{"id":"https://openalex.org/W3162035570","doi":"https://doi.org/10.1109/icassp39728.2021.9414433","title":"Fully-Neural Approach to Vehicle Weighing and Strain Prediction on Bridges Using Wireless Accelerometers","display_name":"Fully-Neural Approach to Vehicle Weighing and Strain Prediction on Bridges Using Wireless Accelerometers","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3162035570","doi":"https://doi.org/10.1109/icassp39728.2021.9414433","mag":"3162035570"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5016543535","display_name":"Takaya Kawakatsu","orcid":"https://orcid.org/0000-0003-1285-2748"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takaya Kawakatsu","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030583821","display_name":"Kenro Aihara","orcid":"https://orcid.org/0000-0002-4287-2523"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenro Aihara","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087434029","display_name":"Atsuhiro Takasu","orcid":"https://orcid.org/0000-0002-9061-7949"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsuhiro Takasu","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102957694","display_name":"Jun Adachi","orcid":"https://orcid.org/0000-0001-5553-0402"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun Adachi","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010333666","display_name":"Haoqi Wang","orcid":"https://orcid.org/0000-0002-6463-5545"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haoqi Wang","raw_affiliation_strings":["The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019721231","display_name":"Tomonori Nagayama","orcid":"https://orcid.org/0000-0003-1387-4738"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomonori Nagayama","raw_affiliation_strings":["The University of Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4058,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.5853769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"63a","issue":null,"first_page":"8027","last_page":"8031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T14304","display_name":"Transport Systems and Technology","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/accelerometer","display_name":"Accelerometer","score":0.8553675413131714},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6529737114906311},{"id":"https://openalex.org/keywords/axle","display_name":"Axle","score":0.6218313574790955},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6070932149887085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.568598747253418},{"id":"https://openalex.org/keywords/deflection","display_name":"Deflection (physics)","score":0.565077006816864},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.5174120664596558},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5067000985145569},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.4769112765789032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36345160007476807},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3294789493083954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20760700106620789}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8553675413131714},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6529737114906311},{"id":"https://openalex.org/C129727815","wikidata":"https://www.wikidata.org/wiki/Q188209","display_name":"Axle","level":2,"score":0.6218313574790955},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6070932149887085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.568598747253418},{"id":"https://openalex.org/C2781355719","wikidata":"https://www.wikidata.org/wiki/Q2080698","display_name":"Deflection (physics)","level":2,"score":0.565077006816864},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.5174120664596558},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5067000985145569},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4769112765789032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36345160007476807},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3294789493083954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20760700106620789},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2034263860","https://openalex.org/W2123680943","https://openalex.org/W2127589108","https://openalex.org/W2156387975","https://openalex.org/W2171590421","https://openalex.org/W2194775991","https://openalex.org/W2284881614","https://openalex.org/W2302255633","https://openalex.org/W2465138400","https://openalex.org/W2467139031","https://openalex.org/W2529337537","https://openalex.org/W2551555843","https://openalex.org/W2566941050","https://openalex.org/W2583937701","https://openalex.org/W2611493238","https://openalex.org/W2768086176","https://openalex.org/W2769471238","https://openalex.org/W2894681044","https://openalex.org/W2913340405","https://openalex.org/W2941684496","https://openalex.org/W2945818662","https://openalex.org/W3015973884","https://openalex.org/W3104369114","https://openalex.org/W3150706948","https://openalex.org/W6682889407","https://openalex.org/W6733571399","https://openalex.org/W6776768446","https://openalex.org/W6786074940","https://openalex.org/W6793734479"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2009888974","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W4384517610","https://openalex.org/W4288389100","https://openalex.org/W1902800522","https://openalex.org/W2339469482"],"abstract_inverted_index":{"Bridge":[0],"weigh-in-motion":[1],"(BWIM)":[2],"is":[3],"a":[4,18,68,74,114],"technique":[5],"of":[6,37,92],"estimating":[7],"vehicle":[8],"loads":[9,105],"on":[10,73,113],"bridges":[11],"and":[12,22],"can":[13,27],"be":[14,28],"used":[15],"to":[16,40,83],"assess":[17],"bridge\u2019s":[19],"structural":[20],"fatigue":[21],"therefore":[23],"its":[24,38],"life.":[25],"BWIM":[26,50,70,94],"realized":[29],"by":[30],"analyzing":[31],"the":[32,90,98,108],"bridge":[33,99,116],"deflection":[34],"in":[35,117],"terms":[36],"response":[39],"moving":[41],"axle":[42,104],"loads.":[43],"To":[44],"obtain":[45],"accurate":[46],"load":[47],"estimates,":[48],"current":[49],"systems":[51],"require":[52],"strain":[53,86],"sensors,":[54,87],"whose":[55],"(re-)":[56],"installation":[57],"costs":[58],"have":[59],"limited":[60],"their":[61],"application.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"propose":[67],"new":[69],"approach":[71],"based":[72],"deep":[75],"neural":[76],"network":[77],"using":[78],"accelerometers,":[79],"which":[80],"are":[81],"easier":[82],"install":[84],"than":[85],"thus":[88],"helping":[89],"advancement":[91],"low-cost":[93],"systems.":[95],"By":[96],"learning":[97],"dynamism,":[100],"our":[101],"model":[102],"estimates":[103],"successfully":[106],"from":[107],"noisy":[109],"acceleration":[110],"signals":[111],"sampled":[112],"real":[115],"service.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
