{"id":"https://openalex.org/W4399768918","doi":"https://doi.org/10.1109/isoen61239.2024.10556037","title":"Gas Source Localization in Outdoor Environment Using Deep Learning: Data Augmentation by Gas Dispersion Simulator","display_name":"Gas Source Localization in Outdoor Environment Using Deep Learning: Data Augmentation by Gas Dispersion Simulator","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4399768918","doi":"https://doi.org/10.1109/isoen61239.2024.10556037"},"language":"en","primary_location":{"id":"doi:10.1109/isoen61239.2024.10556037","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isoen61239.2024.10556037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)","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/A5111064613","display_name":"Gao-ju Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Gao-Ju Zhao","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I92614990"]},{"raw_affiliation_string":"Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001360896","display_name":"Haruka Matsukura","orcid":"https://orcid.org/0000-0002-6390-0861"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruka Matsukura","raw_affiliation_strings":["University of Electro-Communications,Graduate School of Informatics and Engineering,Tokyo,Japan","Graduate School of Informatics and Engineering, University of Electro-Communications, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electro-Communications,Graduate School of Informatics and Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I20529979"]},{"raw_affiliation_string":"Graduate School of Informatics and Engineering, University of Electro-Communications, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011640089","display_name":"Motoki Sakaue","orcid":null},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Motoki Sakaue","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I92614990"]},{"raw_affiliation_string":"Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034269389","display_name":"Takumi Haratsu","orcid":null},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takumi Haratsu","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I92614990"]},{"raw_affiliation_string":"Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089263104","display_name":"Hiroshi Ishida","orcid":"https://orcid.org/0000-0001-8410-228X"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Ishida","raw_affiliation_strings":["Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo University of Agriculture and Technology,Graduate School of Bio-Applications and Systems Engineering,Tokyo,Japan","institution_ids":["https://openalex.org/I92614990"]},{"raw_affiliation_string":"Graduate School of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05802295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dispersion","display_name":"Dispersion (optics)","score":0.6356810331344604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.584485650062561},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5798472762107849},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3264070749282837},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13666507601737976},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11505892872810364}],"concepts":[{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.6356810331344604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.584485650062561},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5798472762107849},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3264070749282837},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13666507601737976},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11505892872810364}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isoen61239.2024.10556037","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isoen61239.2024.10556037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2399415394","https://openalex.org/W2508429489","https://openalex.org/W2653160509","https://openalex.org/W2904805311","https://openalex.org/W2922005827","https://openalex.org/W2968663739","https://openalex.org/W4232697696","https://openalex.org/W4281921350"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,21,112],"application":[4],"of":[5,33,37,41,68,118,163,173],"a":[6,42,47,60,74,123,138,152],"gas":[7,17,26,43,61,69,125,134,165,180],"dispersion":[8,181],"simulator":[9,88],"that":[10],"uses":[11],"recorded":[12],"wind":[13,108],"data":[14,71,109,146,177],"to":[15,54,85,89,137,150,159],"reproduce":[16],"distribution":[18],"observed":[19],"in":[20,58,100,111,122],"open":[22],"outdoor":[23,113],"field.":[24],"Outdoor":[25],"source":[27,62,99],"localization":[28],"is":[29,52,128,147],"highly":[30],"challenging":[31],"because":[32],"the":[34,38,87,91,107,132,161,164,171,175,179],"large":[35],"fluctuations":[36],"wind.":[39],"Combination":[40],"sensor":[44,70,120,126,140,144],"network":[45,76,127,157],"and":[46],"deep-learning":[48],"pattern":[49],"recognition":[50],"model":[51,77],"expected":[53],"provide":[55],"high":[56],"accuracy":[57],"estimating":[59],"location.":[63],"However,":[64],"collecting":[65],"sufficient":[66],"amount":[67],"for":[72],"training":[73,92,176],"neural":[75,156],"can":[78],"be":[79],"extremely":[80],"laborious.":[81],"Here":[82],"we":[83],"propose":[84],"use":[86],"generate":[90],"data.":[93],"Gas":[94],"distributions":[95],"trailing":[96],"from":[97],"its":[98],"various":[101],"directions":[102],"are":[103],"simulated":[104,133],"by":[105,130],"rotating":[106],"measured":[110],"environment.":[114],"The":[115,143,167],"temporal":[116],"waveform":[117],"each":[119],"response":[121,141,145],"stationary":[124],"calculated":[129],"feeding":[131],"concentration":[135],"values":[136],"second-order":[139],"model.":[142],"then":[148],"used":[149],"train":[151],"long":[153],"short-term":[154],"memory":[155],"(LSTM)":[158],"estimate":[160],"location":[162],"source.":[166],"high-accuracy":[168],"results":[169],"demonstrate":[170],"effectiveness":[172],"augmenting":[174],"using":[178],"simulator.":[182]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}