{"id":"https://openalex.org/W4403761664","doi":"https://doi.org/10.1109/tim.2024.3485461","title":"Data-Driven Optimization Strategy of Microphone Array Configurations in Vehicle Environments","display_name":"Data-Driven Optimization Strategy of Microphone Array Configurations in Vehicle Environments","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403761664","doi":"https://doi.org/10.1109/tim.2024.3485461"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3485461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3485461","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5055283579","display_name":"Lehai Liu","orcid":"https://orcid.org/0009-0005-9725-1424"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lehai Liu","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0005-9725-1424","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037788536","display_name":"Fengrong Bi","orcid":"https://orcid.org/0000-0002-0382-6890"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengrong Bi","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-0382-6890","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081160479","display_name":"Jiewei Lin","orcid":"https://orcid.org/0000-0002-3325-589X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiewei Lin","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-3325-589X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114090377","display_name":"Tongtong Qi","orcid":"https://orcid.org/0009-0008-3720-3561"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210112718","display_name":"Tianjin Internal Combustion Engine Research Institute","ror":"https://ror.org/01v49q824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112718"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongtong Qi","raw_affiliation_strings":["Institute of Internal Combustion Engines, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0008-3720-3561","affiliations":[{"raw_affiliation_string":"Institute of Internal Combustion Engines, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I4210112718","https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100658188","display_name":"Xin Li","orcid":"https://orcid.org/0000-0002-9244-6485"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","Nanyang Technological University, College of Computing and Data Science, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9244-6485","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University, College of Computing and Data Science, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4925,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63110083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.9775000214576721,"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"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9399999976158142,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.5317068696022034},{"id":"https://openalex.org/keywords/microphone-array","display_name":"Microphone array","score":0.4784931540489197},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.4702379107475281},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.4468404948711395},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.3528071641921997},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32293206453323364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28445836901664734},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1826561987400055},{"id":"https://openalex.org/keywords/loudspeaker","display_name":"Loudspeaker","score":0.08953943848609924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317068696022034},{"id":"https://openalex.org/C2778806681","wikidata":"https://www.wikidata.org/wiki/Q907293","display_name":"Microphone array","level":4,"score":0.4784931540489197},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.4702379107475281},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4468404948711395},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.3528071641921997},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32293206453323364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28445836901664734},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1826561987400055},{"id":"https://openalex.org/C157138929","wikidata":"https://www.wikidata.org/wiki/Q570","display_name":"Loudspeaker","level":2,"score":0.08953943848609924}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3485461","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3485461","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4399006529","display_name":null,"funder_award_id":"2021YFD2000303","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1163332818","https://openalex.org/W1525595134","https://openalex.org/W1923693686","https://openalex.org/W1973465885","https://openalex.org/W1996342190","https://openalex.org/W2061393040","https://openalex.org/W2084557437","https://openalex.org/W2091862727","https://openalex.org/W2098089983","https://openalex.org/W2109356272","https://openalex.org/W2117678320","https://openalex.org/W2120644861","https://openalex.org/W2122671988","https://openalex.org/W2129934596","https://openalex.org/W2138157846","https://openalex.org/W2139229273","https://openalex.org/W2141998673","https://openalex.org/W2149738318","https://openalex.org/W2165615684","https://openalex.org/W2283145987","https://openalex.org/W2785713996","https://openalex.org/W2790912474","https://openalex.org/W2896325685","https://openalex.org/W3011772347","https://openalex.org/W3124547804","https://openalex.org/W3160241574","https://openalex.org/W4200382728","https://openalex.org/W4224314705","https://openalex.org/W4306377806","https://openalex.org/W4308455602","https://openalex.org/W4312286486","https://openalex.org/W4320913359","https://openalex.org/W4321767934","https://openalex.org/W4372259952","https://openalex.org/W4377088660","https://openalex.org/W4379531913","https://openalex.org/W4381685019","https://openalex.org/W4381849765","https://openalex.org/W4385301345","https://openalex.org/W4392903978","https://openalex.org/W6790608195","https://openalex.org/W6791505463"],"related_works":["https://openalex.org/W2035181664","https://openalex.org/W2049810559","https://openalex.org/W2022039170","https://openalex.org/W2037537113","https://openalex.org/W1979127067","https://openalex.org/W2015730342","https://openalex.org/W2066168197","https://openalex.org/W4312305451","https://openalex.org/W4320804086","https://openalex.org/W1879255185"],"abstract_inverted_index":{"Microphone":[0],"array":[1,22,124,136],"(MA)":[2],"speech":[3],"enhancement":[4],"is":[5,93],"a":[6,39,54,67,74,109],"crucial":[7],"component":[8],"of":[9,21,31,118],"vehicle":[10],"intelligence.":[11],"However,":[12],"the":[13,18,27,45,79,90,96,115,119,122,135,153,160,169],"complex":[14,97,181],"acoustic":[15,98,183],"environments":[16,99],"and":[17,29,62,134,177],"spatial":[19],"constraints":[20],"layouts":[23],"present":[24],"challenges":[25],"for":[26,43,70],"design":[28],"implementation":[30],"MAs":[32],"in":[33,73,140,180],"intelligent":[34],"vehicles.":[35,101],"This":[36],"study":[37],"proposes":[38],"data-driven":[40],"optimization":[41,111],"strategy":[42],"constructing":[44],"optimal":[46,116],"MA":[47,92,131,147,155],"configuration":[48,117,125],"in-vehicle":[49,56,80,182],"environments.":[50,143,184],"We":[51],"first":[52],"developed":[53],"novel":[55],"noise":[57,81],"model":[58],"that":[59,152],"considers":[60],"azimuth":[61],"elevation":[63],"angles":[64],"by":[65,158,166,175],"defining":[66],"search":[68],"region":[69],"microphone":[71],"elements":[72],"plane.":[75],"Subsequently,":[76],"based":[77],"on":[78],"model,":[82,106],"we":[83,107],"conducted":[84],"sound":[85,104],"field":[86,105],"modeling":[87],"to":[88,113,145],"ensure":[89],"designed":[91,123,154],"compatible":[94],"with":[95],"inside":[100],"Utilizing":[102],"this":[103],"formulated":[108],"specialized":[110],"algorithm":[112],"devise":[114],"MA.":[120],"Finally,":[121],"was":[126,138],"constructed":[127],"using":[128],"an":[129],"MEMS":[130],"acquisition":[132],"system,":[133],"performance":[137,157],"evaluated":[139],"real":[141],"driving":[142],"Compared":[144],"conventional":[146],"configurations,":[148],"comprehensive":[149],"experiments":[150],"indicate":[151],"enhances":[156],"increasing":[159],"short-time":[161],"objective":[162],"intelligibility":[163],"(STOI)":[164],"scores":[165],"13.9%,":[167],"improving":[168],"output":[170],"signal-to-noise":[171],"ratio":[172],"(SNR)":[173],"levels":[174],"53.3%,":[176],"ensuring":[178],"robustness":[179]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}