Academic Journal
Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure
| Title: | Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure |
|---|---|
| Authors: | Peiris, Sujanie, Newstead, Stuart, Berecki-Gisolf, Janneke, Chen, Bernard, Fildes, Brian |
| Source: | Peiris, S, Newstead, S, Berecki-Gisolf, J, Chen, B & Fildes, B 2022, 'Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure', Sustainability, vol. 14, no. 4, 2234. https://doi.org/10.3390/su14042234 |
| Publication Year: | 2022 |
| Subject Terms: | ADAS, AEB, Infrastructure, LKA, Road-readiness |
| Description: | Advanced driver assistance systems (ADAS) provide warnings to drivers and, if applicable, intervene to mitigate a collision if one is imminent. Autonomous emergency brakes (AEB) and lane keep assistance (LKA) systems are mandated in several new vehicles, given their predicted injury and fatality reduction benefits. These predicted benefits are based on the assumption that roads are always entirely supportive of ADAS technologies. Little research, however, has been conducted regarding the preparedness of the road network to support these technologies in Australia, given its vastly expansive terrain and varying road quality. The objective of this study was to estimate what proportion of crashes that are sensitive to AEB and LKA, would not be mitigated due to unsupportive road infrastructure, and therefore, the lost benefits of the technologies due to inadequate road infrastructure. To do this, previously identified technology effectiveness estimates and a published methodology for identifying ADAS-supportive infrastructure availability was applied to an estimated AEB and LKA-sensitive crash subset (using crash data from Victoria, South Australia and Queensland, 2013–2018 inclusive). Findings demonstrate that while the road networks across the three states appeared largely supportive of AEB technology, the lack of delineation across arterial and sub-arterial (or equivalent) roads is likely to have serious implications on road safety, given 13–23% of all fatal and serious injury (FSI) crashes that occurred on these road classes were LKA-sensitive. Based on historical crash data, over 37 fatalities and 357 serious injuries may not be avoided annually across the three Australian states based on the lack of satisfactory road delineation on arterial and sub-arterial (or equivalent) roads alone. Further, almost 24% of fatalities in Victoria, 24% of fatalities in Queensland and 21% of fatalities in South Australia (that are AEB-or LKA-sensitive) are unlikely to be prevented, given existing road infrastructure. These ... |
| Document Type: | article in journal/newspaper |
| File Description: | application/pdf |
| Language: | English |
| ISSN: | 2071-1050 |
| Relation: | info:eu-repo/semantics/altIdentifier/wos/000767130100001; info:eu-repo/semantics/altIdentifier/pissn/2071-1050; info:eu-repo/semantics/altIdentifier/eissn/2071-1050 |
| DOI: | 10.3390/su14042234 |
| Availability: | https://research.monash.edu/en/publications/38806dfd-5fdb-4b46-82e8-5567793a75d9 https://doi.org/10.3390/su14042234 https://researchmgt.monash.edu/ws/files/375155592/372629580_oa.pdf https://www.scopus.com/pages/publications/85124969719 |
| Rights: | info:eu-repo/semantics/openAccess ; http://creativecommons.org/licenses/by/4.0/ |
| Accession Number: | edsbas.DCDF5921 |
| Database: | BASE |
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| Items | – Name: Title Label: Title Group: Ti Data: Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Peiris%2C+Sujanie%22">Peiris, Sujanie</searchLink><br /><searchLink fieldCode="AR" term="%22Newstead%2C+Stuart%22">Newstead, Stuart</searchLink><br /><searchLink fieldCode="AR" term="%22Berecki-Gisolf%2C+Janneke%22">Berecki-Gisolf, Janneke</searchLink><br /><searchLink fieldCode="AR" term="%22Chen%2C+Bernard%22">Chen, Bernard</searchLink><br /><searchLink fieldCode="AR" term="%22Fildes%2C+Brian%22">Fildes, Brian</searchLink> – Name: TitleSource Label: Source Group: Src Data: Peiris, S, Newstead, S, Berecki-Gisolf, J, Chen, B & Fildes, B 2022, 'Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure', Sustainability, vol. 14, no. 4, 2234. https://doi.org/10.3390/su14042234 – Name: DatePubCY Label: Publication Year Group: Date Data: 2022 – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22ADAS%22">ADAS</searchLink><br /><searchLink fieldCode="DE" term="%22AEB%22">AEB</searchLink><br /><searchLink fieldCode="DE" term="%22Infrastructure%22">Infrastructure</searchLink><br /><searchLink fieldCode="DE" term="%22LKA%22">LKA</searchLink><br /><searchLink fieldCode="DE" term="%22Road-readiness%22">Road-readiness</searchLink> – Name: Abstract Label: Description Group: Ab Data: Advanced driver assistance systems (ADAS) provide warnings to drivers and, if applicable, intervene to mitigate a collision if one is imminent. Autonomous emergency brakes (AEB) and lane keep assistance (LKA) systems are mandated in several new vehicles, given their predicted injury and fatality reduction benefits. These predicted benefits are based on the assumption that roads are always entirely supportive of ADAS technologies. Little research, however, has been conducted regarding the preparedness of the road network to support these technologies in Australia, given its vastly expansive terrain and varying road quality. The objective of this study was to estimate what proportion of crashes that are sensitive to AEB and LKA, would not be mitigated due to unsupportive road infrastructure, and therefore, the lost benefits of the technologies due to inadequate road infrastructure. To do this, previously identified technology effectiveness estimates and a published methodology for identifying ADAS-supportive infrastructure availability was applied to an estimated AEB and LKA-sensitive crash subset (using crash data from Victoria, South Australia and Queensland, 2013–2018 inclusive). Findings demonstrate that while the road networks across the three states appeared largely supportive of AEB technology, the lack of delineation across arterial and sub-arterial (or equivalent) roads is likely to have serious implications on road safety, given 13–23% of all fatal and serious injury (FSI) crashes that occurred on these road classes were LKA-sensitive. Based on historical crash data, over 37 fatalities and 357 serious injuries may not be avoided annually across the three Australian states based on the lack of satisfactory road delineation on arterial and sub-arterial (or equivalent) roads alone. Further, almost 24% of fatalities in Victoria, 24% of fatalities in Queensland and 21% of fatalities in South Australia (that are AEB-or LKA-sensitive) are unlikely to be prevented, given existing road infrastructure. These ... – Name: TypeDocument Label: Document Type Group: TypDoc Data: article in journal/newspaper – Name: Format Label: File Description Group: SrcInfo Data: application/pdf – Name: Language Label: Language Group: Lang Data: English – Name: ISSN Label: ISSN Group: ISSN Data: 2071-1050 – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: info:eu-repo/semantics/altIdentifier/wos/000767130100001; info:eu-repo/semantics/altIdentifier/pissn/2071-1050; info:eu-repo/semantics/altIdentifier/eissn/2071-1050 – Name: DOI Label: DOI Group: ID Data: 10.3390/su14042234 – Name: URL Label: Availability Group: URL Data: https://research.monash.edu/en/publications/38806dfd-5fdb-4b46-82e8-5567793a75d9<br />https://doi.org/10.3390/su14042234<br />https://researchmgt.monash.edu/ws/files/375155592/372629580_oa.pdf<br />https://www.scopus.com/pages/publications/85124969719 – Name: Copyright Label: Rights Group: Cpyrght Data: info:eu-repo/semantics/openAccess ; http://creativecommons.org/licenses/by/4.0/ – Name: AN Label: Accession Number Group: ID Data: edsbas.DCDF5921 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/su14042234 Languages: – Text: English Subjects: – SubjectFull: ADAS Type: general – SubjectFull: AEB Type: general – SubjectFull: Infrastructure Type: general – SubjectFull: LKA Type: general – SubjectFull: Road-readiness Type: general Titles: – TitleFull: Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Peiris, Sujanie – PersonEntity: Name: NameFull: Newstead, Stuart – PersonEntity: Name: NameFull: Berecki-Gisolf, Janneke – PersonEntity: Name: NameFull: Chen, Bernard – PersonEntity: Name: NameFull: Fildes, Brian IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 20711050 – Type: issn-locals Value: edsbas – Type: issn-locals Value: edsbas.oa Titles: – TitleFull: Peiris, S, Newstead, S, Berecki-Gisolf, J, Chen, B & Fildes, B 2022, 'Quantifying the lost safety benefits of ADAS technologies due to inadequate supporting road infrastructure', Sustainability, vol. 14, no. 4, 2234. https://doi.org/10.3390/su14042234 Type: main |
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