{"id":"https://openalex.org/W2012888400","doi":"https://doi.org/10.1109/conielecomp.2014.6808597","title":"Measure-based modeling and FPGA implementation of RF Power Amplifier using a multi-layer perceptron neural network","display_name":"Measure-based modeling and FPGA implementation of RF Power Amplifier using a multi-layer perceptron neural network","publication_year":2014,"publication_date":"2014-02-01","ids":{"openalex":"https://openalex.org/W2012888400","doi":"https://doi.org/10.1109/conielecomp.2014.6808597","mag":"2012888400"},"language":"en","primary_location":{"id":"doi:10.1109/conielecomp.2014.6808597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2014.6808597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Electronics, Communications and Computers (CONIELECOMP)","raw_type":"proceedings-article"},"type":"article","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/A5025740879","display_name":"Jos\u00e9-Cruz Nu\u00f1ez-P\u00e9rez","orcid":"https://orcid.org/0000-0002-8912-8822"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"J. C. Nunez-Perez","raw_affiliation_strings":["Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I59361560"]},{"raw_affiliation_string":"Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033157590","display_name":"Jos\u00e9 Ricardo C\u00e1rdenas-Valdez","orcid":"https://orcid.org/0000-0002-5437-8215"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. R. Cardenas-Valdez","raw_affiliation_strings":["Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I59361560"]},{"raw_affiliation_string":"Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009140241","display_name":"Jos\u00e9 Alejandro Galaviz\u2010Aguilar","orcid":"https://orcid.org/0000-0002-6550-124X"},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. A. Galaviz Aguilar","raw_affiliation_strings":["Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Research Department, National Polytechnic Institute, CITEDI, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I59361560"]},{"raw_affiliation_string":"Res. Dept., Nat. Polytech. Inst., Tijuana, Mexico","institution_ids":["https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113060988","display_name":"Christian Gontrand","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I2800958632","display_name":"Institut des Nanotechnologies de Lyon","ror":"https://ror.org/04jsk0b74","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I2800958632","https://openalex.org/I4210095849","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Gontrand","raw_affiliation_strings":["INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I2800958632","https://openalex.org/I48430043"]},{"raw_affiliation_string":"Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069405217","display_name":"B. Goral","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I2800958632","display_name":"Institut des Nanotechnologies de Lyon","ror":"https://ror.org/04jsk0b74","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I2800958632","https://openalex.org/I4210095849","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"B. Goral","raw_affiliation_strings":["INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I2800958632","https://openalex.org/I48430043"]},{"raw_affiliation_string":"Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112913201","display_name":"Jacques Verdier","orcid":null},"institutions":[{"id":"https://openalex.org/I2800958632","display_name":"Institut des Nanotechnologies de Lyon","ror":"https://ror.org/04jsk0b74","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I2800958632","https://openalex.org/I4210095849","https://openalex.org/I48430043","https://openalex.org/I59692284"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Verdier","raw_affiliation_strings":["INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"INSA de Lyon, Institut des Nanotechnologies de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I2800958632","https://openalex.org/I48430043"]},{"raw_affiliation_string":"Inst. des Nanotechnol. de Lyon, INSA de Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025740879"],"corresponding_institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":0.2093,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57857291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11248","display_name":"Advanced Power Amplifier Design","score":0.9998999834060669,"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/T11248","display_name":"Advanced Power Amplifier Design","score":0.9998999834060669,"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/T10187","display_name":"Radio Frequency Integrated Circuit Design","score":0.9993000030517578,"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/T10099","display_name":"GaN-based semiconductor devices and materials","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6906719207763672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6827867031097412},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.6814146637916565},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6738174557685852},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6385016441345215},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.5992549657821655},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.5687280893325806},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4355413615703583},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41351810097694397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.374281108379364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32262060046195984},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21698296070098877},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.21139615774154663},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18270161747932434},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09670579433441162},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.09201052784919739}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6906719207763672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6827867031097412},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.6814146637916565},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6738174557685852},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6385016441345215},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.5992549657821655},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.5687280893325806},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4355413615703583},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41351810097694397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.374281108379364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32262060046195984},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21698296070098877},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.21139615774154663},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18270161747932434},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09670579433441162},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.09201052784919739},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/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/conielecomp.2014.6808597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2014.6808597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Electronics, Communications and Computers (CONIELECOMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5199999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W2116241688","https://openalex.org/W2129448395","https://openalex.org/W2136141574","https://openalex.org/W2136331353","https://openalex.org/W2151766058","https://openalex.org/W2165745488","https://openalex.org/W2538084198"],"related_works":["https://openalex.org/W2154523322","https://openalex.org/W2083200807","https://openalex.org/W1603137082","https://openalex.org/W2364195017","https://openalex.org/W2355430452","https://openalex.org/W2049983405","https://openalex.org/W2392315374","https://openalex.org/W1951195060","https://openalex.org/W1876592433","https://openalex.org/W2083269738"],"abstract_inverted_index":{"This":[0,38],"paper":[1],"is":[2,40,57],"focused":[3],"on":[4,42,101],"the":[5,33,43,64,85,102,115,120,129,134],"development":[6],"of":[7,10,46,66,87,110,128],"an":[8],"emulation":[9],"a":[11,58,67,124],"Memorial":[12],"Polynomial":[13],"Model":[14],"(MPM)":[15],"for":[16],"Radio":[17],"Frequency":[18],"Power":[19],"Amplifier":[20],"(PA)":[21],"with":[22,114],"Artificial":[23],"Neural":[24],"Network":[25],"(ANN)":[26],"using":[27],"back":[28],"propagation":[29],"algorithm":[30],"(BP)":[31],"considering":[32],"nonlinear":[34],"and":[35,74,97,131],"memory":[36],"effects.":[37],"model":[39],"based":[41],"accurate":[44],"capacities":[45],"artificial":[47],"neural":[48],"networks":[49],"to":[50,61,81,136],"fit":[51],"functions.":[52],"We":[53],"demonstrate":[54],"that":[55],"it":[56],"practical":[59],"tool":[60],"emulate":[62],"precisely":[63,84],"behavior":[65],"power":[68],"amplifier":[69],"since":[70],"its":[71],"measured":[72],"AM-AM":[73],"AM-PM":[75],"conversion":[76],"curve.":[77],"Results":[78],"are":[79,90,99],"given":[80],"show":[82],"how":[83],"characteristics":[86],"three":[88],"amplifiers":[89],"modeled":[91],"thanks":[92],"this":[93],"technique.":[94],"These":[95],"ANN":[96],"MPM":[98],"implemented":[100],"DSP-FPGA":[103],"Development":[104],"Kit,":[105],"Cyclone\u00aeIII":[106],"Edition-Altera.":[107],"The":[108],"reduction":[109],"computational":[111],"complexity":[112],"together":[113],"fast":[116],"processing":[117],"involved":[118],"in":[119],"DSP":[121],"Board":[122],"give":[123],"proper":[125],"behavioural":[126],"modelling":[127],"PA,":[130],"leave":[132],"open":[133],"option":[135],"introduce":[137],"different":[138],"digitally/analogically":[139],"modulated":[140],"signals.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}