{"product_id":"cyberphysical-systems-9781119785163","title":"Cyberphysical Systems","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eCYBER-PHYSICAL SYSTEMS\u003c\/b\u003e \u003cp\u003e\u003cb\u003eProvides a unique general theory of cyber-physical systems, focusing on how physical, data, and decision processes are articulated as a complex whole \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eCyber-physical systems (CPS) operate in complex environments systems with integrated physical and computational capabilities. With the ability to interact with humans through variety of modalities, cyber-physical systems are applied across areas such as Internet of Things (IoT)-enabled devices, smart grids, autonomous automotive systems, medical monitoring, and distributed robotics. Existing engineering methods are capable of solving technical problems, yet the deployment of CPS in a net-enabled society requires a general theory of cyber-physical systems that goes beyond specific study cases and their associated technological development. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eCyber-physical Systems: Theory, Methodology, and Applications\u003c\/i\u003e is a unique theoretical-methodological guide to assessing systems where complex informa\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003ePreface xi\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Introduction 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1.1 Cyber-Physical Systems in 2020 1\u003c\/p\u003e \u003cp\u003e1.2 Need for a General Theory 3\u003c\/p\u003e \u003cp\u003e1.3 Historical Highlights: Control Theory, Information Theory, and Cybernetics 6\u003c\/p\u003e \u003cp\u003e1.4 Philosophical Background 9\u003c\/p\u003e \u003cp\u003e1.5 Book Structure 14\u003c\/p\u003e \u003cp\u003e1.6 Summary 15\u003c\/p\u003e \u003cp\u003eExercises 15\u003c\/p\u003e \u003cp\u003eReferences 16\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I 19\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 System 21\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 21\u003c\/p\u003e \u003cp\u003e2.2 Systems Engineering 22\u003c\/p\u003e \u003cp\u003e2.3 Demarcation of Specific Systems 24\u003c\/p\u003e \u003cp\u003e2.4 Classification of Systems 28\u003c\/p\u003e \u003cp\u003e2.4.1 Natural and Human-Made Systems 29\u003c\/p\u003e \u003cp\u003e2.4.2 Material and Conceptual Systems 29\u003c\/p\u003e \u003cp\u003e2.4.3 Static and Dynamic Systems 30\u003c\/p\u003e \u003cp\u003e2.4.4 Closed and Open Systems 31\u003c\/p\u003e \u003cp\u003e2.5 Maxwell’s Demon as a System 31\u003c\/p\u003e \u003cp\u003e2.5.1 System Demarcation 33\u003c\/p\u003e \u003cp\u003e2.5.2 Classification 33\u003c\/p\u003e \u003cp\u003e2.5.3 Discussions 34\u003c\/p\u003e \u003cp\u003e2.6 Summary 35\u003c\/p\u003e \u003cp\u003eExercises 36\u003c\/p\u003e \u003cp\u003eReferences 37\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Uncertainty 39\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 39\u003c\/p\u003e \u003cp\u003e3.2 Games and Uncertainty 40\u003c\/p\u003e \u003cp\u003e3.3 Uncertainty and Probability Theory 45\u003c\/p\u003e \u003cp\u003e3.4 Random Variables: Dependence and Stochastic Processes 56\u003c\/p\u003e \u003cp\u003e3.5 Summary 63\u003c\/p\u003e \u003cp\u003eExercises 63\u003c\/p\u003e \u003cp\u003eReferences 64\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Information 67\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 67\u003c\/p\u003e \u003cp\u003e4.2 Data and Information 68\u003c\/p\u003e \u003cp\u003e4.3 Information and Its Different Forms 75\u003c\/p\u003e \u003cp\u003e4.3.1 Mathematical Information and Communication 76\u003c\/p\u003e \u003cp\u003e4.3.2 Semantic Information 77\u003c\/p\u003e \u003cp\u003e4.3.3 Biological Information 78\u003c\/p\u003e \u003cp\u003e4.3.4 Physical Information 79\u003c\/p\u003e \u003cp\u003e4.4 Physical and Symbolic Realities 79\u003c\/p\u003e \u003cp\u003e4.5 Summary 82\u003c\/p\u003e \u003cp\u003eExercises 82\u003c\/p\u003e \u003cp\u003eReferences 84\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Network 87\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction 87\u003c\/p\u003e \u003cp\u003e5.2 Network Types 92\u003c\/p\u003e \u003cp\u003e5.2.1 Peer-to-Peer Networks 93\u003c\/p\u003e \u003cp\u003e5.2.2 One-to-Many, Many-to-One, and Star Networks 93\u003c\/p\u003e \u003cp\u003e5.2.3 Complete and Erdös–Rényi Networks 94\u003c\/p\u003e \u003cp\u003e5.2.4 Line, Ring, and Regular Networks 94\u003c\/p\u003e \u003cp\u003e5.2.5 Watts–Strogatz, Barabási–Albert and Other Networks 95\u003c\/p\u003e \u003cp\u003e5.3 Processes on Networks and Applications 96\u003c\/p\u003e \u003cp\u003e5.3.1 Communication Systems 97\u003c\/p\u003e \u003cp\u003e5.3.2 Transportation in Cities 98\u003c\/p\u003e \u003cp\u003e5.3.3 Virus Propagation and Epidemiology 99\u003c\/p\u003e \u003cp\u003e5.4 Limitations 101\u003c\/p\u003e \u003cp\u003e5.4.1 From (Big) Data to Mathematical Abstractions 101\u003c\/p\u003e \u003cp\u003e5.4.2 From Mathematical Abstractions to Models of Physical Processes 103\u003c\/p\u003e \u003cp\u003e5.4.3 Universality and Cross-Domain Issues 103\u003c\/p\u003e \u003cp\u003e5.5 Summary 105\u003c\/p\u003e \u003cp\u003eExercises 105\u003c\/p\u003e \u003cp\u003eReferences 106\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Decisions and Actions 109\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 109\u003c\/p\u003e \u003cp\u003e6.2 Forms of Decision-Making 110\u003c\/p\u003e \u003cp\u003e6.3 Optimization 113\u003c\/p\u003e \u003cp\u003e6.4 Game Theory 117\u003c\/p\u003e \u003cp\u003e6.5 Rule-Based Decisions 123\u003c\/p\u003e \u003cp\u003e6.6 Limitations 124\u003c\/p\u003e \u003cp\u003e6.7 Summary 126\u003c\/p\u003e \u003cp\u003eExercises 126\u003c\/p\u003e \u003cp\u003eReferences 129\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II 131\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 The Three Layers of Cyber-Physical Systems 133\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 133\u003c\/p\u003e \u003cp\u003e7.2 Physical Layer, Measuring, and Sensing Processes 137\u003c\/p\u003e \u003cp\u003e7.3 Data Layer and Informing Processes 139\u003c\/p\u003e \u003cp\u003e7.4 Decision Layer and Acting Processes 144\u003c\/p\u003e \u003cp\u003e7.5 Self-developing Reflexive–Active System and Cyber-Physical Systems 145\u003c\/p\u003e \u003cp\u003e7.6 Layer-Based Protocols and Cyber-Physical Systems Design 147\u003c\/p\u003e \u003cp\u003e7.7 Summary 152\u003c\/p\u003e \u003cp\u003eExercises 152\u003c\/p\u003e \u003cp\u003eReferences 153\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Dynamics of Cyber-Physical Systems 155\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e8.1 Introduction 155\u003c\/p\u003e \u003cp\u003e8.2 Dynamics of Cyber-Physical Systems 159\u003c\/p\u003e \u003cp\u003e8.2.1 Elementary Cellular Automaton 159\u003c\/p\u003e \u003cp\u003e8.2.2 Example of a Cyber-Physical System 163\u003c\/p\u003e \u003cp\u003e8.2.3 Observable Attributes and Performance Metrics 164\u003c\/p\u003e \u003cp\u003e8.2.4 Optimization 167\u003c\/p\u003e \u003cp\u003e8.3 Failures and Layer-Based Attacks 170\u003c\/p\u003e \u003cp\u003e8.4 Summary 174\u003c\/p\u003e \u003cp\u003eExercises 174\u003c\/p\u003e \u003cp\u003eReferences 174\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III 177\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Enabling Information and Communication Technologies 179\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction 179\u003c\/p\u003e \u003cp\u003e9.2 Data Networks and Wireless Communications 180\u003c\/p\u003e \u003cp\u003e9.2.1 Network Layers and Their Protocols 181\u003c\/p\u003e \u003cp\u003e9.2.2 Network: Edge and Core 185\u003c\/p\u003e \u003cp\u003e9.2.3 IoT, Machine-Type Communications, and 5G 187\u003c\/p\u003e \u003cp\u003e9.3 Artificial Intelligence and Machine Learning 189\u003c\/p\u003e \u003cp\u003e9.3.1 Machine Learning: Data, Model, and Loss Function 191\u003c\/p\u003e \u003cp\u003e9.3.2 Formalizing and Solving a ML Problem 191\u003c\/p\u003e \u003cp\u003e9.3.3 ml Methods 193\u003c\/p\u003e \u003cp\u003e9.4 Decentralized Computing and Distributed Ledger Technology 194\u003c\/p\u003e \u003cp\u003e9.4.1 Federated Learning and Decentralized Machine Learning 194\u003c\/p\u003e \u003cp\u003e9.4.2 Blockchain and Distributed Ledger Technology 196\u003c\/p\u003e \u003cp\u003e9.5 Future Technologies: A Look at the Unknown Future 198\u003c\/p\u003e \u003cp\u003e9.5.1 Quantum Internet 198\u003c\/p\u003e \u003cp\u003e9.5.2 Internet of Bio-Nano Things 199\u003c\/p\u003e \u003cp\u003e9.5.3 After Moore’s Law 200\u003c\/p\u003e \u003cp\u003e9.6 Summary 202\u003c\/p\u003e \u003cp\u003eExercises 202\u003c\/p\u003e \u003cp\u003eReferences 204\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Applications 207\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e10.1 Introduction 207\u003c\/p\u003e \u003cp\u003e10.2 Cyber-Physical Industrial System 209\u003c\/p\u003e \u003cp\u003e10.2.1 Tennessee Eastman Process 209\u003c\/p\u003e \u003cp\u003e10.2.2 Tennessee Eastman Process as a Cyber-Physical System 211\u003c\/p\u003e \u003cp\u003e10.2.3 Example of Fault Detection in the TEP 214\u003c\/p\u003e \u003cp\u003e10.3 Cyber-Physical Energy System 215\u003c\/p\u003e \u003cp\u003e10.3.1 Electricity Power Grid as a System 216\u003c\/p\u003e \u003cp\u003e10.3.2 Frequency Regulation by Smart Fridges 218\u003c\/p\u003e \u003cp\u003e10.3.3 Challenges in Demand-Side Management in Cyber-Physical Energy Systems 222\u003c\/p\u003e \u003cp\u003e10.4 Other Examples 223\u003c\/p\u003e \u003cp\u003e10.4.1 Cyber-Physical Public Health Surveillance System 223\u003c\/p\u003e \u003cp\u003e10.4.2 Mobile Application for Real-Time Traffic Routes 224\u003c\/p\u003e \u003cp\u003e10.5 Summary 226\u003c\/p\u003e \u003cp\u003eExercises 227\u003c\/p\u003e \u003cp\u003eReferences 230\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Beyond Technology 233\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction 233\u003c\/p\u003e \u003cp\u003e11.2 Governance Models 235\u003c\/p\u003e \u003cp\u003e11.2.1 Markets 235\u003c\/p\u003e \u003cp\u003e11.2.2 Central Planning 238\u003c\/p\u003e \u003cp\u003e11.2.3 Commons 240\u003c\/p\u003e \u003cp\u003e11.2.4 Final Remarks About Governance Models 245\u003c\/p\u003e \u003cp\u003e11.3 Social Implications of the Cyber Reality 245\u003c\/p\u003e \u003cp\u003e11.3.1 Data Ownership 245\u003c\/p\u003e \u003cp\u003e11.3.2 Global Platforms 246\u003c\/p\u003e \u003cp\u003e11.3.3 Fake News 247\u003c\/p\u003e \u003cp\u003e11.3.4 Hybrid Warfare 248\u003c\/p\u003e \u003cp\u003e11.4 The Cybersyn Project 251\u003c\/p\u003e \u003cp\u003e11.5 Summary 253\u003c\/p\u003e \u003cp\u003eExercises 253\u003c\/p\u003e \u003cp\u003eReferences 254\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Closing Words 259\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e12.1 Strong Theory Leads to Informed Practices 260\u003c\/p\u003e \u003cp\u003e12.2 Open Challenges in CPSs 261\u003c\/p\u003e \u003cp\u003e12.3 CPSs and the Fourth Industrial Revolution 262\u003c\/p\u003e \u003cp\u003e12.4 Building the Future 263\u003c\/p\u003e \u003cp\u003eExercises 263\u003c\/p\u003e \u003cp\u003eIndex 265\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407150686551,"sku":"9781119785163","price":86.36,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119785163.jpg?v=1730498346","url":"https:\/\/bookcurl.com\/products\/cyberphysical-systems-9781119785163","provider":"Book Curl","version":"1.0","type":"link"}