{"id":"https://openalex.org/W4403295702","doi":"https://doi.org/10.1109/iwis62722.2024.10706031","title":"Optimization of Sensor Deployment Using Virtual Simulation for Enhanced Data Collection Efficiency","display_name":"Optimization of Sensor Deployment Using Virtual Simulation for Enhanced Data Collection Efficiency","publication_year":2024,"publication_date":"2024-08-28","ids":{"openalex":"https://openalex.org/W4403295702","doi":"https://doi.org/10.1109/iwis62722.2024.10706031"},"language":"en","primary_location":{"id":"doi:10.1109/iwis62722.2024.10706031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwis62722.2024.10706031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Workshop on Intelligent Systems (IWIS)","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/A5103033196","display_name":"Ju-Hwan Kim","orcid":"https://orcid.org/0009-0002-5176-4193"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Juhwan Kim","raw_affiliation_strings":["University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of Electrical, Electronic and Computer Engineering,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071219141","display_name":"Dongsik Jo","orcid":"https://orcid.org/0000-0002-5329-1556"},"institutions":[{"id":"https://openalex.org/I40542001","display_name":"University of Ulsan","ror":"https://ror.org/02c2f8975","country_code":"KR","type":"education","lineage":["https://openalex.org/I40542001"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongsik Jo","raw_affiliation_strings":["University of Ulsan,Department of IT Convergence,Ulsan,Korea"],"affiliations":[{"raw_affiliation_string":"University of Ulsan,Department of IT Convergence,Ulsan,Korea","institution_ids":["https://openalex.org/I40542001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103033196"],"corresponding_institution_ids":["https://openalex.org/I40542001"],"apc_list":null,"apc_paid":null,"fwci":0.516,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.4075999855995178,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.4075999855995178,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.3952000141143799,"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/T12449","display_name":"Spacecraft Design and Technology","score":0.38760000467300415,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8518106937408447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6816309690475464},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5563778877258301},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.43931978940963745},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35615140199661255},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27185729146003723},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1267627775669098}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8518106937408447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816309690475464},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5563778877258301},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.43931978940963745},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35615140199661255},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27185729146003723},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1267627775669098},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwis62722.2024.10706031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwis62722.2024.10706031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Workshop on Intelligent Systems (IWIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G4060063110","display_name":null,"funder_award_id":"2021 RIS-003","funder_id":"https://openalex.org/F4320311039","funder_display_name":"Ministry of Higher Education and Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320311039","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/00kab6t91"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1982913063","https://openalex.org/W2791199169","https://openalex.org/W2796231148","https://openalex.org/W2810874043","https://openalex.org/W2947981018","https://openalex.org/W2953360071","https://openalex.org/W3034413918","https://openalex.org/W3047271944"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2079312091","https://openalex.org/W2110485207","https://openalex.org/W3172412001"],"abstract_inverted_index":{"Recently,":[0],"various":[1,242,256],"methods":[2],"have":[3],"been":[4],"researched":[5],"to":[6,26,46,65,71,101,112,128,136,147,150,208],"effectively":[7],"obtain":[8],"sensing":[9],"data":[10,24,38,49,81,162,228],"by":[11,75,85],"deploying":[12,59,200],"different":[13,21],"types":[14,22],"of":[15,23,37,179,216,247,268],"sensors.":[16],"Physical":[17],"sensor":[18,87,104,131,181,193,218,238,252,259],"devices":[19],"collect":[20,33,47,66,209],"according":[25],"their":[27,42,52],"specific":[28],"purposes,":[29],"and":[30,44,55,79,96,115,176,219,258],"sensors":[31,60,157,202],"that":[32,144,156,222,251],"the":[34,76,80,86,118,129,151,164,172,177,204,213,220,226,231],"same":[35],"type":[36],"can":[39,236,261],"vary":[40],"in":[41,61,107,139,163,171,195,203,225],"efficiency":[43],"ability":[45],"target":[48],"depending":[50],"on":[51],"deployment":[53,105,120,125,194,239,253],"location":[54],"physical":[56,63,206,214],"constraints.":[57],"When":[58],"a":[62,140,189,196,265],"space":[64,198,207],"data,":[67],"it":[68,98,133],"is":[69,99,134,145],"necessary":[70,135],"consider":[72],"occlusions":[73],"caused":[74],"surrounding":[77],"environment":[78,143,166],"collection":[82,229],"range":[83,267],"determined":[84],"specifications.":[88],"However,":[89],"since":[90],"this":[91,248],"process":[92],"requires":[93],"significant":[94],"time":[95,114],"resources,":[97],"crucial":[100],"identify":[102],"optimal":[103,124],"points":[106],"advance":[108],"through":[109,270],"virtual":[110,141,173,197,233],"simulations":[111],"save":[113],"resources":[116],"during":[117],"actual":[119,130,205,227],"process.":[121],"To":[122],"find":[123],"information":[126],"prior":[127],"deployment,":[132],"perform":[137,237],"optimization":[138,240],"simulation":[142,174,234],"defined":[146],"be":[148,168,183,262],"similar":[149],"real":[152,165,243],"environment.":[153],"The":[154,245],"constraints":[155,221,257],"will":[158],"face":[159],"when":[160],"collecting":[161],"must":[167,182],"accurately":[169],"represented":[170],"environment,":[175,230],"roles":[178],"each":[180,217],"clearly":[184],"defined.":[185],"This":[186],"paper":[187,249],"proposes":[188],"method":[190,235],"for":[191,241,264],"optimizing":[192],"before":[199],"multiple":[201],"data.":[210],"By":[211],"defining":[212],"performance":[215],"may":[223],"arise":[224],"proposed":[232],"environments.":[244],"results":[246],"demonstrate":[250],"optimization,":[254],"considering":[255],"specifications,":[260],"achieved":[263],"wide":[266],"environments":[269],"simulation.":[271]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}