{"id":"https://openalex.org/W4411614237","doi":"https://doi.org/10.1007/s13177-025-00516-6","title":"A Requirement-based Methodology for Selecting Simulation Solutions in C-ITS Safety Applications","display_name":"A Requirement-based Methodology for Selecting Simulation Solutions in C-ITS Safety Applications","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4411614237","doi":"https://doi.org/10.1007/s13177-025-00516-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13177-025-00516-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-025-00516-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-025-00516-6.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13177-025-00516-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103018645","display_name":"Jo\u00e3o Santos","orcid":"https://orcid.org/0000-0002-3917-0045"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Santos","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3917-0045","affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007193063","display_name":"Bruno Ribeiro","orcid":"https://orcid.org/0000-0003-1037-6434"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Ribeiro","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028286071","display_name":"Joaquim Macedo","orcid":"https://orcid.org/0000-0002-5892-1289"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joaquim Macedo","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086086027","display_name":"Ant\u00f3nio Costa","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Costa","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081645869","display_name":"Alexandre Santos","orcid":"https://orcid.org/0000-0003-1501-2752"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre Santos","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032997160","display_name":"Maria Jo\u00e3o Nicolau","orcid":"https://orcid.org/0000-0001-6172-5855"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maria Jo\u00e3o Nicolau","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059895768","display_name":"Bruno Dias","orcid":"https://orcid.org/0000-0001-9135-6245"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Dias","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4710-057, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103018645"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.529,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67072169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"23","issue":"2","first_page":"1315","last_page":"1330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9991999864578247,"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/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48487862944602966},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4371839761734009},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3649992346763611},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3551762104034424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48487862944602966},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4371839761734009},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3649992346763611},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3551762104034424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13177-025-00516-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-025-00516-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-025-00516-6.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13177-025-00516-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-025-00516-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-025-00516-6.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411614237.pdf","grobid_xml":"https://content.openalex.org/works/W4411614237.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W170020907","https://openalex.org/W2057733099","https://openalex.org/W2062789233","https://openalex.org/W2124356437","https://openalex.org/W2547332721","https://openalex.org/W2798786289","https://openalex.org/W2903709398","https://openalex.org/W2945979821","https://openalex.org/W3117590843","https://openalex.org/W3164167844","https://openalex.org/W3187869944","https://openalex.org/W3210076120","https://openalex.org/W4214928630","https://openalex.org/W4296872426","https://openalex.org/W4312994522","https://openalex.org/W4378976715"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"an":[2],"era":[3],"imbued":[4],"by":[5,98,123,152],"rapid":[6],"technological":[7],"advancements,":[8],"Cooperative":[9],"Intelligent":[10],"Transportation":[11],"Systems":[12],"(C-ITS)":[13],"applications":[14,39],"will":[15],"soon":[16],"play":[17],"a":[18,54,105,125,144,154,225],"pivotal":[19],"role":[20],"in":[21,29,44,70,132,224,232],"enhancing":[22],"the":[23,33,45,60,71,85,109,113,140,163,176,187,209,217],"efficiency,":[24],"safety,":[25],"and":[26,35,56,62,130,182,202],"overall":[27],"intelligence":[28],"transportation":[30],"systems.":[31],"However,":[32],"development":[34,75],"testing":[36,61,165,222],"of":[37,52,64,74,76,87,108,112,143,156,166,189,192,212],"these":[38],"pose":[40],"challenges":[41],"when":[42],"conducted":[43],"real-world.":[46],"Nowadays,":[47],"simulation":[48,79,134,180,200,219,233],"tools":[49,80],"are":[50,81,94,160],"capable":[51],"offering":[53],"controlled":[55],"realistic":[57],"environment,":[58],"allowing":[59],"validation":[63],"C-ITS":[65,77,145,167],"applications.":[66],"Despite":[67],"their":[68],"importance":[69],"process":[72],"path":[73],"applications,":[78],"often":[82,95],"selected":[83],"without":[84],"application":[86,115],"any":[88],"particular":[89,226],"or":[90,101],"substantiated":[91],"criteria.":[92],"Choices":[93],"driven":[96],"solely":[97],"simulator":[99],"popularity":[100],"familiarity":[102],"rather":[103],"than":[104],"careful":[106],"analysis":[107],"functional":[110,157],"requirements":[111,142,158,173],"intended":[114],"use":[116,184,203,227],"case.":[117],"This":[118],"paper":[119],"addresses":[120],"this":[121],"issue":[122],"presenting":[124],"methodology":[126,150],"to":[127,162],"aid":[128],"practitioners":[129,214],"researchers":[131],"selecting":[133],"solutions":[135,181,201],"that":[136,159],"seamlessly":[137],"align":[138],"with":[139],"distinct":[141],"Safety":[146],"Application":[147],"(SA).":[148],"The":[149],"begins":[151],"proposing":[153],"set":[155,211],"essential":[161],"experimental":[164],"SA":[168],"through":[169],"virtual":[170],"simulations.":[171],"These":[172],"serve":[174],"as":[175],"foundation":[177],"for":[178,194,221],"evaluating":[179],"describing":[183],"cases,":[185],"permitting":[186],"definition":[188],"different":[190],"levels":[191],"relevance":[193],"each":[195],"specific":[196],"requisite.":[197],"As":[198],"both":[199],"cases":[204],"can":[205,215],"be":[206],"assessed":[207],"under":[208],"same":[210],"requirements,":[213],"identify":[216],"optimal":[218],"solution":[220],"safety":[223],"case,":[228],"fostering":[229],"informed":[230],"decision-making":[231],"tool":[234],"selection.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}