Cyber-Physical Systems: Foundations, Principles and Applications

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. 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 environmentFocuses on new design, analysis, and verification tools that embody the scientific principles of CPS and incorporate measurement, dynamics, and controlCovers applications in numerous sectors, including agriculture, energy, transportation, building design and automation, healthcare, and manufacturing INDICE: Part 1: Architectures and Design Chapter 1: Cyber-Physical Systems: Evolution, Basics and Fundamental Concepts Chapter 2: Cyber-Physical Systems Domains and Challenges Chapter 3: Cyber-Physical Systems Architecture Chapter 4: Adaptive Control in Cyber-Physical Systems Chapter 5: Communication and Networking for Cyber-Physical Systems Chapter 6: Real-time Embedded Cyber-Physical Systems Architecture Chapter 7: Real-time Sensing, Reasoning and Adaptation for Cyber-Physical Systems Chapter 8: Cloud-integrated Cyber-Physical Systems Chapter 9: Cyber-Physical Systems Security and Privacy Chapter 10: Design Theory for Cyber-Physical Systems Part 2: Modeling, Simulation, Implementation and Verification Chapter 11: Cyber-Physical Systems Tools, Design, Modeling, and Simulation Chapter 12: Computation Models for Cyber-Physical Systems Chapter 13: Cyber-Physical System Intelligence Chapter 14: Design and Performance Optimization in Cyber-Physical Systems Chapter 15: Virtualization of Physical Components in Cyber-Physical Systems Chapter 16: Validation, Verification and Formal Methods for Cyber-Physical Systems Chapter 17: Mobile Sensors in Cyber-Physical Systems Chapter 18: Machine Learning for Cyber-Physical Systems Chapter 19: Cyber-Physical Systems for Energy, Transportation, Health Care, Agriculture Chapter 20: Cyber-Physical Systems: test beds and deployment issues

• ISBN: 978-0-12-803801-7
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 514
• Fecha Publicación: 08/10/2016
• Nº Volúmenes: 1
• Idioma: Inglés