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Full Description
Digital twin (DT) technology is a real-time evolving digital duplicate of a physical object or process that contains all its history. It is enabled by massive real-time multi-source data collection and analysis. While 6G is considered as an enabler of digital twins, DT can also be a facilitator for integrating AI and 6G towards reliable, pervasive and efficient intelligent technologies.
While the DT concept is familiar among aerospace and industrial engineers, it is a relatively new topic among electronic, electrical, computer, communications and networking engineers. For future massive-scale industrial internet-of-things (IoT) applications facilitated by DTs, a 6G network will be much more advantageous than its 5G counterpart.
Digital Twins for 6G: Fundamental theory, technology and applications aims to bring together knowledge from industrial practitioners and researchers, and to introduce novel concepts that can help address the challenges associated with this interdisciplinary topic. The authors will cover fundamentals, enabling technologies, standards and advanced topics of DT and 6G to demystify the DT concept and its networking requirements and benefits, support a broader understanding of DT and its relationship with 6G to a larger audience, support learning and understanding for researchers and professionals working on 5G and 6G, and create a foundation on DT and 6G for the international research community.
This book is intended to be both a tutorial of the important topics around digital twin and advanced wireless communications technologies, including 6G, as well as an advanced overview for technical professionals in the communications industry, technical managers, and researchers in both academia and industry.
Contents
Chapter 1: Digital twins for resilient and reliable 6G networks
Chapter 2: Digital twin-enabled aerial edge networks with ultra-reliable low-latency communications
Chapter 3: AI-enabled data management for digital twin networks
Chapter 4: AI-based traffic analysis in digital twin networks
Chapter 5: Digital twin empowered Open RAN of 6G networks
Chapter 6: Potentials of the digital twin in 6G communication systems
Chapter 7: Digital twins for optical networks
Chapter 8: Dynamic decomposition of service function chain using a deep reinforcement learning approach
Chapter 9: An Optimization-as-a-Service platform for 6G exploiting network digital twins
Chapter 10: Robotics digital twin for 6G
