Systematic and orchestrated deployment of safety solutions in complex urban environments for ageing and vulnerable societies

在复杂的城市交通环境中，不同类型的vru之间以及vru与机动车辆之间存在未知的相互作用，因此需要清楚地了解用户行为，公平和优化地使用公共空间，以及适合老年人的城市安全行动计划和评估，利用技术创新和大量可用数据可以在高级事故分析中提供的好处。到2050年实现欧盟道路交通零死亡的“零愿景”。SOTERIA旨在通过创新模型、工具和服务的整体框架，加速弱势道路使用者实现这一愿景，实现数据驱动的城市安全智能，促进vru的安全出行，并促进复杂环境中微移动服务的安全集成。在运营层面，SOTERIA揭示了vru未被探索的行为特征，并让生活实验室社区参与社会创新活动，共同创造城市安全解决方案和基础设施设计。开发了仿真模型和可解释的人工智能驱动分析，以支持政策决策和为支持vru安全清洁旅行的互联服务提供信息。车载传感器和连接性得到培养，使危险情况和行为最小化。该方法在四个专题演示中得到验证，并通过SOTERIA网络在8个城市进行验证，以解决不同类型的虚拟现实问题。

The emergence of complex urban mobility environments where unknown interactions between different types of VRUs and between VRUs and motorised vehicles poses the need for a clear understanding of user behaviours, fair and optimised use of public spaces as well as age friendly urban safety action plans and assessments, capitalising on the benefits that technological innovations and the plethora of available data can offer in advanced accident analysis, towards achieving EU’s ‘Vision Zero’ for zero fatalities in road transport by 2050. SOTERIA aims to accelerate the attainment of this Vision for vulnerable road users through a holistic framework of innovative models, tools and services that enable data driven urban safety intelligence, facilitate safe travelling of VRUs and foster the safe integration of micro-mobility services in complex environments. At the operational level SOTERIA uncovers unexplored behavioural characteristics of VRUs and engages Living Lab communities in social innovation activities for the co-creation of urban safety solutions and infrastructure designs. Simulation models and explainable AI driven analytics are developed for supporting policy decisions and informing interconnected services that support VRUs in safe and clean travelling. On-vehicle sensors and connectivity is fostered enabling minimisation of risky situations and behaviours. The approach is validated in four thematic demonstrations and through the SOTERIA network of 8 cities, addressing different types of VRUs.