Cyber-physical systems : foundations, principles and applications /
edited by Houbing Song [et...al].
- Amsterdam : Elsevier, c2017
- xxx,484 p. : ill. ; 23 cm.
- I telligent data centric systems .
Contents
Part I Foundations Chapter 1. Characterization, Analysis and recommendations for exploiting the opportunities of Cyber-Physical system Introduction CPS Characterization Analysis of representative CPS Domains Recommendations based on a cross-domain analysis Discussion and related work
Chapter 2. Adaptive control in Cyber-Physical system: Distributed consensus control for wireless Cyber-Physical system Introduction Communication channel of multi-agent system Consensus control Interaction of control theory and information theory Cross-layer design resource allocation for distributed control Conclusions and emerging topics
Chapter 3. Online control and optimization for Cyber-Physical system Introduction A control and optimization for Cyber-Physical systems Infinitesimal Perturbation Analysis (IPA) : The IPA Calculus IPA Properties The data harvesting problem in in CPS Conclusion
Chapter 4. Energy- type communications over 5G systems: Challenges and research trends for supporting industrial CPS Application Introduction Cyber-Physical system and energy-harvesting low power sensors Direct RF Energy harvesting Relayed RF energy harvesting Summary and open issues
Chapter 5. Machine- type communication over 5G systems: Challenges and research trends for supporting industrial CPS Applications Application scenarios for 5G MTC in industrial CPS application Network architecture for ultra-dense MTC The RA for MTC Transmission of industrial alarm message etc
Chapter 6 Data reliability challenge of Cyber-Physical systems The age of social sensing in Cyber-Physical system Review of the state-of the art An analytical framework to address data reliability in CPS Summary and impact
Chapter 7 Network-wide programming challenges in Cyber-Physical system Outlook and challenges Programming Cyber-Physical system Issues of scale Network-Wide programming Virtualization on the edge and network issues Registries and resource integration Scaffold: A framework for network-wide programming in Cyber-Physical system etc
Chapter 8 Cyber-Physical system and human action A Re-Definition of distributed agency between humas and technology, using the example of explicit and implicit knowledge Relationships between CPS and human actors Communication within the cooperation between human and technological actor
Part 2 Principles
Chapter 10 Interfacing Cyber-Physical systems with human decision makers Cyber-Physical system change-machine cooperation Complexity Flexibility Discussion and outlook
Chapter 11. Social network signal processing for Cyber-Physical systems Introduction The social signal: a Twitter story Event detection and tracking with Instagram Veracity of media post Conclusion
Chapter 12 Validation, Verification and formal methods for Cyber-Physical systems Introduction Formal representation of CPS Verification Validation Conclusion
Chapter 13. Benchmarking of Cyber-Physical systems in industrial robotics: The RoboCup logistics league as a CPS Benchmark Blueprint Introduction Cyber-Physical systems in Smart Factory The RoboCup logistics league Robot Bechmark features A benchmark for logistic Robots in a Smart factory Key performance indicators for for the RCLL etc
Chapter 14 Localization in Cyber-Physical systems Introduction RFID Localization modes Principles of RFID Localization Case studies
Chapter 15 Green Cyber-Physical systems Role of Green Cyber-Physical systems Green CPS recent advances Summary
Chapter 16. Wireless rechargeable sensor networks for Cyber-Physical systems WRSNs and Related application Charging Model Classic charging schemes Charging scheme for Stochastic event capture Multiple- WCV collaborative charging scheme
Chapter 17 Applying behavior game theory to Cyber-Physical systems protection planning Introduction Related work Approach Illustration Validation Conclusion
Chapter 18 Probability graphical modelling of distributed Cyber-Physical systems Chapter 19 Model-based testing of Cyber-Physical systems Chapter 20 Cyber-Physical systems for wide-area situational awareness Chapter 21 The need of dynamic and adaptive data models for Cyber-Physical systems Chapter 22 Transformation of mission-critical applications in aviation to Cyber-Physical systems etc
Includes bibliographic references p. 448-449 and Indexes p. 451-484