Buch, Englisch, 276 Seiten, Format (B × H): 156 mm x 234 mm
Reihe: River Publishers Series in Digital Security and Forensics
AI and Secure 6G Unleashed
Buch, Englisch, 276 Seiten, Format (B × H): 156 mm x 234 mm
Reihe: River Publishers Series in Digital Security and Forensics
ISBN: 978-87-438-1577-8
Verlag: River Publishers
Next-Gen Connectivity: AI and Secure 6G Unleashed explores the technologies driving the evolution of intelligent communications beyond 5G. Bringing together advances in AI-enabled 6G networks, cybersecurity, blockchain, quantum technologies, satellite communications, machine learning, intelligent transportation, and sustainable digital infrastructure, this book provides a comprehensive view of the innovations shaping tomorrow's connected world.
As communication networks become increasingly autonomous, data-driven, and interconnected, the need for secure, resilient, and intelligent connectivity has never been greater. This volume examines the architectures, protocols, and enabling technologies that support trusted digital ecosystems while addressing critical challenges in cybersecurity, privacy, network intelligence, autonomous systems, the Internet of Things (IoT), and intelligent infrastructure.
Contributors present cutting-edge research alongside practical perspectives on designing scalable, human-centric communication networks capable of supporting emerging applications across industry, government, and society. By integrating advances in artificial intelligence with next-generation wireless technologies, the book highlights how secure 6G will transform the way people, devices, and systems communicate.
Designed for researchers, graduate students, engineers, and technology professionals, Next-Gen Connectivity: AI and Secure 6G Unleashed serves as both a comprehensive reference and a forward-looking guide to the technologies, challenges, and opportunities defining the future of global communications.
Zielgruppe
Academic, Postgraduate, and Professional Practice & Development
Autoren/Hrsg.
Weitere Infos & Material
Table of Contents: Preface List of Contributors List of Figures List of Tables List of Acronyms 1 Evolution of Modulation Techniques from 1G to 6G: State of the Art 1.1 Evolution of Wireless Communication 1.2 Role of Modulation Schemes in Evolution of Wireless Technologies 1.2.1 First Generation (1G) 1.2.2 Second Generation (2G) 1.2.3 Third Generation (3G) 1.2.4 Fourth generation (4G) 1.2.5. Fifth Generation (5G) 1.3 Comparison of technologies 1G to 6G 1.4 Summary References 2 Navigating Security, Privacy, and Ethical Challenges in WhatsApp Communication 2.1 Introduction 2.2 Review of Literature 2.3 Methodology 2.4 Results 2.5 Analysis 2.5.1 Demographic Overview 2.5.2 Awareness of Security Features 2.5.3 Privacy Concerns 2.5.4 Ethical Considerations 2.5.5 Broader Implications and User Concerns 2.6 Conclusion References 3 Security, Privacy Using 6G: Where Technology Meets Humanity in XR 3.1 Introduction 3.1.1 Overview of 6G Technology 3.1.2 Enhanced Connectivity 3.1.3 Low-Latency Communication 3.1.4 Advanced Spectrum Utilization 3.1.5 Integration of AI and Machine Learning 3.1.6 Enhanced Security and Privacy 3.1.7 Environmental and Energy Efficiency 3.1.8 Applications and Impact 3.2 Literature Survey 3.3 Widespread Impact of 6G Technology in XR 3.3.1 Enhanced Security in Virtual Environments 3.3.2 Real-Time Threat Detection and Response 3.3.3 Safe Remote Assistance and Training 3.3.4 Secure Data Transmission for Critical Applications 3.3.5 Enhanced Privacy Controls in Immersive Environments 3.3.6 Top 5 Use Cases for 6G in XR: Safety and Security Applications 3.4.1 Latency and Bandwidth Limitations in XR Development Over Successive Network Generations 3.4.2 Key Insights 3.4.3 Significance for XR 3.4.4 Graph Elements 3.5 XR Edge-Processing Architectures 3.5.1 Edge-Processing Offload Models 3.5.2 The Role of 6G and Edge AI in XR 3.6 How 6G Will Transform XR 3.6.1 The 6G Impact on XR Systems 3.6.2 Pushing the Boundaries of XR in Classroom Education 3.6.3 How XR is Powering Industry 4.0 3.7 How 6G Will Benefit Enterprise Extended Reality (XR) 3.7.1 What is Enterprise XR? 3.7.2 Use Cases of 6G for Enterprise XR 3.7.3 Benefits of 6G for Enterprise XR 3.7.4 Immersive 6G Virtual Reality Skill-Based Safety Training in XR 3.7.5 Key Technological Advantages of 6G for Safety Training in XR: 3.7.6 The 6G Era and the Future of Immersive XR References 4 Analysis of Different Clustering Techniques Applied to Multi Beam Satellites 4.1 Introduction 4.2 Main Text 4.2.1 Problem Statement 4.2.2 Comparison of Clustering Techniques 4.2.3 Results and Discussion 4.3. Conclusion 4.4 Acknowledgements References 5 Architecture, Characteristics, Applications and Challenges in Vehicular Ad Hoc Networks 5.1 Introduction 5.2 Characteristics of VANETs 5.3 Applications of VANET 5.4 Challenges of VANETs 5.5 Securities in VANETs 5.6 Conclusion 5.7 Acknowledgements References 6 Quantum Robots: Insights into Architectural Components and Algorithms 6.1 Introduction 6.1.1 Objectives 6.1.2 Scope 6.2 Methodology 6.2.1 Search Strategy 6.3 Quantum Robot Structure 6.3.1 Definition and Architecture 6.3.2 Structure Components 6.3.3 Comparative Analysis of Structure 6.4 Quantum Algorithms for robots 6.4.1 Quantum Search Algorithms 6.4.2 Quantum Neural Networks 6.4.3 Quantum Reinforcement Learning (QRL) 6.4.4 Quantum Optimization Algorithms 6.4.5 Quantum Genetic Algorithms (QGAs) 6.4.6 Comparative Analysis of Algorithms 6.5 Future Direction and Challenges 6.6 Conclusion References 7 Water Quality Monitoring using LPWAN Wireless Sensor Network 7.1 Introduction 7.2 Methodology 7.2.1 Presentation of the LoRa module and characterization of sensors 7.2.2 Design and commissioning of the functional prototype 7.2.3 Graphical interface design for displaying the prototype data. 7.3 Conclusions 7.4 Acknowledgement References 8 Comprehensive Analysis of Adversarial Poisoning Attacks in Machine Learning 8.1 Introduction 8.1.1 Data poisoning attack overview 8.1.2 Manipulating Training Data 8.1.3 Feature Poisoning 8.1.4 Model-Based Poisoning 8.1.5 Additional Considerations 8.2 State of The Art 8.3 Experiment Environments 8.3.1 Synthetic Data Generation 8.3.2 Real-world Datasets 8.3.3 Simulated Attack Scenarios 8.3.4 Open-Source ML Libraries 8.4. Discussion And Future Directions 8.4.1 Evolving Attack Landscape 8.4.2 Data Privacy vs. Security 8.4.3 Scalability and Efficiency 8.5 Future Work 8.6 Conclusion 8.7 Acknowledgements References 9 The Impact of Climate Change on Pollen Allergies in Houston: A Data-Driven Analysis 9.1 Introduction 9.2 Proposed Work 9.3 Results and Discussion 9.4 Conclusion References 10 Classification and Analysis of Object Detection Methods for Autonomous Vehicles 10.1 Introduction 10.1.1 The classification of objects 10.2 Literature Survey 10.3 Search criteria and Proposed methodology 10.3.1 Strategy for Conducting the Search 10.3.2 Inclusion criteria 10.3.3 Proposed Methodology 10.4 Results and Analysis 10.5 Conclusion and Future Scope 10.6 Acknowledgements References 11 Blockchain-Based Soft Drink Authentication with VeChain: Enhancing Consumer Trust 11.1 Introduction 11.2 Literature Survey 11.2.1 Blockchain Technology in Supply Chain Management 11.2.2 Blockchain for Anti-Counterfeiting 11.2.3 VeChain and Its Applications 11.2.4 Consumer-Driven Verification and Trust 11.2.5 Challenges in Blockchain Implementation 11.2.6 Gaps in Current Research 11.3 Distinctive Aspects of VeChain for Combatting Counterfeits in the Beverage Sector 11.4 VeChain Implementation 11.4.1 Pseudo Code 11.4.2 Implementation Details 11.5 Challenges and Limitations in Implementing Vechain for Soft Drink Authentication 11.5.1 Technological Integration and Data Consistency 11.5.2 IoT Infrastructure for Real-Time Data Tracking 11.5.3 Regulatory Compliance and Consumer Privacy 11.6 Case Studies 11.7 BMW - Car Maintenance and Parts Authenticity 11.8 VeChain on Large-Scale Operations 11.9 Future Trends and Directions 11.10 Conclusion References 12 A Deep Learning based Approach for Traffic Motions Management 12.1 Introduction 12.2 Literature Review 12.3 Main Text 12.3.1 Data Collection 12.3.2 Model Architecture 12.4 Implementation 12.5 Result 12.6 Conclusion References 13 Design and Simulation of an O-Slotted Microstrip Patch Antenna for 6G Applications 13.1 Introduction 13.2 Design Process of the Antenna 13.3 Results and Discussion 13.4 Conclusion 13.5 Acknowledgements References 14 Decentralized Consensus and Control for Autonomous Vehicles 14.1 Introduction 14.1 Background 14.2 Related Work 14.2.1 Distributed Consensus Algorithms 14.2.2 Decentralized Control Systems 14.2.3 Communication Protocols and Technologies 14.3 Proposed Methodology 14.3.1 Distributed Consensus Algorithms 14.3.2 Decentralized Control Systems 14.3.3 Communication Protocols 14.3.4 Integration and System Architecture 14.3.5 Implementation 14.3.6 Anticipated Results 14.4 Discussion 14.5 Conclusion 14.6 Acknowledgements References 15 MindSculpt Adaptive Architecture: Empowering Human-Centered Learning Beyond 2050 with AI, Secure 6G, and Sustainable Education 15.1 Introduction 15.2 Main Text 15.2.1 Technology Landscape Beyond 2050 15.2.2 Educational Framework and Challenges 15.2.3 Innovative Tools and Methodologies 15.2.4 The Synergy of Neuroplasticity and Digital Twins: Advancing Cognitive Health and Adaptation 15.2.5 Advancing Adaptive Learning: A Vision Beyond 2050 15.2.6 MindSculpt Learning Task Optimization & WORKFLOW 15.2.7 MindSculpt Adaptive Architecture: Task Management Workflow 15.2.8 MindSulpt Adaptive Architecture Framework Guidelines for Integrating Immersive Technologies in University Education 15.2.9 MindSculpt Adaptive Architecture – Cognitive Lab Strongly Advocates: The Role of Dynamic Learning Records in Education – Bridging the Global Skills Gap 15.2.11 Comprehensive strategic roadmap for building a resilient and sustainable education ecosystem. 15.2.12 Extended outcomes and added value of MindSculpt architecture 15.3 Conclusion References Conclusion Index About the Editors




