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Cyber-Physical Systems: Foundations, Principles and Applications (Intelligent Data-Centric Systems: Sensor Collected Intelligence)

Editat de Houbing Song, Danda B. Rawat, Sabina Jeschke, Christian Brecher
Notă GoodReads:
en Limba Engleză Paperback – 24 Sep 2016
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


  • Includes in-depth coverage of the latest models and theories that unify perspectives, expressing the interacting dynamics of the computational and physical components of a system in a dynamic environment
  • Focuses on new design, analysis, and verification tools that embody the scientific principles of CPS and incorporate measurement, dynamics, and control
  • Covers applications in numerous sectors, including agriculture, energy, transportation, building design and automation, healthcare, and manufacturing
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Specificații

ISBN-13: 9780128038017
ISBN-10: 0128038012
Pagini: 514
Ilustrații: black & white illustrations
Dimensiuni: 191 x 235 x 28 mm
Greutate: 1.04 kg
Editura: ELSEVIER SCIENCE
Seria Intelligent Data-Centric Systems: Sensor Collected Intelligence


Cuprins

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