{"id":"https://openalex.org/W4318311004","doi":"https://doi.org/10.1177/01423312221149777","title":"Efficient reconstruction scheme with deep neural network for highly compressive sensing of fiber Bragg grating spectrum","display_name":"Efficient reconstruction scheme with deep neural network for highly compressive sensing of fiber Bragg grating spectrum","publication_year":2023,"publication_date":"2023-01-27","ids":{"openalex":"https://openalex.org/W4318311004","doi":"https://doi.org/10.1177/01423312221149777"},"language":"en","primary_location":{"id":"doi:10.1177/01423312221149777","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221149777","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-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/A5039378040","display_name":"Yen-Jie Ee","orcid":"https://orcid.org/0000-0001-8502-9387"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yen-Jie Ee","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048941254","display_name":"Kok\u2010Sing Lim","orcid":"https://orcid.org/0000-0003-0631-6682"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Kok-Sing Lim","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0631-6682","affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000908652","display_name":"Kok Soon Tey","orcid":"https://orcid.org/0000-0001-6018-3978"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kok Soon Tey","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008079745","display_name":"Hangting Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Hangting Yang","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia","School of Physics, Northwest University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"School of Physics, Northwest University, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007367234","display_name":"Cheong-Weng Ooi","orcid":"https://orcid.org/0000-0001-9390-1374"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Cheong-Weng Ooi","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056631583","display_name":"Hangzhou Yang","orcid":"https://orcid.org/0000-0002-7518-4719"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Hangzhou Yang","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia","School of Physics, Northwest University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"School of Physics, Northwest University, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064062184","display_name":"H. Ahmad","orcid":"https://orcid.org/0000-0002-9599-2086"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Harith Ahmad","raw_affiliation_strings":["Photonics Research Centre, University of Malaya, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Photonics Research Centre, University of Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048941254"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":0.1246,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38925967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"45","issue":"8","first_page":"1515","last_page":"1524"},"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/T10232","display_name":"Optical Network Technologies","score":0.9997000098228455,"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":0.9991000294685364,"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":0.8790963888168335},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.669845461845398},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6219009160995483},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5028924345970154},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47088250517845154},{"id":"https://openalex.org/keywords/grating","display_name":"Grating","score":0.45306122303009033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4452626407146454},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.4148889183998108},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.40727609395980835},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.3843327462673187},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3446997404098511},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3283312916755676},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.3106394410133362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1968783736228943},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19099056720733643},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.17254772782325745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13679081201553345},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12359589338302612}],"concepts":[{"id":"https://openalex.org/C43091971","wikidata":"https://www.wikidata.org/wiki/Q1397391","display_name":"Fiber Bragg grating","level":3,"score":0.8790963888168335},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.669845461845398},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6219009160995483},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5028924345970154},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47088250517845154},{"id":"https://openalex.org/C2777813233","wikidata":"https://www.wikidata.org/wiki/Q1527816","display_name":"Grating","level":2,"score":0.45306122303009033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4452626407146454},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.4148889183998108},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40727609395980835},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.3843327462673187},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3446997404098511},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3283312916755676},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.3106394410133362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1968783736228943},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19099056720733643},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.17254772782325745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13679081201553345},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12359589338302612},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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:10.1177/01423312221149777","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221149777","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W143004564","https://openalex.org/W1991402856","https://openalex.org/W2000828982","https://openalex.org/W2001100780","https://openalex.org/W2023053902","https://openalex.org/W2050638214","https://openalex.org/W2053479107","https://openalex.org/W2055718008","https://openalex.org/W2072075482","https://openalex.org/W2098971218","https://openalex.org/W2103955025","https://openalex.org/W2104266187","https://openalex.org/W2104987624","https://openalex.org/W2111854888","https://openalex.org/W2112349215","https://openalex.org/W2125680629","https://openalex.org/W2135940110","https://openalex.org/W2148538997","https://openalex.org/W2159563318","https://openalex.org/W2211589247","https://openalex.org/W2766940139","https://openalex.org/W2784221287","https://openalex.org/W2788193492","https://openalex.org/W2915718209","https://openalex.org/W2919115771","https://openalex.org/W2963273475","https://openalex.org/W2996194883","https://openalex.org/W3001768156","https://openalex.org/W3009338239","https://openalex.org/W3018794429","https://openalex.org/W4239881334","https://openalex.org/W4288079856"],"related_works":["https://openalex.org/W3216900447","https://openalex.org/W2158224665","https://openalex.org/W2377366345","https://openalex.org/W2994331714","https://openalex.org/W2379589510","https://openalex.org/W2096440838","https://openalex.org/W4300044672","https://openalex.org/W2793862890","https://openalex.org/W2810730439","https://openalex.org/W2005876584"],"abstract_inverted_index":{"In":[0,51,73],"this":[1,74],"work,":[2],"we":[3,31],"propose":[4],"an":[5,43],"efficient":[6,114],"reconstruction":[7],"scheme":[8],"for":[9,38,69,113,119],"compressive":[10],"sensing":[11],"(CS)":[12],"of":[13,21,26,36,59],"fiber":[14],"Bragg":[15],"grating":[16],"(FBG)":[17],"spectrum.":[18],"Taking":[19],"advantage":[20],"the":[22,27,34,40,55,60,70,102],"sparse":[23],"reflection":[24],"spectrum":[25,41],"FBG":[28,120],"array":[29],"network,":[30],"have":[32,79],"demonstrated":[33],"use":[35],"CS":[37,71],"compressing":[39],"at":[42],"excessively":[44],"high":[45],"compression":[46],"factor":[47],"up":[48],"to":[49,53,64,84],"64.":[50],"addition":[52],"that,":[54],"spectral":[56],"difference":[57],"(SD)":[58],"spectra":[61],"is":[62,93,109],"used":[63],"further":[65],"enhance":[66],"their":[67,86],"sparsity":[68],"model.":[72],"investigation,":[75],"four":[76],"different":[77],"configurations":[78],"been":[80],"devised":[81],"and":[82,88,97,117],"tested":[83],"compare":[85],"performance":[87],"effectiveness.":[89],"Configuration":[90],"IV":[91],"that":[92],"based":[94],"on":[95],"SD":[96],"deep":[98],"neural":[99],"network":[100],"offers":[101],"best":[103],"recovery":[104],"performance.":[105],"The":[106],"proposed":[107],"method":[108],"a":[110],"potential":[111],"tool":[112],"data":[115],"storage":[116],"transmission":[118],"sensor":[121],"network.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}