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Section I: Communication Technologies for Smart Cities
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Section I: Communication Technologies for Smart Cities
by Mubashir Husain Rehmani, Melike Erol-Kantarci, Hussein T. Mouftah
Transportation and Power Grid in Smart Cities
Cover
List of Contributors
Preface
Section I: Communication Technologies for Smart Cities
Chapter 1: Energy‐Harvesting Cognitive Radios in Smart Cities
1.1 Introduction
1.2 Motivations for Using Energy‐Harvesting Cognitive Radios in Smart Cities
1.3 Challenges Posed by Energy‐Harvesting Cognitive Radios in Smart Cities
1.4 Energy‐Harvesting Cognitive Internet of Things
1.5 A General Framework for EH‐CRs in the Smart City
1.6 Conclusion
References
Chapter 2: LTE‐D2D Communication for Power Distribution Grid: Resource Allocation for Time‐Critical Applications
2.1 Introduction
2.2 Communication Technologies for Power Distribution Grid
2.3 Overview of Communication Protocols Used in Power Distribution Networks
2.4 Power Distribution System: Distributed Automation Applications and Requirements
2.5 Analysis of Data Flow in Power Distribution Grid
2.6 LTE‐D2D for DA: Resource Allocation for Time‐Critical Applications
2.7 Conclusion
References
Chapter 3: 5G and Cellular Networks in the Smart Grid
3.1 Introduction
3.2 From Power Grid to Smart Grid
3.3 Smart Grid Communication Requirements
3.4 Unlicensed Spectrum and Non‐3GPP Technologies for the Support of Smart Grid
3.5 Cellular and 3GPP Technologies for the Support of Smart Grid
3.6 End‐to‐End Security in Smart Grid Communications
3.7 Conclusions and Summary
References
Chapter 4: Machine‐to‐Machine Communications in the Smart City—a Smart Grid Perspective
4.1 Introduction
4.2 Architecture and Characteristics of Smart Grids for Smart Cities
4.3 Intelligent Machine‐to‐Machine Communications in Smart Grids
4.4 Optimization Algorithms for Energy Production, Distribution, and Consumption
4.5 Machine Learning Techniques in Efficient Energy Services and Management
4.6 Future Perspectives
4.9 Appendix
References
Chapter 5: 5G and D2D Communications at the Service of Smart Cities
5.1 Introduction
5.2 Literature Review
5.3 Smart City Scenarios
5.4 Discussion
5.5 Conclusion
References
Section II: Emerging Communication Networks for Smart Cities
Chapter 6: Software Defined Networking and Virtualization for Smart Grid
6.1 Introduction
6.2 Current Status of Power Grid and Smart Grid Modernization
6.3 Network Softwarerization in Smart Grids
6.4 Virtualization for Networks and Functions
6.5 Use Cases of SDN/NFV in the Smart Grid
6.6 Challenges and Issues with SDN/NFV‐Based Smart Grid
6.7 Conclusion
References
Chapter 7: GHetNet: A Framework Validating Green Mobile Femtocells in Smart‐Grids
7.1 Introduction
7.2 Related Work
7.3. System Models
7.4 The Green HetNet (GHetNet) Framework
7.5 A Case Study: E‐Mobility for Smart Grids
7.6 Conclusion
References
Chapter 8: Communication Architectures and Technologies for Advanced Smart Grid Services
8.1 Introduction
8.2 The Smart Grid Communication Architecture and Infrastructure
8.3 Routing Information in the Smart Grid
8.4 Conclusion
References
Chapter 9: Wireless Sensor Networks in Smart Cities: Applications of Channel Bonding to Meet Data Communication Requirements
9.1 Introduction, Basics, and Motivation
9.2 WSNs in Smart Cities
9.3 Channel Bonding
9.4 Applications of Channel Bonding in CRSN‐Based Smart Cities
9.5 Issues and Challenges Regarding the Implementation of Channel Bonding in Smart Cities
9.6 Conclusion
References
Chapter 10: A Prediction Module for Smart City IoT Platforms
10.1 Introduction
10.2 IoT Platforms for Smart Cities
10.3 Prediction Module Developed
10.4 A Use Case Employing the Traffic Sensors in Istanbul
10.5 Conclusion
Acknowledgment
References
Section III: Renewable Energy Resources and Microgrid in Smart Cities
Chapter 11: Integration of Renewable Energy Resources in the Smart Grid: Opportunities and Challenges
11.1 Introduction
11.2 The Smart Grid Paradigm
11.3 Renewable Energy Integration in the Smart Grid
11.4 Opportunities and Challenges
11.5 Case Studies
11.6 Conclusion
References
Chapter 12: Environmental Monitoring for Smart Buildings
12.1 Introduction
12.2 Wireless Sensor Networks in Monitoring Applications
12.3 Application Requirements and Challenges
12.4 Wireless Sensor Network Architecture
12.5 Experiments and Results
12.6 Conclusions
References
Chapter 13: Cooperative Energy Management in Microgrids
13.1 Introduction
13.2 The Cooperative Energy Management System Model
13.3 Evaluation and Discussion
13.4 Conclusion
References
Chapter 14: Optimal Planning and Performance Assessment of Multi‐Microgrid Systems in Future Smart Cities
14.1 Optimal Planning of Multi‐Microgrid Systems
14.2 Performance Assessment of Multi‐Microgrid System
14.3 Conclusions
Acknowledgment
References
Section IV: Smart Cities, Intelligent Transportation System and Electric Vehicles
Chapter 15: Wireless Charging for Electric Vehicles in the Smart Cities: Technology Review and Impact
15.1 Introduction
15.2 Review of the Wireless Charging Methods
15.3 Electrical Effect of Charging Technologies on the Grid
15.4 Scheduling Considering Charging Technologies
15.5 Conclusions and Future Guidelines
References
Chapter 16: Channel Access Modelling for EV Charging/Discharging Service through Vehicular ad hoc Networks (VANETs) Communications
16.1 Introduction
16.2 Technical Environment of the EV Charging/Discharging Process
16.3 Overview of Communication Technologies in the Smart Grid
16.4 Channel Access Model for EV Charging Service
16.5 Conclusions
References
Chapter 17: Intelligent Parking Management in Smart Cities
17.1 Introduction
17.2 Design Issues and Taxonomy of Parking Solutions
17.3 Classification of Existing Parking Systems
17.4 Participatory Sensing–Based Smart Parking
17.5. Conclusions and Future Advancements
References
Chapter 18: Electric Vehicle Scheduling and Charging in Smart Cities
18.1 Introduction
18.2 Smart Cities and Electric Vehicles: Motivation, Background, and Application Scenarios
18.3 EVs Recharging Approaches in Smart Cities
18.4 Scheduling EVs Recharging in Smart Cities
18.5 Open Issues, Challenges, and Future Research Directions
18.6 Conclusion
References
Section V: Security and Privacy Issues and Big Data in Smart Cities
Chapter 19: Cyber‐Security and Resiliency of Transportation and Power Systems in Smart Cities
19.1 Introduction
19.2 EV Infrastructure and Smart Grid Integration
19.3 System Model
19.4 Estimating the Threat Levels in the EVSE Network
19.5 Response Model
19.6 Propagation Impacts on Power System Operations
19.7 Conclusion and Open Issues
References
Chapter 20: Protecting the Privacy of Electricity Consumers in the Smart City
20.1 Introduction
20.2 Privacy in the Smart Grid
20.3 Privacy Principles
20.4 Privacy Engineering
20.5 Privacy Risk and Impact Assessment
20.6 Privacy Enhancing Technologies
Acknowledgment
References
Chapter 21: Privacy Preserving Power Charging Coordination Scheme in the Smart Grid
21.1 Introduction
21.2 Charging Coordination and Privacy Preservation
21.3 Privacy‐Preserving Charging Coordination Scheme
21.4 Performance Evaluation
21.5 Summary
Acknowledgment
References
Chapter 22: Securing Smart Cities Systems and Services: A Risk‐Based Analytics‐Driven Approach
22.1 Introduction to Cybersecurity for Smart Cities
22.2 Smart Cities Enablers
22.3 Smart Cities Attack Surface
22.4 Securing Smart Cities: A Design Science Approach
22.5 NIST Cybersecurity Framework
22.6 Cybersecurity Fusion Center with Big Data Analytics
22.7 Conclusion
22.8 Table of Abbreviations
References
Chapter 23: Spatiotemporal Big Data Analysis for Smart Grids Based on Random Matrix Theory
23.1 Introduction
23.2 RMT: A Practical and Powerful Big Data Analysis Tool
23.3 Applications to Smart Grids
23.4 Conclusion and Future Directions
References
Index
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Preface
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Chapter 1: Energy‐Harvesting Cognitive Radios in Smart Cities
Section I
Communication Technologies for Smart Cities
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