Produktbild: Intelligent Decision Support Systems for Smart City Applications

Intelligent Decision Support Systems for Smart City Applications

216,99 €

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.02.2023

Herausgeber

Loveleen Gaur + weitere

Verlag

John Wiley & Sons

Seitenzahl

272

Maße (L/B/H)

23/15,4/1,8 cm

Gewicht

1134 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-89643-2

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.02.2023

Herausgeber

Verlag

John Wiley & Sons

Seitenzahl

272

Maße (L/B/H)

23/15,4/1,8 cm

Gewicht

1134 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-89643-2

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Intelligent Decision Support Systems for Smart City Applications
  • Preface xv

    Acknowledgement xxi

    1 Techno Agri for New Cities by Smart Irrigation 1
    Rohit Rastogi, Sunil Kumar Prajapati, Shiv Kumar and Satyam Verma

    1.1 Introduction 2

    1.2 Literature Review 4

    1.3 Components Used 6

    1.4 Proposed System 8

    1.5 Android Mobile Application for Smart Irrigation 11

    1.5.1 Main Page 11

    1.5.2 Snapshot of Working Model (ICs and Working Model) 13

    1.6 Novelty 14

    1.7 Future Research Work 14

    1.8 Limitations 14

    1.9 Conclusions 15

    References 15

    2 A Case Study of Command-and-Control Center- A DSS Perspective 17
    Prakash B.R. and Dattasmita H.V.

    2.1 Introduction 18

    2.1.1 Smart City 18

    2.1.1.1 Characteristics of a Decision Support System 20

    2.1.2 The Critical System 20

    2.1.2.1 Safety Critical System 20

    2.2 Command and Control Center-A Critical System 21

    2.3 Conclusion 31

    References 32

    3 Inverse Tree Interleavers in UAV Communications for Interference Mitigation 35
    Manish Yadav, Prateek Raj Gautam and Pramod Kumar Singhal

    3.1 Introduction 35

    3.2 Background 36

    3.3 The Problem 38

    3.4 Motivation 39

    3.5 Interference Mitigation Using ITI 39

    3.6 Interleavers for Interference Mitigation in UAV Communications 40

    3.7 Inverse Tree Interleavers in UAV Communications 42

    3.8 Decision Support System (DSS) in ITI Allocation 43

    3.9 ITI-Based Clustered Interleaving and DSS for Smart City Framework 44

    3.10 Conclusion 47

    References 47

    4 Introduction to DSS System for Smart Cities 53
    Kuldeep Singh Kaswan, Ravinder Gautam and Jagjit Singh Dhatterwal

    4.1 Introduction 54

    4.2 Smart City System Architecture 55

    4.2.1 Sensing Plane 55

    4.2.2 Communication Plane 55

    4.2.3 Data Plane 56

    4.2.4 Security Plane 56

    4.3 Types of Network Sensors 57

    4.3.1 Electronic Sensors 57

    4.3.2 Chemical Sensors 57

    4.3.3 Biosensors 57

    4.3.4 Smart Grid Sensors 58

    4.4 Role of Sensors in Smart Cities 58

    4.4.1 Safety and Security Management 58

    4.4.2 Service Delivery and Optimization 58

    4.4.3 Traffic Control and Parking 58

    4.4.4 Smart Building 59

    4.4.5 Public Transport 59

    4.4.6 Environment 59

    4.4.7 Ethical Implications 60

    4.5 Implications of Smart Sensors 60

    4.6 Decision Modeling 60

    4.7 Decision Support Systems (DSS) 63

    4.7.1 Decision Support System Components 63

    4.7.2 DSS Merits and Demerits 63

    4.8 Chandigarh: Becoming a Smart City 64

    4.8.1 Chandigarh City's SWOT Analysis 64

    4.8.2 Challenges to Become the Smart City for Chandigarh 66

    4.9 A Topology of Smart City Functions 67

    4.9.1 Smart Economy (Competitiveness) 67

    4.9.2 Smart People (Social and Human Capital) 68

    4.9.3 Smart Governance (Participation) 68

    4.9.4 Smart Mobility (Transport and ICT) 69

    4.9.5 Smart Environment (Natural Resources) 70

    4.9.6 Smart Living (Quality of Life) 71

    4.10 Challenges for India's Smart Cities 71

    4.11 The Government Should Focus on the Following Main Areas for the Country's Creation of Smart Cities 73

    4.12 Conclusion 74

    References 75

    5 Evaluating Solutions to Overcome Blockchain Technology Implementation in Smart City Using a Hybrid Fuzzy SWARA-Fuzzy WASPAS Approach 77
    Shivam Goyal, Vernika Agarwal and Sanskriti Goel

    5.1 Introduction 78

    5.2 Research Methodology 79

    5.2.1 Stepwise Weight Assessment Ratio Analysis (SWARA) Method 79

    5.2.2 Weighted Aggregated Sum Product Assessment (WASPAS) Method 81

    5.3 Research Design 84

    5.4 Application of Proposed Methodology 87

    5.5 Conclusion 95

    References 96

    6 Identification and Analysis of Challenges and Their Solution in Implementation of Decision Support System (DSS) in Smart Cities 99
    Shreya Gupta, Shubhanshi Mittal and Vernika Agarwal

    6.1 Introduction 100

    6.2 Review of Literature 101

    6.3 Research Methodology 104

    6.3.1 Identification of Challengers and Their Solution 104

    6.3.2 Fuzzy TOPSIS Methodology 107

    6.4 Case Background 111

    6.5 Case Description 112

    6.6 Result Discussion 113

    6.7 Conclusion 114

    References 115

    7 Evaluation of Criteria for Implementation of Capabilities in a Smart City's Service Supply Chain: A Teacher Trainer's Perspective 119
    Vasundhara Kaul and Arshia Kaul

    7.1 Introduction 120

    7.2 Literature Review 122

    7.2.1 Service Supply Chain 122

    7.2.2 Education as a Service Supply Chain 123

    7.2.3 Evaluation of Educational Supply Chain 123

    7.2.4 Research Gap and Motivation 124

    7.3 Objectives 124

    7.4 Problem Definition 124

    7.5 Numerical Illustration 126

    7.6 Conclusion 133

    References 133

    8 Industry 5.0: Coexistence of Humans and Machines 137
    Sandesh Kumar Srivastava, Pallavi Goel, Anisha and Savita Sindhu

    8.1 Introduction 138

    8.1.1 Industrial Revolutions 140

    8.2 Literature Review 140

    8.2.1 Industry 4.0 Characterization 140

    8.2.2 Definition of Digitalization 142

    8.3 Requirement of Fifth Industrial Revolution 142

    8.4 Journey of Industry 4.0 to Industry 5.0 144

    8.4.1 Industry 4.0 145

    8.4.2 Industry 5.0 146

    8.5 Industrial Revolution: Changes and Advancements 147

    8.5.1 Big Data 147

    8.5.2 Changes the Fifth Industry Revolution Might Bring 148

    8.5.3 Working with Robots 148

    8.5.4 Impact of Fifth Industrial Revolution on Education 149

    8.5.5 Problems which the Fifth Industry Revolution Might Generate 149

    8.5.6 What Might Help to Solve the Problems 149

    8.5.7 The Role of Ethics in Industry 5.0 150

    8.6 Conclusion 150

    References 151

    9 Smart Child Safety Framework Using Internet of Things 153
    Afzal Hussain, Anisha , Pallavi Murghai Goel and Sudeshna Chakraborty

    9.1 Introduction 154

    9.1.1 Literature Background 154

    9.2 Technology and Sensors Used 156

    9.2.1 Proposed System Model and Working 158

    9.2.2 Implementation Phases 160

    9.3 Advantages 163

    9.4 Conclusion 163

    9.5 Future Scope 164

    References 164

    10 Water Content Prediction in Smart Agriculture of Rural India Using CNN and Transfer Learning Approach 167
    Rohit Prasan Mandal, Deepanshu Dutta, Saranya Bhattacharjee and Subhalaxmi Chakraborty

    10.1 Introduction 168

    10.2 Proposed Method 169

    10.2.1 Corpus Creation 169

    10.2.2 Data Pre-Processing 170

    10.2.3 Data Augmentation 170

    10.2.4 CNN 171

    10.2.5 Transfer Learning Algorithms 171

    10.2.5.1 VGG- 16 172

    10.2.5.2 VGG- 19 172

    10.2.5.3 Inception V 3 173

    10.2.5.4 Xception 174

    10.2.5.5 ResNet 50 174

    10.3 Results and Discussion 175

    10.3.1 Comparison of Classifiers 175

    10.4 Conclusion 186

    References 187

    11 Cognitiveness of 5G Technology Toward Sustainable Development of Smart Cities 189
    Kumari Priyanka, Gnapika Mallavaram, Archit Raj, Devasis Pradhan and Rajeswari

    11.1 Introduction 189

    11.2 Literature Review 190

    11.3 5G: Overview 191

    11.4 Smart Cities 192

    11.5 Cognitiveness of 5G Network 193

    11.5.1 Advancement of Society 193

    11.5.2 Industry Transformation 194

    11.5.3 Amalgam of Education and Entertainment 194

    11.6 Key Features for 5G Toward Sustainable Development of Smart Cities 194

    11.7 Application Enabled by 5G 195

    11.8 Sustainable 5G-Green Network 197

    11.9 Electricity Harvesting for Smart Cities 198

    11.10 Economic Impact of 5G Toward Sustainable Smart Cities 199

    11.11 5G Challenges 200

    11.12 Conclusion 200

    References 201

    12 Society 5.0 and Authenticity: Looking to the Future 205
    F.-E. Ouboutaib, A. Aitheda and S. Mekkaoui

    12.1 Introduction 206

    12.2 Theoretical Framework 207

    12.2.1 A Brief History of Industry 4.0 207

    12.2.2 Marketing Authenticity in the Society 5.0 Era: Beyond Industry 4.0 208

    12.3 Research Design and Methodology 210

    12.4 Results 211

    12.4.1 Measurement Model 211

    12.5 Conclusion 214

    References 216

    Appendix 218

    13 IoT-Based Smart City Applications: Infrastructure, Research and Development 219
    Tarush Gupta, Princy Randhawa and Nikhil Vivek Shrivas

    13.1 Introduction 219

    13.2 Different Phases of Development 221

    13.2.1 Investments, Research, and Planning 221

    13.2.2 Execution and Deployment 222

    13.2.3 Globalization of IoT-Based Technologies 223

    13.2.4 Pilot Projects and City Designs 223

    13.3 Current Scenario 228

    13.3.1 Achievements and Milestones 228

    13.3.2 IoT in Smart Cities 230

    13.4 Conclusion and Future Work 231

    References 231

    Index 235