{"id":"https://openalex.org/W4366771270","doi":"https://doi.org/10.3390/s23084146","title":"A Cylindrical Near-Field Acoustical Holography Method Based on Cylindrical Translation Window Expansion and an Autoencoder Stacked with 3D-CNN Layers","display_name":"A Cylindrical Near-Field Acoustical Holography Method Based on Cylindrical Translation Window Expansion and an Autoencoder Stacked with 3D-CNN Layers","publication_year":2023,"publication_date":"2023-04-20","ids":{"openalex":"https://openalex.org/W4366771270","doi":"https://doi.org/10.3390/s23084146","pmid":"https://pubmed.ncbi.nlm.nih.gov/37112486"},"language":"en","primary_location":{"id":"doi:10.3390/s23084146","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23084146","pdf_url":"https://www.mdpi.com/1424-8220/23/8/4146/pdf?version=1682003127","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/8/4146/pdf?version=1682003127","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100621285","display_name":"Jiaxuan Wang","orcid":"https://orcid.org/0000-0002-9311-1513"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxuan Wang","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing and Technology, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":"https://orcid.org/0000-0002-9311-1513","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing and Technology, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035022492","display_name":"Weihan Zhang","orcid":"https://orcid.org/0000-0002-8389-3881"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihan Zhang","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing and Technology, Huazhong University of Science and Technology, Wuhan 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing and Technology, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045207955","display_name":"Zhifu Zhang","orcid":"https://orcid.org/0000-0002-9709-7851"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhifu Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Hainan University, Haikou 570228, China"],"raw_orcid":"https://orcid.org/0000-0002-9709-7851","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006649894","display_name":"Yizhe Huang","orcid":"https://orcid.org/0000-0002-3742-2560"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yizhe Huang","raw_affiliation_strings":["School of Mechanical Engineering, Hubei University of Technology, Wuhan 430068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hubei University of Technology, Wuhan 430068, China","institution_ids":["https://openalex.org/I74525822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006649894","https://openalex.org/A5045207955"],"corresponding_institution_ids":["https://openalex.org/I20942203","https://openalex.org/I74525822"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.0134,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7251326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"23","issue":"8","first_page":"4146","last_page":"4146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11008","display_name":"Aerodynamics and Acoustics in Jet Flows","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10860","display_name":"Speech and Audio Processing","score":0.9976000189781189,"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/window","display_name":"Window (computing)","score":0.7149326801300049},{"id":"https://openalex.org/keywords/holography","display_name":"Holography","score":0.7088434100151062},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6793482303619385},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6553711295127869},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5256812572479248},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.49734237790107727},{"id":"https://openalex.org/keywords/acoustic-holography","display_name":"Acoustic holography","score":0.4636942148208618},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3637978732585907},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3359435200691223},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.33109042048454285},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2676087021827698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26680031418800354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17807283997535706},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.0959591269493103},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07056331634521484}],"concepts":[{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.7149326801300049},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.7088434100151062},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6793482303619385},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6553711295127869},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5256812572479248},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.49734237790107727},{"id":"https://openalex.org/C2777280715","wikidata":"https://www.wikidata.org/wiki/Q4674685","display_name":"Acoustic holography","level":3,"score":0.4636942148208618},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3637978732585907},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3359435200691223},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.33109042048454285},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2676087021827698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26680031418800354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17807283997535706},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0959591269493103},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07056331634521484},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23084146","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23084146","pdf_url":"https://www.mdpi.com/1424-8220/23/8/4146/pdf?version=1682003127","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37112486","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37112486","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10142147","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10142147","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10142147/pdf/sensors-23-04146.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1fae81e4d5834b7e9df2a8ff9aa0e4db","is_oa":true,"landing_page_url":"https://doaj.org/article/1fae81e4d5834b7e9df2a8ff9aa0e4db","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 8, p 4146 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/8/4146/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23084146","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 8; Pages: 4146","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23084146","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23084146","pdf_url":"https://www.mdpi.com/1424-8220/23/8/4146/pdf?version=1682003127","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1892715029","display_name":null,"funder_award_id":"51575201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366771270.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1625826133","https://openalex.org/W1967800871","https://openalex.org/W1982743350","https://openalex.org/W2021726753","https://openalex.org/W2029415102","https://openalex.org/W2035091842","https://openalex.org/W2049236460","https://openalex.org/W2050144390","https://openalex.org/W2052514748","https://openalex.org/W2057669739","https://openalex.org/W2060638350","https://openalex.org/W2060837878","https://openalex.org/W2084576252","https://openalex.org/W2084954800","https://openalex.org/W2091666417","https://openalex.org/W2253683181","https://openalex.org/W2571101394","https://openalex.org/W2580840020","https://openalex.org/W2582551531","https://openalex.org/W2601590138","https://openalex.org/W2735326783","https://openalex.org/W2769316532","https://openalex.org/W2773366193","https://openalex.org/W2810091253","https://openalex.org/W2810440416","https://openalex.org/W2914384479","https://openalex.org/W2916408183","https://openalex.org/W2963372104","https://openalex.org/W2964040059","https://openalex.org/W2972043148","https://openalex.org/W3003306266","https://openalex.org/W3034664488","https://openalex.org/W3137102375","https://openalex.org/W3150774419","https://openalex.org/W3161420691","https://openalex.org/W3217636345","https://openalex.org/W4293256995"],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2064659867","https://openalex.org/W3040340473","https://openalex.org/W28352544","https://openalex.org/W2039184719"],"abstract_inverted_index":{"The":[0,134],"performance":[1],"of":[2,74,146],"near-field":[3],"acoustic":[4],"holography":[5],"(NAH)":[6],"with":[7,82,130],"a":[8,23,86],"sparse":[9,97],"sampling":[10,98],"rate":[11,145],"will":[12],"be":[13],"affected":[14],"by":[15,42,152],"spatial":[16],"aliasing":[17],"or":[18],"inverse":[19],"ill-posed":[20],"equations.":[21],"Through":[22],"3D":[24],"convolution":[25],"neural":[26],"network":[27],"(CNN)":[28],"and":[29,63,101,128,155],"stacked":[30,92],"autoencoder":[31],"framework":[32],"(CSA),":[33],"the":[34,44,54,66,72,78,83,109,115,124,131,139,142,147,156],"data-driven":[35],"CSA-NAH":[36,84],"method":[37,89,112,149],"can":[38],"solve":[39],"this":[40,52],"problem":[41],"utilizing":[43],"information":[45],"from":[46],"data":[47],"in":[48],"each":[49],"dimension.":[50],"In":[51,107],"paper,":[53],"cylindrical":[55,67,87,125],"translation":[56],"window":[57],"(CTW)":[58],"is":[59,99,104,121,150,158],"introduced":[60,122],"to":[61,69],"truncate":[62],"roll":[64],"out":[65],"image":[68],"compensate":[70],"for":[71,96],"loss":[73],"circumferential":[75],"features":[76],"at":[77],"truncation":[79],"edge.":[80],"Combined":[81],"method,":[85],"NAH":[88,111],"based":[90,113],"on":[91,114],"3D-CNN":[93],"layers":[94],"(CS3C)":[95],"proposed,":[100],"its":[102],"feasibility":[103],"verified":[105],"numerically.":[106],"addition,":[108],"planar":[110],"Paulis-Gerchberg":[116],"extrapolation":[117],"interpolation":[118],"algorithm":[119],"(PGa)":[120],"into":[123],"coordinate":[126],"system,":[127],"compared":[129],"proposed":[132],"method.":[133],"results":[135],"show":[136],"that,":[137],"under":[138],"same":[140],"conditions,":[141],"reconstruction":[143],"error":[144],"CS3C-NAH":[148],"reduced":[151],"nearly":[153],"50%,":[154],"effect":[157],"significant.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}