IUCRC Phase I Oakland University: Center for Pervasive Personalized Intelligence (PPI)

IUCRC 第一阶段 奥克兰大学：普适个性化情报中心 (PPI)

• 批准号: 2231619
• 负责人: Marouane Kessentini
• 金额: $ 37.5万
• 依托单位: Oakland University
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-04-15 至 2025-12-31
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2231619&HistoricalAwards=false
• 关键词: IUCRC; Phase; Oakland; University; Center

The Internet of Things (IoT) refers to the ecosystem of computing devices (e.g. cellphones, household appliances, vehicles, etc.) connected to each other via the internet. The goal of the Center is to enable the next generation of IoT systems to be more proactive and personalized without compromising security and privacy, thereby improving decision making, increasing efficiency and enabling new types of computing applications. This Pervasive Personalized Intelligence (PPI) will be brought about by collaborative research efforts between industry and Oakland University (OU), which will advance the areas of intelligent transportation, edge intelligence, and smart energy.Researchers at OU will investigate foundational research under three thrusts: Intelligent Transportation/Edge AI, Software Engineering Intelligence, and Smart Energy. The proposed research projects will investigate several challenges related to managing the complexity in deploying ML applications on the edge in constrained hardware environments such as embedded devices in cars; developing personalized, context-aware sensing-analysis-actuation solutions in smart vehicles and enabling smart electric systems that help customers use the most energy when demands are lower. These research projects are related to the next step in IoT technologies evolution which involves developing AI and machine learning applications that run on the edge, closer to where data is produced and consumed such as embedded devices in smart cars.Advances in IoT impact many facets of everyday life. The PPI Center explores research thrusts in Artificial Intelligence, Smart Energy, Intelligent Transportation, Computing Systems, Programmability, Visualization, and Computer Security and Privacy that are broadly applicable beyond IoT systems to a variety of other scientific domains such as environmental science, agriculture, biology and robotics. The research outputs will be disseminated through publications, research presentations to industry and academia, open-source code and industrial collaborations. The Center will train graduate students through hands-on experience on projects relevant to industrial collaborators. The educational activities include summer schools for industry engineers and K-12 outreach through partnerships with OU’s programs.The PPI Center will maintain a publicly-accessible project repository that will store open-source code, publicly available datasets, papers and other research outputs that can be disseminated to the general public. This repository will be maintained for the lifetime of the center and the URL will be http://ppicenter.org.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.

物联网（IoT）是指通过Internet相互连接的计算设备的生态系统（例如，手机，家用电器，车辆等）。该中心的目的是使下一代的物联网系统在不损害安全性和隐私的情况下更加主动和个性化，从而提高决策，提高效率并启用新型的计算应用程序。这种无处不在的个性化情报（PPI）将由工业和奥克兰大学（OAKLAND UNIVERSITY（OU）之间的合作研究工作）购买，这将推动OU的智能运输，边缘智能和智能能源的领域。拟议的研究项目将调查与在约束硬件环境（例如汽车中嵌入式设备）中部署ML应用程序在边缘部署ML应用程序相关的几个挑战；在智能车辆中开发个性化的，上下文感知的灵敏度 - 分析 - 分析解决方案，并启用智能电动系统，以帮助客户在需求较低时使用最大的能量。这些研究项目与物联网技术演化的下一步有关，该项目涉及开发在边缘运行的AI和机器学习应用程序，更接近数据的生产和消耗的位置，例如智能汽车中的嵌入式设备。物联网的预测影响了日常生活的许多方面。 PPI中心探讨了人工智能，智能能源，智能运输，计算系统，可编程性，可视化以及计算机安全和隐私性的研究作用，这些问题广泛适用于物联网系统以外的其他科学领域，例如环境科学，农业，农业，生物学和机器人技术。研究成果将通过出版物，行业和学术界的研究演讲，开源法规和工业合作进行传播。该中心将通过与工业合作者相关的项目进行实践经验培训研究生。教育活动包括通过与OU计划的合作伙伴关系的行业工程师和K-12外展活动的暑期学校。PPI中心将维护一个可公开访问的项目存储库，该库将存储开源代码，公开可用的数据集，论文和其他可以将其传播给公众的研究成果。该存储库将在中心的一生中维护，URL将是http：//ppicenter.org..org.this奖，该奖项反映了NSF的法定任务，并通过使用基金会的知识分子和更广泛的影响来评估标准。