Intelligent Decision Support Systems for Smart City Applications

Cover
Title Page
Copyright Page
Dedication Page
Contents
Preface
Acknowledgement
Chapter 1 Techno Agri for New Cities by Smart Irrigation
1.1 Introduction
1.2 Literature Review
1.3 Components Used
1.4 Proposed System
1.5 Android Mobile Application for Smart Irrigation
1.5.1 Main Page
1.5.2 Snapshot of Working Model (ICs and Working Model)
1.6 Novelty
1.7 Future Research Work
1.8 Limitations
1.9 Conclusions
References
Chapter 2 A Case Study of Command-and-Control Center—A DSS Perspective
2.1 Introduction
2.1.1 Smart City
2.1.1.1 Characteristics of a Decision Support System
2.1.2 The Critical System
2.1.2.1 Safety Critical System
2.2 Command and Control Center—A Critical System
2.3 Conclusion
References
Chapter 3 Inverse Tree Interleavers in UAV Communications for Interference Mitigation
3.1 Introduction
3.2 Background
3.3 The Problem
3.4 Motivation
3.5 Interference Mitigation Using ITI
3.6 Interleavers for Interference Mitigation in UAV Communications
3.7 Inverse Tree Interleavers in UAV Communications
3.8 Decision Support System (DSS) in ITI Allocation
3.9 ITI-Based Clustered Interleaving and DSS for Smart City Framework
3.10 Conclusion
References
Chapter 4 Introduction to DSS System for Smart Cities
4.1 Introduction
4.2 Smart City System Architecture
4.2.1 Sensing Plane
4.2.2 Communication Plane
4.2.3 Data Plane
4.2.4 Security Plane
4.3 Types of Network Sensors
4.3.1 Electronic Sensors
4.3.2 Chemical Sensors
4.3.3 Biosensors
4.3.4 Smart Grid Sensors
4.4 Role of Sensors in Smart Cities
4.4.1 Safety and Security Management
4.4.2 Service Delivery and Optimization
4.4.3 Traffic Control and Parking
4.4.4 Smart Building
4.4.5 Public Transport
4.4.6 Environment
4.4.7 Ethical Implications
4.5 Implications of Smart Sensors
4.6 Decision Modeling
4.7 Decision Support Systems (DSS)
4.7.1 Decision Support System Components
4.7.2 DSS Merits and Demerits
4.8 Chandigarh: Becoming a Smart City
4.8.1 Chandigarh City’s SWOT Analysis
4.8.2 Challenges to Become the Smart City for Chandigarh
4.9 A Topology of Smart City Functions
4.9.1 Smart Economy (Competitiveness)
4.9.2 Smart People (Social and Human Capital)
4.9.3 Smart Governance (Participation)
4.9.4 Smart Mobility (Transport and ICT)
4.9.5 Smart Environment (Natural Resources)
4.9.6 Smart Living (Quality of Life)
4.10 Challenges for India’s Smart Cities
4.11 The Government Should Focus on the Following Main Areas for the Country’s Creation of Smart Cities
4.12 Conclusion
References
Chapter 5 Evaluating Solutions to Overcome Blockchain Technology Implementation in Smart City Using a Hybrid Fuzzy SWARA-Fuzzy WASPAS Approach
5.1 Introduction
5.2 Research Methodology
5.2.1 Stepwise Weight Assessment Ratio Analysis (SWARA) Method
5.2.2 Weighted Aggregated Sum Product Assessment (WASPAS) Method
5.3 Research Design
5.4 Application of Proposed Methodology
5.5 Conclusion
References
Chapter 6 Identification and Analysis of Challenges and Their Solution in Implementation of Decision Support System (DSS) in Smart Cities
6.1 Introduction
6.2 Review of Literature
6.3 Research Methodology
6.3.1 Identification of Challengers and Their Solution
6.3.2 Fuzzy TOPSIS Methodology
6.4 Case Background
6.5 Case Description
6.6 Result Discussion
6.7 Conclusion
References
Chapter 7 Evaluation of Criteria for Implementation of Capabilities in a Smart City’s Service Supply Chain: A Teacher Trainer’s Perspective
7.1 Introduction
7.2 Literature Review
7.2.1 Service Supply Chain
7.2.2 Education as a Service Supply Chain
7.2.3 Evaluation of Educational Supply Chain
7.2.4 Research Gap and Motivation
7.3 Objectives
7.4 Problem Definition
7.5 Numerical Illustration
7.6 Conclusion
References
Chapter 8 Industry 5.0: Coexistence of Humans and Machines
8.1 Introduction
8.1.1 Industrial Revolutions
8.2 Literature Review
8.2.1 Industry 4.0 Characterization
8.2.2 Definition of Digitalization
8.3 Requirement of Fifth Industrial Revolution
8.4 Journey of Industry 4.0 to Industry 5.0
8.4.1 Industry 4.0
8.4.2 Industry 5.0
8.5 Industrial Revolution: Changes and Advancements
8.5.1 Big Data
8.5.2 Changes the Fifth Industry Revolution Might Bring
8.5.3 Working with Robots
8.5.4 Impact of Fifth Industrial Revolution on Education
8.5.5 Problems which the Fifth Industry Revolution Might Generate
8.5.6 What Might Help to Solve the Problems
8.5.7 The Role of Ethics in Industry 5.0
8.6 Conclusion
References
Chapter 9 Smart Child Safety Framework Using Internet of Things
9.1 Introduction
9.1.1 Literature Background
9.2 Technology and Sensors Used
9.2.1 Proposed System Model and Working
9.2.2 Implementation Phases
9.3 Advantages
9.4 Conclusion
9.5 Future Scope
References
Chapter 10 Water Content Prediction in Smart Agriculture of Rural India Using CNN and Transfer Learning Approach
10.1 Introduction
10.2 Proposed Method
10.2.1 Corpus Creation
10.2.2 Data Pre-Processing
10.2.3 Data Augmentation
10.2.4 CNN
10.2.5 Transfer Learning Algorithms
10.2.5.1 VGG-16
10.2.5.2 VGG-19
10.2.5.3 Inception v3
10.2.5.4 Xception
10.2.5.5 ResNet50
10.3 Results and Discussion
10.3.1 Comparison of Classifiers
10.4 Conclusion
References
Chapter 11 Cognitiveness of 5G Technology Toward Sustainable Development of Smart Cities
11.1 Introduction
11.2 Literature Review
11.3 5G: Overview
11.4 Smart Cities
11.5 Cognitiveness of 5G Network
11.5.1 Advancement of Society
11.5.2 Industry Transformation
11.5.3 Amalgam of Education and Entertainment
11.6 Key Features for 5G Toward Sustainable Development of Smart Cities
11.7 Application Enabled by 5G
11.8 Sustainable 5G-Green Network
11.9 Electricity Harvesting for Smart Cities
11.10 Economic Impact of 5G Toward Sustainable Smart Cities
11.11 5G Challenges
11.12 Conclusion
References
Chapter 12 Society 5.0 and Authenticity: Looking to the Future
12.1 Introduction
12.2 Theoretical Framework
12.2.1 A Brief History of Industry 4.0
12.2.2 Marketing Authenticity in the Society 5.0 Era: Beyond Industry 4.0
12.3 Research Design and Methodology
12.4 Results
12.4.1 Measurement Model
12.5 Conclusion
References
Appendix
Chapter 13 IoT-Based Smart City Applications: Infrastructure, Research and Development
13.1 Introduction
13.2 Different Phases of Development
13.2.1 Investments, Research, and Planning
13.2.2 Execution and Deployment
13.2.3 Globalization of IoT-Based Technologies
13.2.4 Pilot Projects and City Designs
13.3 Current Scenario
13.3.1 Achievements and Milestones
13.3.2 IoT in Smart Cities
13.4 Conclusion and Future Work
References
Index
EULA