Principles of cyber-physical systems : an interdisciplinary approach
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書誌事項
Principles of cyber-physical systems : an interdisciplinary approach
Cambridge University Press, 2020
- : hardback
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This unique introduction to the foundational concepts of cyber-physical systems (CPS) describes key design principles and emerging research trends in detail. Several interdisciplinary applications are covered, with a focus on the wide-area management of infrastructures including electric power systems, air transportation networks, and health care systems. Design, control and optimization of cyber-physical infrastructures are discussed, addressing security and privacy issues of networked CPS, presenting graph-theoretic and numerical approaches to CPS evaluation and monitoring, and providing readers with the knowledge needed to operate CPS in a reliable, efficient, and secure manner. Exercises are included. This is an ideal resource for researchers and graduate students in electrical engineering and computer science, as well as for practitioners using cyber-physical systems in aerospace and automotive engineering, medical technology, and large-scale infrastructure operations.
目次
- Part I. Overcoming Uncertainty: 1. From Physical Processes to Theoretical Foundations of Cyber-Physical Systems Design and Optimization Paul Bogdan and Radu Marculescu
- 2. Effective Uncertainty Evaluation in Large-Scale Systems Junfei Xie, Yan Wan, Yi Zhou, Kevin Mills, James J. Filliben and Yu Lei
- 3. A Flexible Graph Partitioning Algorithm for Cyber-Physical Systems Rahul Dhal and Sandip Roy
- Part II. Exploiting Structure for Control: 4. A Survey on Remote Estimation Problems Marcos M. Vasconcelos and Nuno Martins
- 5. Joint Scheduling and Optimal Adaptive Event-triggered Control of Distributed Cyber-physical Systems Hao Xu, Avimanyu Sahoo, and S. Jagannathan
- 6. Online Adaptive Network Design for Disturbance Rejection Airlie Chapman, Eric Schoof, and Mehran Mesbahi
- 7. Meanings and Applications of Structure in Networks of Dynamic Systems Vasu Chetty and Sean Warnick
- Part III. Privacy, Security, and Protection: 8. Preserving Confidentiality of Critical Energy Infrastructure Information Bernard Lesieutre, Alex Borden and Parameswaran Ramanathan
- 9. A Framework for Cyber-Physical System Security Situation Awareness Wei Yu, Guobin Xu, Khanh Pham, Erik Blasch, Genshe Chen, Dan Shen, and Paul Moulema
- 10. Security in the Cyber-Physical Electric Power Infrastructure Bruce McMillin, Ravi Akella, Gerry Howser, Thoshitha Gamage and Tom Roth
- 11. Bio-Inspired Framework for Allocation of Protection Resources in Cyber-Physical Networks Victor M. Preciado, Michael Zargham, Chinwendu Enyioha, Cameron Nowzari, Shuo Han, Masaki Ogura, Ali Jadbabaie, and George Pappas
- Part IV. Frameworks and Testbeds: 12. Resource Management in Cloud Assisted Cyber Physical Systems Brijesh Kashyap Chejerla, Sanjay Madria and Sajal K. Das
- 13. Middleware for the Internet of Things Rahav Dor and Chenyang Lu
- 14. In Silica and In Vitro Modeling Platforms for Stimulation of Emergent Processes in Neuronal Networks Sandip Roy, Patrick Corrigan and James Krueger
- Part V. Conclusion: 15. Wide-Area Management of Cyber-Physical Infrastructures: A Call to Action Sandip Roy, Sajal K. Das, and Mengran Xue.
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