Multi-model based behaviour analysis for inclusive mobility
The paper proposes an original approach based on holistic and specific models of human or technical behaviors. Holistic models concern generic behaviors that can be achieved by different human or technical decision-makers and specific models represent individual behaviors of a given human or technic...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2024-01-01
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| Series: | ITM Web of Conferences |
| Online Access: | https://www.itm-conferences.org/articles/itmconf/pdf/2024/12/itmconf_maih2024_03008.pdf |
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| _version_ | 1841554713538985984 |
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| author | Vanderhaegen Frédéric Richard Philippe |
| author_facet | Vanderhaegen Frédéric Richard Philippe |
| author_sort | Vanderhaegen Frédéric |
| collection | DOAJ |
| description | The paper proposes an original approach based on holistic and specific models of human or technical behaviors. Holistic models concern generic behaviors that can be achieved by different human or technical decision-makers and specific models represent individual behaviors of a given human or technical decision-maker. They are modelled with Petri nets and Faults trees. The analysis of combinations between these models generates scenarios that can affect inclusive mobility in terms of human health, system safety or fluidity of mobility. These scenarios are represented with cause trees and simulated with the MissRail® platform to validate their feasibility. They involve behaviors of road users like pedestrians, car or train drivers and of Artificial Intelligence based systems like an Adaptive Cruise Control or a Lane-Keeping Assist. |
| format | Article |
| id | doaj-art-7e5b463dca6e497b8a48b842b8d46e8a |
| institution | Kabale University |
| issn | 2271-2097 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | ITM Web of Conferences |
| spelling | doaj-art-7e5b463dca6e497b8a48b842b8d46e8a2025-01-08T10:58:54ZengEDP SciencesITM Web of Conferences2271-20972024-01-01690300810.1051/itmconf/20246903008itmconf_maih2024_03008Multi-model based behaviour analysis for inclusive mobilityVanderhaegen Frédéric0Richard Philippe1UPHF, LAMIH UMR CNRS 8201IRT RaileniumThe paper proposes an original approach based on holistic and specific models of human or technical behaviors. Holistic models concern generic behaviors that can be achieved by different human or technical decision-makers and specific models represent individual behaviors of a given human or technical decision-maker. They are modelled with Petri nets and Faults trees. The analysis of combinations between these models generates scenarios that can affect inclusive mobility in terms of human health, system safety or fluidity of mobility. These scenarios are represented with cause trees and simulated with the MissRail® platform to validate their feasibility. They involve behaviors of road users like pedestrians, car or train drivers and of Artificial Intelligence based systems like an Adaptive Cruise Control or a Lane-Keeping Assist.https://www.itm-conferences.org/articles/itmconf/pdf/2024/12/itmconf_maih2024_03008.pdf |
| spellingShingle | Vanderhaegen Frédéric Richard Philippe Multi-model based behaviour analysis for inclusive mobility ITM Web of Conferences |
| title | Multi-model based behaviour analysis for inclusive mobility |
| title_full | Multi-model based behaviour analysis for inclusive mobility |
| title_fullStr | Multi-model based behaviour analysis for inclusive mobility |
| title_full_unstemmed | Multi-model based behaviour analysis for inclusive mobility |
| title_short | Multi-model based behaviour analysis for inclusive mobility |
| title_sort | multi model based behaviour analysis for inclusive mobility |
| url | https://www.itm-conferences.org/articles/itmconf/pdf/2024/12/itmconf_maih2024_03008.pdf |
| work_keys_str_mv | AT vanderhaegenfrederic multimodelbasedbehaviouranalysisforinclusivemobility AT richardphilippe multimodelbasedbehaviouranalysisforinclusivemobility |