From 5G to 6G : technologies, architecture, AI, and security / / Abdulrahman Yarali

• Autore: Yarali Abdulrahman
• Pubblicazione: Hoboken, New Jersey : , : John Wiley & Sons, Inc., , [2023]; ©2023
• Edizione: First edition.
• Descrizione fisica: 1 online resource (227 pages)
• Disciplina: 621.38456
• Soggetto topico: Mobile communication systems; Artificial intelligence
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Cover -- Title Page -- Copyright Page -- Contents -- About the Author -- Preface -- Chapter 1 Technologies and Development for the Next Information Age -- 1.1 Introduction -- 1.2 Roadmap to 6G -- 1.2.1 Society 5.0 -- 1.2.2 Extended Reality -- 1.2.3 Wireless Brain-Computer -- 1.2.4 Haptic Communication -- 1.2.5 Smart Healthcare -- 1.2.6 Five-Sense Information -- 1.2.7 The Internet of Everything -- 1.2.8 5G to 6G -- 1.3 AI and Cybersecurity: Paving the Way for the Future -- 1.4 Fusion of IoT, AI, and Cybersecurity -- 1.4.1 Where Did AI Begin? -- 1.4.2 Role of AI -- 1.4.3 Disadvantages of AI -- 1.4.4 Advantages of AI -- 1.4.5 Threats from Hackers -- 1.5 How AI Can Help Solve These Problems -- 1.6 Connected Devices and Cybersecurity -- 1.7 Solutions for Data Management in Cybersecurity -- 1.8 Conclusion -- References -- Chapter 2 Networks of the Future -- 2.1 Introduction -- 2.2 The Motive for Energy-Efficient ICTs -- 2.2.1 Approaches -- 2.3 Wireless Networks -- 2.3.1 Wi-Fi -- 2.3.2 LTE -- 2.3.3 Heterogeneous Networks -- 2.3.4 Femtocell Repeater -- 2.3.5 The Dawn of 5G Wireless Systems -- 2.3.6 Advancing from 5G to 6G Networks -- 2.4 Cognitive Networking -- 2.4.1 Zero-Touch Network and Service Management -- 2.4.2 Zero-Trust Networking -- 2.4.3 Information-Centric Networking -- 2.4.4 In-Network Computing -- 2.4.5 Active Networking -- 2.5 Mobile Edge Computing -- 2.6 Quantum Communications -- 2.6.1 Quantum Computing and 6G Wireless -- 2.7 Cybersecurity of 6G -- 2.8 Massive Machine-Type Communications (MTC) -- 2.9 Edge-Intelligence and Pervasive Artificial Intelligence in 6G -- 2.10 Blockchain: Foundations and Role in 6G -- 2.11 Role of Open-Source Platforms in 6G -- 2.11.1 PHY Technologies for 6G Wireless -- 2.11.2 Reconfigurable Intelligent Surface for 6G Wireless Networks -- 2.11.3 Millimeter-Wave and Terahertz Spectrum for 6G Wireless. ; 2.11.4 Challenges in Transport Layer for Terabit Communications -- 2.11.5 High-Capacity Backhaul Connectivity for 6G Wireless -- 2.11.6 Cloud-Native Approach for 6G Wireless Networks -- 2.11.7 Machine Type Communications in 6G -- 2.11.8 Impact of 5G and 6G on Health and Environment -- 2.12 Integration of 5G with AI and IoT and Roadmap to 6G -- 2.13 3GPP -- 2.14 Conclusion -- References -- Chapter 3 The Future of Wireless Communication with 6G -- 3.1 Introduction -- 3.2 Recent Trends Leading to 6G Technology Evolution -- 3.3 Security and Privacy Challenges in 6G Wireless Communications -- 3.4 The Impact of 6G on Healthcare Systems -- 3.5 The Impact of 6G on Space Technology and Satellite Communication -- 3.6 The Impact of 6G on Other Industries -- 3.7 Terahertz Wireless Systems and Networks with 6G -- 3.8 The Future of 6G and Its Role in IT -- References -- Chapter 4 Artificial Intelligence and Machine Learning in the Era of 5G and 6G Technology -- 4.1 Artificial Intelligence and Machine Learning: Definitions, Applications, and Challenges -- 4.1.1 Application of Machine Learning and Artificial Intelligence -- 4.1.2 Challenges for Machine Learning and Artificial Intelligence -- 4.2 Artificial Intelligence: Laws, Regulations, and Ethical Issues -- 4.2.1 Ethical Governance in Artificial Intelligence -- 4.2.2 The Future of Regulation for AI -- 4.3 Potentials of Artificial Intelligence in Wireless 5G and 6G: Benefits and Challenges -- 4.3.1 Artificial Intelligence in Wireless 5G and 6G -- 4.3.2 Benefits and Challenges of AI in 5G and 6G -- 4.3.3 How Can AI Be Used to Enhance 6G Wireless Security? -- 4.3.4 The 6G Era's Edge Intelligence and Cloudification -- 4.3.5 Distributed Artificial Intelligence in 6G Security -- 4.4 Cybersecurity Issues in Advanced 5G and 6G -- 4.5 Benefits and Challenges of Using AI in Cybersecurity: Help or Hurt?. ; 4.6 How Can AI Be Used by Hackers Attacking Networks? -- 4.7 Conclusion -- References -- Chapter 5 6G Wireless Communication Systems: Emerging Technologies, Architectures, Challenges, and Opportunities -- 5.1 Introduction -- 5.2 Important Aspects of Sixth-Generation Communication Technology -- 5.2.1 A Much Higher Data Rate -- 5.2.2 A Much Lower Latency -- 5.2.3 Network Reliability and Accuracy -- 5.2.4 Energy Efficiency -- 5.2.5 Focus on Machines as Primary Users -- 5.2.6 AI Wireless Communication Tools -- 5.2.7 Personalized Network Experience -- 5.3 Enabling Technologies Behind the Drive for 6G -- 5.3.1 Artificial Intelligence -- 5.3.2 Terahertz Communications -- 5.3.3 Optical Wireless Technology -- 5.4 Extreme Performance Technologies in 6G Connectivity -- 5.4.1 Quantum Communication and Quantum ML -- 5.4.2 Blockchain -- 5.5 6G Communications Using Intelligent Platforms -- 5.5.1 Integrated Intelligence -- 5.5.2 Satellite-Based Integrated Network -- 5.5.3 Wireless Information and Energy Transfer Are Seamlessly Integrated -- 5.6 Artificial Intelligence and a Data-Driven Approach to Networks -- 5.6.1 Zero-Touch Network -- 5.6.2 AI by Design -- 5.6.3 Technological Fundamentals for Zero-Touch Systems -- 5.7 Sensing for 6G -- 5.7.1 A Bandwidth as Well as Carrier Frequency Rise -- 5.7.2 Chip Technologies of the Future -- 5.7.3 Models of Consistent Channels -- 5.7.4 X-Haul and Transport Network for 6G -- 5.8 Applications -- 5.9 Innovative 6G Network Architectures -- 5.10 Conclusion -- References -- Chapter 6 6G: Architecture, Applications, and Challenges -- 6.1 Introduction -- 6.2 6G Network Architecture Vision -- 6.2.1 6G Use Cases, Requirements, and Metrics -- 6.2.2 What 5G Is Currently Covering -- 6.3 6th Generation Networks: A Step Beyond 5G -- 6.3.1 6G and the Fundamental Features -- 6.4 Emerging Applications of 6G Wireless Networks. ; 6.4.1 Virtual, Augmented, and Mixed Reality -- 6.4.2 Holographic Telepresence -- 6.4.3 Automation: The Future of Factories -- 6.4.4 Smart Lifestyle with the Integration of the Internet of Things -- 6.4.5 Autonomous Driving and Connected Devices -- 6.4.6 Healthcare -- 6.4.7 Nonterrestrial Communication -- 6.4.8 Underwater Communication -- 6.4.9 Disaster Management -- 6.4.10 Environment -- 6.5 The Requirements and KPI Targets of 6G -- 6.5.1 Extremely Low Latency -- 6.5.2 Low Power Consumption -- 6.5.3 High Data Rates -- 6.5.4 High-Frequency Bands -- 6.5.5 Ultra-Reliability -- 6.5.6 Security and Privacy -- 6.5.7 Massive Connection Density -- 6.5.8 Extreme Coverage Extension -- 6.5.9 Mobility -- 6.6 6G Applications -- 6.7 Challenges in 6G: Standardization, Design, and Deployment -- References -- Chapter 7 Cybersecurity in Digital Transformation Era: Security Risks and Solutions -- 7.1 Introduction -- 7.2 Digital Transformation and Mesh Networks of Networks -- 7.3 Security as the Enemy of Digital Transformation -- 7.4 The Current State of Cybercrime -- 7.5 Security and Technologies of the Digital Transformation Economy -- 7.6 Tackling the Cybersecurity Maturity Challenges to Succeed with Digital Transformation -- 7.7 Security Maturity and Optimization: Perception versus Reality -- 7.7.1 Why Cybersecurity Maturity Is Not What It Should Be in the Digital Business and Transformation Reality -- 7.7.2 Why Cybersecurity Maturity and Strategy Are Lagging -- 7.8 Changing Security Parameters and Cyber Risks Demand a Holistic Security Approach for Digital Business -- 7.9 Cybersecurity Challenges and Digital Risks for the Future -- 7.10 Conclusion -- References -- Chapter 8 Next Generations Networks: Integration, Trustworthiness, Privacy, and Security -- 8.1 Introduction -- 8.2 The State of 5G Networks -- 8.2.1 Applications and Services of 5G Technologies. ; 8.3 6G: Key Technologies -- 8.4 6G: Application and Services -- 8.5 Benefits of 6G over 5G: A Comparison -- 8.5.1 Artificial Intelligence in 5G and 6G: Benefits and Challenges -- 8.5.2 Artificial Intelligence and Cybersecurity -- 8.5.3 Benefits and Challenges of AI and 6G for Cybersecurity as Defense and Offense -- 8.6 6G: Integration and Roadmap -- 8.7 Key Words in Safeguarding 6G -- 8.7.1 Trust -- 8.7.2 Security -- 8.7.3 Privacy -- 8.8 Trustworthiness in 6G -- 8.8.1 Is Trust Networking Needed? -- 8.8.2 Benefits of Trust Networking for 6G -- 8.8.3 Constraints of Trust Networking in 6G -- 8.8.4 Principles for Trust Networking -- 8.8.5 Challenges in Trust Networking for 6G -- 8.9 Network Security Architecture for 6G -- 8.9.1 Privacy and Security in IoT for 6G -- 8.10 6G Wireless Systems -- 8.10.1 Advances -- 8.10.2 Physical Layer Security as a Means of Confidentiality -- 8.10.3 Challenges of Implementing Federated Learning -- 8.10.4 Physical Layer Security for Six-Generation Connectivity -- 8.10.5 Physical Layer Security Using Light Communications -- 8.10.6 Challenges for Physical Layer Security -- 8.10.7 Privacy Requirements for 6G -- 8.10.8 Is Personal Information Really Personal? -- 8.11 Fifth Generation vs. Sixth Generation -- 8.12 Conclusion -- References -- Chapter 9 Artificial Intelligence: Cybersecurity and Security Threats -- 9.1 Introduction -- 9.2 5G and 6G -- 9.3 Cybersecurity in Its Current State -- 9.4 AI as a Concept -- 9.5 AI: A Solution for Cybersecurity -- 9.6 AI: New Challenges in Cybersecurity -- 9.7 Conclusion -- References -- Chapter 10 Impact of Artificial Intelligence and Machine Learning on Cybersecurity -- 10.1 Introduction -- 10.2 What Is Artificial Intelligence (AI)? -- 10.2.1 Reactive Machines -- 10.2.2 Limited Memory -- 10.2.3 Theory of Mind -- 10.2.4 Self-Awareness -- 10.3 The Transformative Power of AI. ; 10.4 Understanding the Relationship Between AI and Cybersecurity.
• Sommario/riassunto: "The transition from the fifth generation of wireless communication (5G) to the coming sixth generation (6G) promises to be one of the most significant phases in the history of telecommunications. The technological, social, and logistical challenges promise to be significant, and meeting these challenges will determine the future of wireless communication. Experts and professionals across dozens of fields and industries are beginning to reckon seriously with these challenges as the 6G revolution approaches. From 5G to 6G provides an overview of this transition, offering a snapshot of a moment in which 5G is establishing itself and 6G draws ever nearer. It focuses on recent advances in wireless technology that bring 6G closer to reality, as well as the near-term challenges that still have to be met for this transition to succeed. The result is an essential book for anyone wishing to understand the future of wireless telecommunications in an increasingly connected world."--
• Titolo autorizzato: From 5G to 6G
• ISBN: 1-119-88311-3; 1-119-88309-1; 1-119-88310-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910829834703321
• Lo trovi qui: Univ. Federico II