of Computer Techniques Engineering, Information Technology College, Imam Ja'afar Al-Sadiq University, Najaf, Iraq","institution_ids":["https://openalex.org/I4401041618"]},{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, University of Baghdad, Al-Jadriya, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092265911","display_name":"Yousif Samer Mudhafar","orcid":"https://orcid.org/0000-0003-4960-7973","observed_orcids":["https://orcid.org/0000-0003-4960-7973"]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]},{"id":"https://openalex.org/I4405259362","display_name":"Islamic University of Najaf","ror":"https://ror.org/024dzaa63","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405259362"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yousif Samer Mudhafar","raw_affiliation_strings":["College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","institution_ids":["https://openalex.org/I4405259362"]},{"raw_affiliation_string":"Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq","institution_ids":["https://openalex.org/I3131779051","https://openalex.org/I4405259362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111192899","display_name":"Ali Abdulhassan Kadhim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]},{"id":"https://openalex.org/I4405259362","display_name":"Islamic University of Najaf","ror":"https://ror.org/024dzaa63","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405259362"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Abdulhassan Kadhim","raw_affiliation_strings":["College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","institution_ids":["https://openalex.org/I4405259362"]},{"raw_affiliation_string":"Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq","institution_ids":["https://openalex.org/I3131779051","https://openalex.org/I4405259362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097353589","display_name":"Mohammad Baqer Mahdi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]},{"id":"https://openalex.org/I4405259362","display_name":"Islamic University of Najaf","ror":"https://ror.org/024dzaa63","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405259362"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohammad Baqer Mahdi","raw_affiliation_strings":["College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","institution_ids":["https://openalex.org/I4405259362"]},{"raw_affiliation_string":"Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq","institution_ids":["https://openalex.org/I3131779051","https://openalex.org/I4405259362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5097353590","display_name":"Hassan Hadi Sojar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3131779051","display_name":"Iraqi University","ror":"https://ror.org/01wfhkb67","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131779051"]},{"id":"https://openalex.org/I4405259362","display_name":"Islamic University of Najaf","ror":"https://ror.org/024dzaa63","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405259362"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Hassan Hadi Sojar","raw_affiliation_strings":["College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technical Engineering, The Islamic University,Computer Techniques Engineering Department,Najaf,Iraq","institution_ids":["https://openalex.org/I4405259362"]},{"raw_affiliation_string":"Computer Techniques Engineering Department, College of Technical Engineering, The Islamic University, Najaf, Iraq","institution_ids":["https://openalex.org/I3131779051","https://openalex.org/I4405259362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3408,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92031686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13292","display_name":"Embedded Systems and FPGA Applications","score":0.6201000213623047,"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/T13292","display_name":"Embedded Systems and FPGA Applications","score":0.6201000213623047,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.16609999537467957,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12941","display_name":"Embedded Systems and FPGA Design","score":0.08370000123977661,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/system-identification","display_name":"system identification","score":0.8889999985694885},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9229999780654907},{"id":"https://openalex.org/keywords/fpga-implementation","display_name":"FPGA implementation","score":0.9559999704360962},{"id":"https://openalex.org/keywords/hardware-software-co-simulation","display_name":"hardware/software co-simulation","score":0.7639999985694885},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"hardware acceleration","score":0.43799999356269836}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.9088777303695679},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.828004002571106},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.7861701250076294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219155430793762},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6785239577293396},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5932726263999939},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5090236663818359},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4994819164276123},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43761271238327026},{"id":"https://openalex.org/C114237110","wikidata":"https://www.wikidata.org/wiki/Q114901","display_name":"Gate array","level":3,"score":0.4148407578468323},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34438034892082214},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2962401509284973},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.17073795199394226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11863395571708679},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08414778113365173},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aims61812.2024.10512531","doi":"https://doi.org/10.1109/aims61812.2024.10512531","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aims61812.2024.10512531","pdf_url":null,"source":{"id":"https://openalex.org/S7407096941","display_name":"IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W136674180","https://openalex.org/W1515777901","https://openalex.org/W2094756095","https://openalex.org/W2289279978","https://openalex.org/W2739680468","https://openalex.org/W3006111528","https://openalex.org/W4249924554","https://openalex.org/W4289420954"],"related_works":["https://openalex.org/W2289279978","https://openalex.org/W3006111528","https://openalex.org/W1994183930","https://openalex.org/W1587934423","https://openalex.org/W1605674136","https://openalex.org/W2057466975","https://openalex.org/W1415329697","https://openalex.org/W2350946977","https://openalex.org/W2020699332","https://openalex.org/W2553751371"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"are":[2,140],"more":[3],"commonly":[4],"used":[5],"to":[6,22,56,142],"identify":[7],"systems":[8],"for":[9],"system":[10,30,101,107,111,127],"diagnostics":[11],"without":[12],"fully":[13],"implementing":[14],"and":[15,24,31,48,72,108,112,119],"building":[16],"the":[17,26,61,64,68,75,83,87,95,99,104,109,113,116],"system.":[18],"The":[19,51,122],"project":[20,131],"aims":[21],"design":[23],"implement":[25,32],"neural":[27],"network":[28],"identification":[29,105,128],"it":[33],"based":[34],"on":[35],"a":[36,134],"Field":[37],"Programmable":[38],"Gate":[39],"Array":[40],"(FPGA)":[41],"by":[42,81,93],"interfacing":[43],"between":[44,70,115],"MATLAB":[45,71],"/":[46],"Simulink":[47],"Xilinx":[49],"programs.":[50],"work":[52],"was":[53,78],"done":[54,80],"thanks":[55],"God":[57],"through":[58,63,67],"two":[59],"methods:":[60],"first":[62],"simulation":[65,84,117,138],"method":[66,77],"coupling":[69],"Xilinx.":[73],"While":[74],"second":[76],"practically":[79],"loading":[82],"designs":[85],"onto":[86],"FPGA.":[88],"Work":[89],"performance":[90],"is":[91,146],"measured":[92],"subtracting":[94],"value":[96],"resulting":[97],"from":[98],"actual":[100],"operation":[102],"of":[103,124],"signal":[106],"simplified":[110],"difference":[114],"result":[118],"practical":[120,143],"result.":[121],"use":[123],"FPGA":[125],"with":[126],"in":[129],"this":[130],"gives":[132],"us":[133],"big":[135],"advantage":[136],"that":[137],"results":[139,144],"equal":[141],"(difference":[145],"zero).":[147]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-05-11T00:00:00"}
