CAREER: Efficient, Secure and Robust Control of Cyber Physical Systems

职业：网络物理系统的高效、安全和鲁棒控制

• 批准号: 0955111
• 负责人: Bruno Sinopoli
• 金额: $ 40万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2010
• 资助国家: 美国
• 起止时间: 2010-03-15 至 2016-02-29
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0955111&HistoricalAwards=false
• 关键词: CAREER; Efficient; Secure; Robust; Control

As computers, communication bandwidth become increasingly faster and cheaper, computing and communication capabilities will be embedded in interconnected devices placed in complex physical environments. We refer to systems that bridge the cyber-world of computing and communications with the physical one as cyber-physical systems (CPS).Intellectual MeritThe convergence of computing and communications raises significant engineering challenges because of the scale, the need to bridge physical and software domains, and the need to operate efficiently, securely and reliably. We propose to develop innovative methods and tools for three critical sub-problems:-Efficient Resource Allocation, i.e. the capability to efficiently parse the potentially enormous amount of data to distill the information relevant to failure/attack detection, estimation, control, and decision-making. We propose to study novel approaches for sensor scheduling to address energy efficiency and performance guarantees with respect to estimation and detection applications.-Security, i.e. the capability to detect malicious attacks, to guarantee continuity of operations with gracefully decreased functionalities, and to ultimately thwart attacks by reconfiguring and restoring full functionality. We propose to integrate security in the system design process, by defining classes of threats and designing attack resilient control systems.-Robustness/Reconfigurability. CPS must be engineered to handle change. We propose to model and analyze the interaction between sensing, communication and computing infrastructure to enable robust/ reconfigurable design of decision-making mechanisms.Broader ImpactThe technological impact of the proposed work is rooted in the development of design tools for robust, secure CPS that will reduce design cycle time, increase operational efficiency and make a compelling economic case for widespread use of CPS. Efficiency implies less energy consumption and therefore lower emissions. Reliability and security will prove crucial to the adoption of such technology in many industrial applications. The educational impact of this project stems from the transition of research directly to classrooms through cutting-edge courses and to laboratories by building suitable test-beds that will offer a comprehensive learning experience for the next generation of engineering students.

随着计算机、通信带宽变得越来越快、越来越便宜，计算和通信能力将嵌入到复杂物理环境中的互连设备中。我们将连接计算和通信网络世界与物理世界的系统称为网络物理系统 (CPS)。 智力优势计算和通信的融合由于规模、连接物理和软件领域的需要以及高效、安全和可靠运行的需要而带来了重大的工程挑战。我们建议为三个关键子问题开发创新方法和工具： - 高效资源分配，即有效解析潜在大量数据以提取与故障/攻击检测、估计、控制和决策相关的信息的能力。我们建议研究传感器调度的新方法，以解决估计和检测应用方面的能源效率和性能保证问题。-安全性，即检测恶意攻击的能力，以适度减少功能来保证操作的连续性，并通过重新配置和恢复全部功能来最终阻止攻击。我们建议通过定义威胁类别和设计攻击弹性控制系统，将安全性集成到系统设计过程中。-鲁棒性/可重新配置性。 CPS 的设计必须能够应对变化。我们建议对传感、通信和计算基础设施之间的交互进行建模和分析，以实现决策机制的鲁棒/可重构设计。更广泛的影响拟议工作的技术影响植根于开发鲁棒、安全的 CPS 设计工具，这将缩短设计周期时间，提高运营效率，并为 CPS 的广泛使用提供令人信服的经济案例。 效率意味着更少的能源消耗，从而降低排放。事实证明，可靠性和安全性对于在许多工业应用中采用此类技术至关重要。 该项目的教育影响源于通过尖端课程将研究直接转移到课堂，并通过建立合适的试验台将研究直接转移到实验室，为下一代工程专业学生提供全面的学习体验。