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End User License Agreement
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End User License Agreement
by Sabina Jeschke, Tamim Sookoor, Ravi Srinivasan, Houbing Song
Smart Cities
Cover
Title Page
Copyright
Editors Biographies
List of Contributors
Foreword
Preface
Acknowledgments
Chapter 1: Cyber–Physical Systems in Smart Cities – Mastering Technological, Economic, and Social Challenges
1.1 Introduction
1.2 Setting the Scene: Demarcating the Smart City and Cyber–Physical Systems
1.3 Process Fields of CPS-Driven Smart City Development
1.4 Economic and Social Challenges of Implementing the CPS-Enhanced Smart City
1.5 Conclusions: Suggestions for Planning the CPS-Driven Smart City
Final Thoughts
Questions
References
Chapter 2: Big Data Analytics Processes and Platforms Facilitating Smart Cities
2.1 Introduction
2.2 Why Big Data Analytics (BDA) Is Significant for Smarter Cities
2.3 Describing the Big Data Paradigm
2.4 The Prominent Sources of Big Data
2.5 Describing Big Data Analytics (BDA)
2.6 The Big Trends and Use Cases of Big Data Analytics
2.7 The Open Data for Next-Generation Cities
2.8 The Big Data Analytics (BDA) Platforms
2.9 Big Data Analytics Frameworks and Infrastructure
2.10 Summary
Final Thoughts
Questions
References
Chapter 3: Multi-Scale Computing for a Sustainable Built Environment
3.1 Introduction
3.2 Modeling and Computing for Sustainability Transitions
3.3 Multi-Scale Modeling and Computing for the Built Environment
3.4 Research in Modeling and Computing for the Built Environment
Final Thoughts
Questions
References
Chapter 4: Autonomous Radios and Open Spectrum in Smart Cities
4.1 Introduction
4.2 Candidate Wireless Technologies
4.3 PHY and MAC Layer Issues in Cognitive Radio Networks
4.4 Frequency Envelope Modulation (FEM)
4.5 Conclusion
Final Thoughts
Questions
References
Chapter 5: Mobile Crowd-Sensing for Smart Cities
5.1 Introduction
5.2 Overview of Mobile Crowd-Sensing
5.3 Issues and Challenges of Crowd-sensing in Smart Cities
5.4 Crowd-sensing Frameworks for Smart City
5.5 Conclusion
Final Thoughts
Questions
References
Chapter 6: Wide-Area Monitoring and Control of Smart Energy Cyber-Physical Systems (CPS)
6.1 Introduction
6.2 Challenges and Opportunities
6.3 Solutions
6.4 Conclusions and Future Direction
Final Thoughts
Questions
References
Chapter 7: Smart Technologies and Vehicle-to-X (V2X) Infrastructures for Smart Mobility Cities
7.1 Introduction
7.2 Data Communications in Smart City Infrastructure
7.3 Deployment: An Economic Point of View
7.4 Connected Cars
7.5 Concluding Remarks
Final Thoughts
Questions
References
Chapter 8: Smart Ecology of Cities: Integrating Development Impacts on Ecosystem Services for Land Parcels
8.1 Introduction
8.2 Need for Smart Ecology of Cities
8.3 Ecosystem Service Modeling (CO2 Sequestration, PM10 Filtration, Drainage)
8.4 Methodology
8.5 Implementation of Development Impacts in Dynamic-SIM Platform
8.6 Discussion (Assumptions, Limitations, and Future Work)
8.7 Conclusion
Final Thoughts
Questions
References
Chapter 9: Data-Driven Modeling, Control, and Tools for Smart Cities
9.1 Introduction
9.2 Related Work
9.3 Problem Definition
9.4 Data-Driven Demand Response
9.5 DR Synthesis with Regression Trees
9.6 The Case for Using Regression Trees for Demand Response
9.7 DR-Advisor: Toolbox Design
9.8 Case Study
9.9 Final Thoughts
Questions
References
Chapter 10: Bringing Named Data Networks into Smart Cities
10.1 Introduction
10.2 Future Internet Architectures
10.3 Named Data Networking (NDN)
10.4 NDN-based Application Scenarios for Smart Cities
10.5 Future Aspects of NDN in Smart Cities
10.6 Conclusion
Final Thoughts
Questions
References
Chapter 11: Human Context Sensing in Smart Cities
11.1 Introduction
11.2 Human Context Types
11.3 Sensing Technologies
11.4 Conclusion
Final Thoughts
Questions
References
Chapter 12: Smart Cities and the Symbiotic Relationship between Smart Governance and Citizen Engagement
12.1 Smart Governance
12.2 Case Study – Somerville, Massachusetts
12.3 Looking Ahead
Final Thoughts
Questions
References
Chapter 13: Smart Economic Development
13.1 Introduction
13.2 Perception of Resource Value, Market Outcomes, and Price
13.3 Conscious Consumption and the Sustainability Foundation of Smart Cities
Final Thoughts
Questions
References
Chapter 14: Managing the Cyber Security Life-Cycle of Smart Cities
14.1 Introduction
14.2 Smart City Services
14.3 Smart Services Technologies
14.4 Smart Services Security Issues
14.5 Management of Cyber Security of Smart Cities
14.6 Discussion
14.7 Conclusion
Questions
References
Chapter 15: Mobility as a Service
15.1 Introduction
15.2 Mobility as a Service
15.3 Case Studies on Mobility as a Service
15.4 Conclusions and Further Research
Acknowledgments
Final Thoughts
Questions
References
Chapter 16: Clustering and Fuzzy Reasoning as Data Mining Methods for the Development of Retrofit Strategies for Building Stocks
16.1 Introduction
16.2 Method
16.3 Application Case
16.4 Data Sources and Preprocessing
16.5 Clustering
16.6 Fuzzy Reasoning
16.7 Mixed Fuzzy Reasoning and Clustering
16.8 Postprocessing: Interpretation and Strategy Identification
16.9 Comparison and Discussion of Methods
16.10 Conclusion
Final Thoughts
Questions
Acknowledgments
References
Chapter 17: A Framework to Achieve Large Scale Energy Savings for Building Stocks through Targeted Occupancy Interventions
17.1 Introduction
17.2 Objectives
17.3 Review of Occupancy-Focused Energy Efficiency Interventions
17.4 Role of Occupants' Characteristics in Building Energy Use
17.5 A Conceptual Framework for Delivering Targeted Occupancy-Focused Interventions
17.6 Case Study Example
17.7 Discussion
17.8 Conclusions and Policy Implications
Questions
Acknowledgment
References
Chapter 18: Sustainability in Smart Cities: Balancing Social, Economic, Environmental, and Institutional Aspects of Urban Life
18.1 Introduction
18.2 Sustainability Assessment in Our Cities
18.3 Sustainability in Smart Cities
18.4 Achieving Balanced Sustainability
Final Thoughts
Questions
Appendix 1
References
Chapter 19: Toward Resilience of the Electric Grid
19.1 Electric Grids in Smart Cities
19.2 Threats to Electric Grids
19.3 Electric Grid Response under Threats
19.4 Defense against Threats to Electric Grids
Final Thoughts
Questions
References
Chapter 20: Smart Energy and Grid: Novel Approaches for the Efficient Generation, Storage, and Usage of Energy in the Smart Home and the Smart Grid Linkup
20.1 Introduction
20.2 Generation of Energy
20.3 Storage of Energy
20.5 Summary
Final Thoughts
Questions
References
Chapter 21: Building Cyber-Physical Systems – A Smart Building Use Case
21.1 Foundations – From Automation to Smart Homes
21.2 From Today's Technologically Augmented Houses to Tomorrow's Smart Homes
21.3 Smart Home: A Cyber-Physical Ecosystem
21.4 Connecting Smart Homes and Smart Cities
21.5 Conclusion and Future Research Focus
Final Thoughts
Questions
References
Chapter 22: Climate Resilience and the Design of Smart Buildings
22.1 Climate Change and Future Buildings and Cities
22.2 Carbon Inventory and Current Goals
22.3 Incorporating Predicted Climate Variability in Building Design
22.4 Case Studies
22.5 Implications for Future Cities and Net-Zero Buildings
Final Thoughts
Questions
References
Chapter 23: Smart Audio Sensing-Based HVAC Monitoring
23.1 Introduction
23.2 Background
23.3 The Design of SASEM
23.4 Experimental Results
Final Thoughts
Questions
Acknowledgement
References
Chapter 24: Smart Lighting
24.1 Introduction
24.2 Background
24.3 Smart Lighting Applications
24.4 Visible Light Communication (Smart Lighting Communication) System
24.5 Conclusion and Outlook
Final Thoughts
Questions
References
Chapter 25: Large Scale Air-Quality Monitoring in Smart and Sustainable Cities
25.1 Introduction
25.2 Current Approaches to Air Quality Monitoring and Their Limitations
25.3 Overview of a Cloud-based Air Quality Monitoring System
25.4 Cloud-Connected Air Quality Monitors
25.5 Cloud-Side System Design and Considerations
25.6 Data Analytics in the Cloud
25.7 Applications and APIs
Final Thoughts
Questions
References
Chapter 26: The Smart City Production System
26.1 Introduction
26.2 Types of Production System: Historical Evolution
26.3 The Integrated Smart City Production System Framework
26.4 Production System Design
26.5 Chapter Summary
Final Thoughts
Questions
References
Chapter 27: Smart Health Monitoring Using Smart Systems
27.1 Introduction
27.2 Background
27.3 Integration for Monitoring Applications
27.4 Conclusion
Final Thoughts
Questions
References
Chapter 28: Significance of Automated Driving in Japan
28.1 Introduction
28.2 Definitions of Automated Driving Systems
28.3 A History of Research and Development of Automated Driving Systems
28.4 Expected Benefits of Automated Driving
28.5 Issues of Automated Driving for Market Introduction
28.6 Possible Market Introduction of Automated Driving Systems in Japan
28.7 Conclusion
Questions
References
Chapter 29: Environmental-Assisted Vehicular Data in Smart Cities
29.1 Location-Related Security and Privacy Issues in Smart Cities
29.2 Opportunities of Using Environmental Evidences
29.3 Challenges of Creating Location Proofs
29.4 Environmental Evidence-Assisted Vehicular Data Framework
29.5 Conclusion
Final Thoughts
Questions
References
Index
End User License Agreement
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