Technological Prospects and Social Applications of Society 5.0

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This book provides readers to the vision of Society 5.0, which was originally proposed in the fifth Basic Science and Technology Plan by Japan’s government for a technology-based, human-centered society, emerging from the fourth industrial revolution (Industry 4.0). The implementation of AI and other modern techniques in a smart society requires automated data scheduling and analysis using smart applications, a smart infrastructure, smart systems, and a smart network.

Features

    • Provides an overview of basic concepts of Society 5.0 as well as the main pillars that support the implementation of Society 5.0.

    • Contains the most recent research analysis in the domain of computer vision, signal processing, and computing sciences for facilitating smart homes, buildings, transport, facilities, environmental conditions and cities, and the benefits these offer to a nation.

    • Presents the readers with practical approaches of using AI and other algorithms for smart ecosystem to deals with human dynamics, the social objects, and their relations.

    • Deals with the utilization of AI tools and other modern techniques for smart society as well as the current challenging issues and its solutions for transformation to Society 5.0.

    This book is aimed at graduate and post graduate students, researchers, academicians working in the field of computer science, artificial intelligence, and machine learning.

    Author(s): Lavanya Sharma, Pradeep Kumar Garg
    Publisher: CRC Press/Chapman & Hall
    Year: 2023

    Language: English
    Pages: 278
    City: Boca Raton

    Cover
    Half Title
    Title Page
    Copyright Page
    Dedication
    Table of Contents
    Preface
    Acknowledgments
    Editors
    Contributors
    Part I: Introduction to Society 5.0
    Chapter 1 The Emergence of Society 5.0
    1.1 Introduction
    1.2 The Society 5.0
    1.3 The Aims of Society 5.0
    1.4 Key Issues of Society 5.0
    1.5 Problems and Challenges in Society 5.0
    1.6 The Possible Solutions
    1.7 Conclusion
    References
    Chapter 2 Foundation and Pillars of Society 5.0 and Their Roles
    2.1 Introduction
    2.2 Society 5.0 Technologies
    2.3 Emergence and Theoretical Framework of Society 5.0
    2.4 Pillars of Society 5.0
    2.4.1 Mobility
    2.4.2 Sustainability
    2.4.3 Government
    2.4.4 Finance
    2.4.5 Healthcare
    2.5 Society 5.0 in India
    2.6 Society 5.0 Challenging Issues
    2.7 Conclusion
    References
    Chapter 3 Insights of Smart Society: An Overview of Trends, Benefits and Application Areas
    3.1 Introduction
    3.2 Theoretical Background
    3.2.1 Industrial Revolutions
    3.2.2 Emergence of S5.0
    3.3 Sustainable Developments Goals and S5.0
    3.3.1 Role of Data in S5.0
    3.4 Implementation of Technologies
    3.4.1 Healthcare
    3.4.2 Education
    3.4.3 Finance
    3.4.4 Sustainable Innovation
    3.5 Conclusions and Future Scope
    3.5.1 Future Scope
    References
    Part II: Tools & Technologies for Society 5.0
    Chapter 4 Role of Geospatial Data, Tools and Technologies in Society 5.0
    4.1 Introduction
    4.2 Data-Driven Society
    4.2.1 Big Data
    4.2.2 Geospatial Data
    4.2.3 Open Data
    4.2.4 Data Privacy, Data Ethics and Cyber Security
    4.3 Enabling Technologies
    4.3.1 Global Positioning System
    4.3.2 IoT
    4.3.3 AI
    4.3.4 Computer Vision
    4.3.5 Robotics
    4.3.6 Blockchains
    4.3.7 Drone/UAV
    4.4 Conclusion
    References
    Chapter 5 The Wondrous Challenges of the Exotic Bio-Inspired Worlds of Nanomachines and Artificial Intelligence
    5.1 Introduction
    5.2 Significance of Nanotechnologies in Nanomedicine
    5.2.1 Nanocomputers
    5.2.2 Self-Organization and Directed Organization of Components
    5.2.3 DNA Targeted Assembly
    5.2.4 Protein-Directed Assembly
    5.2.5 Microbial and Viral Directed Assembly
    5.2.6 Positional Assembly and Molecular Design
    5.2.7 Nanoporous Devices
    5.2.8 Binding Sites and Molecular Imprinting
    5.2.9 Quantum Dots and Nanocrystals
    5.2.10 Fullerenes and Nanotubes
    5.2.11 Nanowrappers and Magnetic Nanoprobes
    5.2.12 Targeting Nanoparticles and Smart Drugs
    5.2.13 Dendrimers and Dendrimer-Based Devices
    5.2.14 Radio Controlled Biomolecules
    5.2.15 Microscale Biological Robots
    5.2.16 Engineered Viruses
    5.2.17 Medical Nanorobots
    5.2.17.1 History
    5.2.18 Nanorobotic Parts and Components
    5.2.19 Nano Bearings and Nanogears
    5.2.20 Nanomotors and Energy Sources
    5.2.21 Mechanosynthesis of Diamonds
    5.2.22 Significance of Diamond Synthesis Methods for Nanomedicine and Medical Nanorobotics
    5.2.23 Mass Parallel Production of Nanomachines
    5.3 Possible Range of Nanorobot Applications and Scaling Studies
    5.3.1 Bio-Inspired Networking
    5.3.2 Cellular Signaling Networks
    5.3.3 Molecular Cellular Networks in Medicine
    5.3.4 Biocyber Interface and Internet of Bio-Nano Things
    5.3.5 Centric Matrix Nano-Networking
    5.3.6 Nanonetworks Inside Human Body
    5.3.7 Molecular Communications among Biological Nanomachines
    5.3.8 Cell Matrix Design and Nanocomputing
    5.4 Conclusion
    References
    Chapter 6 A Vision-Based System in Healthcare: Use Cases and Real-Time Applications
    6.1 Introduction
    6.2 Impact of Deep Learning and Computer Vision
    6.3 Computer Vision in Healthcare-Use Cases
    6.3.1 Imaging Analysis (IA)
    6.3.2 Smart Operation Theatres (OT)
    6.3.3 Better Patient Recognition
    6.3.4 Improved Healthcare Security
    6.3.5 Enhanced Medical Research (MR)
    6.3.6 Tumors and Cancers Detection
    6.4 Real-Time Applications of AI and CV-Based System
    6.4.1 Tumor Detection
    6.4.2 Medical Imaging
    6.4.3 Cancer Detection
    6.4.4 Medical Training
    6.4.5 Battling COVID-19 Virus
    6.4.6 Monitoring of Health
    6.4.7 Machine-Assisted Diagnosis
    6.4.8 Early Detection of Disease
    6.4.9 Remote Patient Monitoring
    6.4.10 Lean Management in Healthcare
    6.5 Conclusion
    References
    Chapter 7 Drones for Societal Development
    7.1 Introduction
    7.1.1 History and Background
    7.2 Types of Drones or UAVs
    7.2.1 Types of Drones Based on the Source of Power Supply
    7.2.2 Design-Based Characterization of Drones
    7.2.2.1 Rotary-Wing
    7.2.2.2 Fixed-Wing
    7.2.2.3 Hybrid Drones
    7.2.3 Types of Drones Based on their Weight
    7.2.4 Types of Drones Based on the Mode of Operation or Control
    7.2.4.1 Manual
    7.2.4.2 Fully Autonomous
    7.2.4.3 Semi-Autonomous
    7.2.5 Types of Drones Based on Range, Endurance, and Flying Height
    7.3 Advantages of Drones
    7.4 Disadvantages of Drones
    7.5 Applications of Drones
    7.6 Drones Rules and Regulations
    7.6.1 Flight Restrictions for Drones in India
    7.7 Conclusion
    References
    Part III: Smart Society-based Applications
    Chapter 8 Traffic Management and Intelligent Transportation Systems
    8.1 History of Traffic Management
    8.2 Background of Intelligent Transportation System
    8.3 Need of Intelligent Transportation System
    8.4 Important of Intelligent Transportation System
    8.5 Objective ITS
    8.6 Technologies of Intelligent Transportation system
    8.6.1 Wireless Communication
    8.6.2 Computer Technology
    8.6.3 Floating Car Data/Floating Cellular Data
    8.6.3.1 Triangulation Procedures
    8.6.3.2 Vehicle Re-Identification
    8.6.3.3 GPS-Based Method
    8.6.4 Inductive Loop Detection
    8.6.5 Video Vehicle Detection
    8.7 Applications of Intelligent Transportation System
    8.7.1 Emergency Vehicle Notification Systems
    8.7.2 Automatic Road Enforcement
    8.7.3 Variable Speed Limits
    8.7.4 Collision Avoidance Systems
    8.7.5 Dynamic Traffic Light Sequence
    8.8 Benefits of Intelligent Transportation System
    8.9 Services of Intelligent Transportation System
    8.10 Subsystems of Intelligent Transportation System
    8.10.1 Advanced Traffic Management System
    8.10.2 Advanced Traveller Information Systems
    8.10.3 Advanced Rural Transportation Systems
    8.10.4 Commercial Vehicle Operations
    8.10.5 Advanced Public Transportation Systems
    8.10.5.1 Objective of APTS
    8.10.5.2 Components of APTS
    8.10.6 Advanced Vehicle Control Systems
    8.10.6.1 Need of AVCS
    8.10.6.2 Benefits of AVCS
    8.10.6.3 AVCS Safety Advantage
    8.11 Future Scope
    8.12 Conclusion
    References
    Chapter 9 Moving Objects Detection for Video Surveillance Applications in Society 5.0
    9.1 Introduction
    9.2 Moving Objects Detection: A Preliminary Overview
    9.3 Mathematical Concepts
    9.3.1 Crisp Theory
    9.3.2 Statistics
    9.3.3 Fuzzy Concepts
    9.3.4 Dempster–Schafer Concepts
    9.4 Machine Leaning Concepts
    9.4.1 Representation Learning
    9.4.2 Neural Networks Modeling
    9.5 Signal-Processing Concept
    9.5.1 Filter Based Models
    9.5.2 Transform Domain Models
    9.5.3 Sparse Signal Recovery Models
    9.5.4 Graph Signal Processing
    9.6 Conclusion
    References
    Chapter 10 A New Era in Forensic Investigation-Virtual Autopsy
    10.1 Introduction
    10.2 Techniques of Virtopsy
    10.3 Medico Legal Importance of Virtual Autopsy
    10.3.1 Cause of Death
    10.3.2 Identification of the Deceased
    10.3.3 Identification of Accused
    10.3.4 Identification of Weapon
    10.3.5 Postmortem Interval
    10.3.6 Reconstruction of the Accident
    10.3.7 Mechanism of Death: Haemorrhage, Pulmonary Edema etc. can Be Identified by the MRI and CT Scanning
    10.4 Advantages of Virtopsy
    10.5 Disadvantages of Virtopsy
    10.6 Virtual Autopsy in India
    10.7 Case Studies
    10.8 Future of Virtopsy
    10.9 Conclusion
    Acknowledgment
    References
    Chapter 11 An Advanced Laparoscopic and Diagnostics Imaging in Surgical Operating Theatre: Case Study
    11.1 Introduction
    11.2 ADI Techniques
    11.2.1 Radiography (X-ray)
    11.2.2 CT Scanner
    11.2.3 Magnetic Resonance Imaging
    11.2.4 Medical Sonography
    11.2.5 Positron Emission Tomography CT
    11.2.6 DEXA (Bone Density)
    11.2.7 Diffusion Tensor Imaging
    11.2.8 Surgery
    11.3 Ovarian Cystectomy using Advanced Laparoscopic Technique-Case Study
    11.3.1 Insight Surgical Procedure
    11.3.2 Detection of Object
    11.3.3 Computer-Assisted Navigation
    11.4 Conclusion
    References
    Chapter 12 Smart Agriculture Platforms: Case Studies
    12.1 Introduction
    12.2 Need of the Study
    12.3 Recent Studies on Smart Agriculture
    12.3.1 Satellite Based Smart Agriculture
    12.3.2 Aerial-Based Smart Agriculture
    12.3.3 Ground Based Smart Agriculture
    12.4 Summary
    References
    Chapter 13 Role of IoT Enabling Smart Agricultural Society
    13.1 Introduction
    13.2 Architectural View of IoT
    13.2.1 Sensors
    13.2.2 Data Acquisition System
    13.2.3 Edge IT
    13.2.4 Data Center/Cloud
    13.3 IoT Role and Its Responsibility
    13.3.1 IoT in Industries
    13.3.2 IoT in Smart Cities
    13.3.3 IoT in Security
    13.3.4 IoT in Healthcare
    13.4 Role of IoT in Agriculture
    13.5 Conclusion
    References
    Chapter 14 Resilience of Digital Society to Natural Disasters
    14.1 Introduction of Natural Disaster Management
    14.2 Background of Digital Transformation
    14.3 Digitization and Disaster Management
    14.4 National Disaster Management and Digital Transformation
    14.5 Impact of Digital Transformation on National Disaster Management
    14.6 Application of Drone Technology in Disaster Mitigation
    References
    Part IV: Challenges, Opportunities and Novel Solutions
    Chapter 15 Society 5.0 towards Sustainable Development Goals in Technological Prospects and Social Applications
    15.1 Introduction to Society 5.0
    15.2 The Sustainable Development Goals
    15.3 Society 5.0 and the SDGs: The Commonalities
    15.4 Can Implementation of the SDGs Be Advanced by Society 5.0?
    15.4.1 Ending Poverty in All Its Forms
    15.4.2 Achieving Food Security, Improved Nutrition and Promoting Sustainable Agriculture
    15.4.3 Advancing Global Health for All Ages
    15.4.4 Ensuring Inclusive and Quality Education for All and Promoting Lifelong Learning
    15.4.5 Facilitating Gender Equality
    15.4.6 Ensure Access to Water and Sanitation for All and Sustainable Water Management
    15.4.7 Ensuring Access to Affordable, Reliable, Sustainable and Modern Energy for All
    15.4.8 Promoting Inclusive and Sustainable Economic Growth, Employment and Decent Work for All
    15.4.9 Building Resilient Infrastructure, Promoting Sustainable Industrialisation and Fostering Innovation
    15.4.10 Reduce Inequalities within and among Countries
    15.4.11 Make Cities Inclusive, Safe, Resilient and Sustainable
    15.4.12 Ensuring Sustainable Consumption and Production Patterns
    15.4.13 Take Urgent Action to Combat Climate Change and Its Impacts
    15.4.14 Conserve and Sustainably Use the Oceans, Seas and Marine Resources and Sustainably Managing Forests, Combating Deserticat fi ion, Halting and Reversing Land Degradation and Halting Biodiversity Loss
    15.4.15 Promoting Peaceful Inclusive Societies for Sustainable Development
    15.5 The Path Ahead
    References
    Chapter 16 Digital Reforms in Public Services and Infrastructure Development & Management
    16.1 Background of Digital Reform
    16.2 Digital Reforms in Public Services
    16.2.1 Education
    16.2.2 Healthcare Services
    16.2.3 Social Care and Protection
    16.3 Digital Infrastructure
    16.4 Digital Reforms in Infrastructural Development and Management
    16.5 Role of Digital Reformation in Construction Industry towards Society 5.0
    16.6 Role of Digital Reformation in Transportation
    16.7 Conclusion
    References
    Chapter 17 Monitoring of Biological Pollution Index in Community Well Water
    17.1 Introduction
    17.2 Working of the Proposed System
    17.2.1 Hardware Module
    17.2.2 Cloud Module
    17.2.3 Mobile Application
    17.3 Hardware Module
    17.3.1 Integrated Components
    17.3.2 Smoothing Sensor Readings
    17.3.3 Dynamic WiFi Credentials
    17.3.3.1 Stable WiFi Connectivity
    17.3.3.2 Connectivity Status
    17.3.4 Mobile Application
    17.3.4.1 Concise User Interface
    17.3.4.2 Communication with Hardware Module
    17.3.4.3 Notifications
    17.3.4.4 Data Analytics
    17.3.4.5 Access Data from Multiple Hardware Modules
    17.3.4.6 Security Features
    17.4 Results and Discussion
    17.5 Conclusion
    References
    Chapter 18 Next Generation Digital Technologies in Smart Society
    18.1 Introduction
    18.2 Impact on Economic Growth
    18.3 New Avenues
    18.4 Future Technologies
    18.4.1 Geospatial Technology
    18.4.2 Supply Chain 4.0
    18.4.3 Drones
    18.4.4 3D Printing
    18.4.5 Autonomous Mobile Robots
    18.4.6 Thermal Sensors
    18.4.7 Virtual Reality/Augmented Reality
    18.4.8 5G and Information Technology
    18.4.9 Advanced Data Analytics
    18.4.10 Quantum Computing
    18.4.11 The Industrial Internet of Things
    18.4.12 Various other Business Models
    18.5 Conclusion
    References
    Index