I-Corps: Smart Data Gateway for Intelligent Transportation

I-Corps：智能交通的智能数据网关

• 批准号: 2228831
• 负责人: Arthur Helmicki
• 金额: $ 5万
• 依托单位: University of Cincinnati Main Campus
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-08-15 至 2024-04-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2228831&HistoricalAwards=false
• 关键词: Corps; Smart; Data; Gateway; Intelligent

The broader impact/commercial potential of this I-Corps project is the potential development of a field-testing regimen and a long-term, on-site health monitor for highway structures. This technology seeks to develop a smart and secured data gateway to integrate the data from emerging, heterogeneous cyberphysical systems and provide a seamless dashboard for transportation officials to make quick and informed actions. As a service, this technology could provide real-time traffic information such as vehicle counts, vehicle/pedestrian/wildlife classifications, and a combination of strategic alliances with private transportation agencies that are contracted to create safe traffic intersections and roundabouts. The proposed technology could also scale existing software to provide analytics such as bike and pedestrian detection, near misses, real-time asset monitoring, and the ability to provide computer-based modeling.This I-Corps project is based on the potential development of a robust, yet adaptive smart data gateway to monitor the health of highway infrastructture. The gateway must be capable of supporting the diverse data formats used in heterogeneous cyberphysical systems. The ability to connect nearby cyberphysical systems to historical data in each location is challenging; The smart data gateway should connect and continuously stream data between the heterogeneous cyberphysical systems. In addition, the gateway should process the incoming data in real-time, detect the correct data format, check for any malicious data points, process the data using artificial intelligence (AI) models to prioritize the data, derive patterns, display the relevant data in the dashboard, and relay proper responses to the corresponding systems. As a service, this technology could provide real-time traffic information to create safer traffic intersections and roundabouts.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

该I-Corps项目的更广泛的影响/商业潜力是现场测试方案的潜在发展以及长期的高速公路结构现场健康监测仪。这项技术旨在开发一个智能而有安全的数据网关，以整合新兴，异质性网络物理系统的数据，并为运输官员提供无缝的仪表板，以快速而知情的行动。作为一项服务，该技术可以提供实时的交通信息，例如车辆计数，车辆/行人/野生动植物分类，以及将战略联盟与私人运输机构结合在一起，这些机构签订了合同，以创建安全的交通交叉路口和回旋处。所提出的技术还可以扩展现有软件，以提供分析，例如自行车和行人检测，近距离，实时资产监控以及提供基于计算机的建模的能力。该I-Corps项目基于强大但适应性的智能数据网关的潜在开发，以监视高速公路基础设施健康的健康。 网关必须能够支持异质性网络物理系统中使用的各种数据格式。将附近的网络物理系统连接到每个位置的历史数据的能力具有挑战性；智能数据网关应在异质性网络物理系统之间连接并连续流数据。此外，网关应实时处理传入的数据，检测正确的数据格式，检查任何恶意数据点，使用人工智能（AI）模型处理数据，以优先考虑数据，得出模式，在仪表板中显示相关数据，然后对相应系统进行适当的响应。 作为一项服务，这项技术可以提供实时的流量信息，以创建更安全的交通交叉点和回旋处。该奖项反映了NSF的法定任务，并认为使用基金会的知识分子优点和更广泛的影响评估标准，认为值得通过评估来提供支持。