{"id":"https://openalex.org/W3109974605","doi":"https://doi.org/10.1109/icce-taiwan49838.2020.9258213","title":"FBG Sensor Signal Detection Technique Using Multilayer Perceptron Approach for Internet of Things (IoT) Application","display_name":"FBG Sensor Signal Detection Technique Using Multilayer Perceptron Approach for Internet of Things (IoT) Application","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3109974605","doi":"https://doi.org/10.1109/icce-taiwan49838.2020.9258213","mag":"3109974605"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan49838.2020.9258213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan49838.2020.9258213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5040623794","display_name":"Amare Mulatie Dehnaw","orcid":"https://orcid.org/0000-0002-7831-1728"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"A. M. Dehnaw","raw_affiliation_strings":["Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018956031","display_name":"Yibeltal Chanie Manie","orcid":"https://orcid.org/0000-0002-9584-661X"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Y. C. Manie","raw_affiliation_strings":["Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102964548","display_name":"Y. Y. Chen","orcid":"https://orcid.org/0009-0006-2139-4864"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Y. Y. Chen","raw_affiliation_strings":["Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053705249","display_name":"J. W. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"J. W. Li","raw_affiliation_strings":["Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008557042","display_name":"Peng\u2010Chun Peng","orcid":"https://orcid.org/0000-0003-2663-0919"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"P. C. Peng","raw_affiliation_strings":["Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electro-Optical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040623794"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.2055,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52667694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":1.0,"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":1.0,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9980000257492065,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fiber-bragg-grating","display_name":"Fiber Bragg grating","score":0.7798385620117188},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.643941342830658},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6315210461616516},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5866576433181763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5804528594017029},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.44912010431289673},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4341967701911926},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4163789749145508},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3659265637397766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35029399394989014},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3304545283317566},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.33033639192581177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3248237073421478},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.21290037035942078},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19527602195739746},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16975358128547668},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.1634143888950348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12348750233650208},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09384718537330627}],"concepts":[{"id":"https://openalex.org/C43091971","wikidata":"https://www.wikidata.org/wiki/Q1397391","display_name":"Fiber Bragg grating","level":3,"score":0.7798385620117188},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.643941342830658},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6315210461616516},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5866576433181763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5804528594017029},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.44912010431289673},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4341967701911926},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4163789749145508},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3659265637397766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35029399394989014},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3304545283317566},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.33033639192581177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3248237073421478},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.21290037035942078},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19527602195739746},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16975358128547668},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.1634143888950348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12348750233650208},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09384718537330627},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan49838.2020.9258213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan49838.2020.9258213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2083891787","https://openalex.org/W2118051581","https://openalex.org/W2415819041","https://openalex.org/W2891627858","https://openalex.org/W3004838059"],"related_works":["https://openalex.org/W3216900447","https://openalex.org/W2377366345","https://openalex.org/W2096440838","https://openalex.org/W2994331714","https://openalex.org/W2793862890","https://openalex.org/W2005876584","https://openalex.org/W2394125011","https://openalex.org/W4245926026","https://openalex.org/W2354532673","https://openalex.org/W1571947117"],"abstract_inverted_index":{"Accurately":[0],"sensing":[1,84],"signal":[2,85],"detection":[3,40,86],"using":[4,46],"fiber":[5],"Bragg":[6,38],"grating":[7],"(FBG)":[8],"sensors":[9],"is":[10,88,97],"crucial":[11],"for":[12,42],"object's":[13],"controlling":[14],"in":[15],"industry,":[16],"aircraft":[17],"manufacturing,":[18],"and":[19,35,64],"health":[20],"care":[21],"center":[22],"of":[23,26,61,71,94],"the":[24,37,59,68,75,92,95],"Internet":[25],"Things":[27],"(IoT)":[28],"application.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"suggest":[34],"demonstrate":[36],"wavelength":[39,70],"techniques":[41],"bus":[43],"network":[44],"architecture":[45],"a":[47],"multilayer":[48],"perceptron":[49],"method":[50],"(MLP).":[51],"The":[52,78],"proposed":[53,79],"MLP":[54],"model":[55],"can":[56],"learn":[57],"quickly":[58],"features":[60],"FBGs":[62,73],"spectra":[63,93],"capable":[65],"to":[66],"determine":[67],"central":[69],"distinct":[72],"from":[74],"overlap":[76],"spectra.":[77],"system":[80],"demonstrated":[81],"that":[82],"higher":[83],"accuracy":[87],"achieved":[89],"even":[90],"when":[91],"FBG":[96],"partly":[98],"or":[99],"entirely":[100],"overlapped.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}