CPS: Small: Collaborative Research: Foundations of Cyber-Physical Networks

CPS：小型：协作研究：网络物理网络的基础

• 批准号: 0931972
• 负责人: John Stankovic
• 金额: $ 27.5万
• 依托单位: University of Virginia Main Campus
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2009
• 资助国家: 美国
• 起止时间: 2009-09-01 至 2012-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0931972&HistoricalAwards=false
• 关键词: CPS; Small; Collaborative; Research; Foundations

CPS: Small: Collaborative Research: Foundations of Cyber-Physical NetworksThe objective of this research is to investigate the foundations,methodologies, algorithms and implementations of cyberphysicalnetworks in the context of medical applications. The approach is todesign, implement and study Carenet, a medical care network, byinvestigating three critical issues in the design and constructionof cyberphysical networks: (1) rare event detection andmultidimensional analysis in cyberphysical data streams, (2)reliable and trusted data analysis with cyberphysical networks,including veracity analysis for object consolidation and redundancyelimination, entity resolution and information integration, andfeedback interaction between cyber- and physical- networks, and (3)spatiotemporal data analysis including spatiotemporal clusteranalysis, sequential pattern mining, and evolution of cyberphysicalnetworks.Intellectual merit: This project focuses on several most pressingissues in large-scale cyberphysical networks, and developsfoundations, principles, methods, and technologies of cyberphysicalnetworks. It will deepen our understanding of the foundations,develop effective and scalable methods for mining such networks,enrich our understanding of cyberphysical systems, and benefit manymission-critical applications. The study will enrich the principlesand technologies of both cyberphysical systems and informationnetwork mining.Broader impacts: The project will integrate multiple disciplines,including networked cyberphysical systems, data mining, andinformation network technology, and advance these frontiers. It willturn raw data into useful knowledge and facilitate strategicallyimportant applications, including the analysis of patient networks,combat networks, and traffic networks. Moreover, the projectsystematically generates new knowledge and contains a comprehensiveeducation and training plan to promote diversity, publicity, andoutreach.

CPS：小：合作研究：网络物理网络的基础本研究的目的是调查的基础，方法，算法和实现的cyberphysicalnetworks在医疗应用的背景下。本研究的目的是设计、实现和研究一个医疗保健网络Carenet，通过研究网络物理网络设计和构建中的三个关键问题：（1）网络物理数据流中的罕见事件检测和多维分析，（2）网络物理网络的可靠和可信数据分析，包括对象合并和冗余消除的准确性分析，实体解析和信息集成，（3）时空数据分析，包括时空聚类分析、序列模式挖掘和网络物理网络的演化。学术价值：本项目主要研究大规模网络物理网络中的几个最紧迫的问题，发展网络物理网络的基础、原理、方法和技术。它将加深我们对基础的理解，开发有效和可扩展的方法来挖掘这些网络，丰富我们对网络物理系统的理解，并使许多关键任务应用程序受益。更广泛的影响：该项目将整合包括网络化网络物理系统、数据挖掘和信息网络技术在内的多个学科，并推进这些前沿领域的发展。它将把原始数据转化为有用的知识，并促进具有重要战略意义的应用，包括分析病人网络、作战网络和交通网络。此外，该项目系统地产生新的知识，并包含一个全面的教育和培训计划，以促进多样性，宣传和推广。