| Description |
1 online resource (595 p.) |
| Series |
IEEE Press Series on Technology Management, Innovation, and Leadership Series |
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IEEE Press Series on Technology Management, Innovation, and Leadership Series
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| Contents |
Cover -- Title Page -- Copyright -- Contents -- A Note from the Series Editor -- About the Editors -- List of Contributors -- Introduction -- Part I Fundamental Concepts and Methods -- Chapter 1 Human-in-the-Loop Control and Cyber-Physical-Human Systems: Applications and Categorization -- 1.1 Introduction -- 1.2 Cyber + Physical + Human -- 1.2.1 Cyberphysical Systems -- 1.2.2 Physical-Human Systems -- 1.2.3 Cyber-Human Systems -- 1.3 Categorizing Human-in-the-Loop Control Systems -- 1.3.1 Human-in-the-Plant -- 1.3.2 Human-in-the-Controller -- 1.3.3 Human-Machine Control Symbiosis |
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1.3.4 Humans-in-Multiagent-Loops -- 1.4 A Roadmap for Human-in-the-Loop Control -- 1.4.1 Self- and Human-Driven Cars on Urban Roads -- 1.4.2 Climate Change Mitigation and Smart Grids -- 1.5 Discussion -- 1.5.1 Other Ways of Classifying Human-in-the-Loop Control -- 1.5.2 Modeling Human Understanding and Decision-Making -- 1.5.3 Ethics and CPHS -- 1.6 Conclusions -- Acknowledgments -- References -- Chapter 2 Human Behavioral Models Using Utility Theory and Prospect Theory -- 2.1 Introduction -- 2.2 Utility Theory -- 2.2.1 An Example -- 2.3 Prospect Theory -- 2.3.1 An Example: CPT Modeling for SRS |
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2.3.1.1 Detection of CPT Effects via Lotteries -- 2.3.2 Theoretical Implications of CPT -- 2.3.2.1 Implication I: Fourfold Pattern of Risk Attitudes -- 2.3.2.2 Implication II: Strong Risk Aversion Over Mixed Prospects -- 2.3.2.3 Implication III: Effects of Self-Reference -- 2.4 Summary and Conclusions -- Acknowledgments -- References -- Chapter 3 Social Diffusion Dynamics in Cyber-Physical-Human Systems -- 3.1 Introduction -- 3.2 General Formalism for Social Diffusion in CPHS -- 3.2.1 Complex and Multiplex Networks -- 3.2.2 General Framework for Social Diffusion |
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3.2.3 Main Theoretical Approaches -- 3.3 Modeling Decision-Making -- 3.3.1 Pairwise Interaction Models -- 3.3.2 Linear Threshold Models -- 3.3.3 Game-Theoretic Models -- 3.4 Dynamics in CPHS -- 3.4.1 Social Diffusion in Multiplex Networks -- 3.4.2 Co-Evolutionary Social Dynamics -- 3.5 Ongoing Efforts Toward Controlling Social Diffusion and Future Challenges -- Acknowledgments -- References -- Chapter 4 Opportunities and Threats of Interactions Between Humans and Cyber-Physical Systems - Integration and Inclusion Approaches for CPHS -- 4.1 CPHS and Shared Control |
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4.2 "Tailor-made" Principles for Human-CPS Integration -- 4.3 "All-in-one" based Principles for Human-CPS Inclusion -- 4.4 Dissonances, Opportunities, and Threats in a CPHS -- 4.5 Examples of Opportunities and Threats -- 4.6 Conclusions -- References -- Chapter 5 Enabling Human-Aware Autonomy Through Cognitive Modeling and Feedback Control -- 5.1 Introduction -- 5.1.1 Important Cognitive Factors in HAI -- 5.1.2 Challenges with Existing CPHS Methods -- 5.1.3 How to Read This Chapter -- 5.2 Cognitive Modeling -- 5.2.1 Modeling Considerations -- 5.2.2 Cognitive Architectures |
| Notes |
Description based upon print version of record |
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5.2.3 Computational Cognitive Models |
| Form |
Electronic book
|
| Author |
Khargonekar, Pramod P
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Lamnabhi-Lagarrigue, Françoise
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Spurgeon, Sarah K
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| ISBN |
9781119857419 |
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1119857414 |
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