Design Automation of Cyber-Physical Systems: Challenges, Advances, and Opportunities

被引:108
作者
Seshia, Sanjit A. [1 ]
Hu, Shiyan [2 ]
Li, Wenchao [3 ]
Zhu, Qi [4 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
[2] Michigan Technol Univ, Dept Elect & Comp Engn, Houghton, MI 49931 USA
[3] Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
[4] Univ Calif Riverside, Riverside, CA 92521 USA
基金
美国国家科学基金会;
关键词
Cyber-physical systems; design automation; formal verification; formal specification; machine learning; synthesis; human-robot interaction; security; privacy; energy management; automotive engineering; CALIBRATION PROCEDURE; BUILDING AUTOMATION; ENERGY; UNCERTAINTY; SIMULATION; AUTHENTICATION; METHODOLOGY; MODELS; FUTURE;
D O I
10.1109/TCAD.2016.2633961
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A cyber-physical system (CPS) is an integration of computation with physical processes whose behavior is defined by both computational and physical parts of the system. In this paper, we present a view of the challenges and opportunities for design automation of CPS. We identify a combination of characteristics that define the challenges unique to the design automation of CPS. We then present selected promising advances in depth, focusing on four foundational directions: combining model-based and data-driven design methods; design for human-in-the-loop systems; component-based design with contracts, and design for security and privacy. These directions are illustrated with examples from two application domains: smart energy systems and next-generation automotive systems.
引用
收藏
页码:1421 / 1434
页数:14
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