Cyber-Physical Systems

Foundations, Principles and Applications
Erscheinungsjahr 2016
ISBN: 978-0-12-803801-7
Verlag: Elsevier Science Publishing Co Inc

Buch, Englisch, 514 Seiten, Format (B × H): 235 mm x 193 mm, Gewicht: 1062 g

Reihe: Intelligent Data-Centric Systems: Sensor Collected Intelligence

Cyber-Physical Systems: Foundations, Principles and Applications explores the core system science perspective needed to design and build complex cyber-physical systems. Using Systems Science's underlying theories, such as probability theory, decision theory, game theory, organizational sociology, behavioral economics, and cognitive psychology, the book addresses foundational issues central across CPS applications, including System Design -- How to design CPS to be safe, secure, and resilient in rapidly evolving environments, System Verification -- How to develop effective metrics and methods to verify and certify large and complex CPS, Real-time Control and Adaptation -- How to achieve real-time dynamic control and behavior adaptation in a diverse environments, such as clouds and in network-challenged spaces, Manufacturing -- How to harness communication, computation, and control for developing new products, reducing product concepts to realizable designs, and producing integrated software-hardware systems at a pace far exceeding today's timeline. The book is part of the Intelligent Data-Centric Systems: Sensor-Collected Intelligence series edited by Fatos Xhafa, Technical University of Catalonia.

Indexing: The books of this series are submitted to EI-Compendex and SCOPUS

Autoren/Hrsg.

Song, Houbing

Song, Houbing Herbert

Rawat, Danda B.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Technische Informatik Eingebettete Systeme
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

PART 1 FOUNDATIONS

1. Characterization, Analysis, and Recommendations for Exploiting the Opportunities of Cyber-Physical Systems

2. Adaptive Control in Cyber-Physical Systems: Distributed Consensus Control for Wireless Cyber-Physical Systems

3. Online Control and Optimization for Cyber-Physical Systems

4. Energy-Harvesting Low-Power Devices in Cyber-Physical Systems

5. Machine-Type Communications Over 5G Systems: Challenges and Research Trends for Supporting Industrial CPS Applications.

6. Data Reliability Challenge of Cyber-Physical Systems

7. Network-Wide Programming Challenges in Cyber-Physical Systems

8. Cyber-Physical Systems and Human Action: A Re-Definition of Distributed Agency Between Humans and Technology, Using the Example of Explicit and Implicit Knowledge

9. Security and Privacy in Cyber-Physical Systems

PART 2 PRINCIPLES

10. Interfacing Cyber-Physical Production Systems With Human Decision Makers

11. Social Network Signal Processing for Cyber-Physical Systems

12. Validation, Verification, and Formal Methods for Cyber-Physical Systems

13. Benchmarking of Cyber-Physical Systems in Industrial Robotics: The RoboCup Logistics League as a CPS Benchmark Blueprint

14. Localization in Cyber-Physical Systems

15. Green Cyber-Physical Systems

16. Wireless Rechargeable Sensor Networks for Cyber-Physical Systems

17. Applying Behavioral Game Theory to Cyber-Physical Systems Protection Planning

18. Probabilistic Graphical Modeling of Distributed Cyber-Physical Systems

19. Model-Based Testing of Cyber-Physical Systems

20. Cyber-Physical Systems for Wide-Area Situational Awareness

PART 3 APPLICATIONS

21. The Need of Dynamic and Adaptive Data Models for Cyber-Physical Production Systems

22. Transformation of Mission-Critical Applications in Aviation to Cyber-Physical Systems

23. Ensuring Dependability and Performance for CPS Design: Application to a Signaling System

24. Integrating Renewable Energy Resources in Smart Grid Toward Energy-Based Cyber-Physical Systems

25. Agriculture Cyber-Physical Systems

26. An Emerging Decision Authority: Adaptive Cyber-Physical System Design for Fair Human-Machine Interaction and Decision Processes

27. Scheduling Feasibility of Energy Management in Micro-Grids Based on Significant Moment Analysis

Über Autor(innen)

Rawat, Danda B.
Danda B. Rawat is a Full Professor in the Department of Electrical Engineering & Computer Science (EECS), Founding Director of the Howard University Data Science and Cybersecurity Center (DSC2), Founding Director of Cyber-security and Wireless Networking Innovations (CWiNs) Research Lab, Graduate Program Director of Howard-CS Graduate Programs and Director of Graduate Cybersecurity Certificate Program at Howard University, Washington, DC, USA. Dr. Rawat is engaged in research and teaching in the areas of cybersecurity, machine learning and wireless networking for emerging networked systems including cyber-physical systems, Internet-of-Things, smart cities, software defined systems and vehicular networks. His professional career comprises more than 15 years in academia, government, and industry. He has secured over $4 million in research funding from US National Science Foundation, US Department of Homeland Security, Department of Energy, National Nuclear Security Administration (NNSA), DoD Research Labs, Industry (Microsoft, Intel, etc.) and private Foundations. Dr. Rawat is the recipient of NSF CAREER Award in 2016, the US Air Force Research Laboratory (AFRL) Summer Faculty Visiting Fellowship in 2017, Outstanding Research Faculty Award (Award for Excellence in Scholarly Activity) at GSU in 2015, the Best Paper Awards and Outstanding PhD Researcher Award in 2009. He has delivered over 15 Keynotes and invited speeches at international conferences and workshops. Dr. Rawat has published over 200 scientific/technical articles and 9 books. He has been serving as an Editor/Guest Editor for over 30 international journals. He has been in Organizing Committees for several IEEE flagship conferences such as IEEE INFOCOM, IEEE CNS, IEEE ICC, IEEE CCNC and so on. Dr. Rawat received the Ph.D. degree from Old Dominion University, Norfolk, Virginia. Dr. Rawat is a Senior Member of IEEE and ACM, a member of ASEE. and a Fellow of the Institution of Engineering and Technology (IET).

Song, Houbing Herbert
Houbing Song, Security and Optimization for Networked Globe Laboratory, University of Maryland, Baltimore County (UMBC), Baltimore, USA. His research interests include cyber-physical systems, cybersecurity and privacy, IoT, big data analytics, connected vehicles, smart health, wireless communications, and networking. Dr. Song has edited and authored several books in the field, including Cyber-Physical Systems: Foundations, Principles and Applications.