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Artificial Intelligence for 6G introduces, in a step-by-step manner, AI techniques such as:
unsupervised learning;
supervised learning;
reinforcement learning; and
deep learning.
It explains how these techniques can be used for wireless communications and network systems, particularly in designing and optimizing 6G networks.
This book is at the forefront of 6G research, and will be of interest internationally, to graduate students, academics, engineers, and developers who are focused on future development of network systems and mobile communications.
Artificial Intelligence for 6G introduces, in a step-by-step manner, AI techniques such as:
unsupervised learning;
supervised learning;
reinforcement learning; and
deep learning.
It explains how these techniques can be used for wireless communications and network systems, particularly in designing and optimizing 6G networks.
This book is at the forefront of 6G research, and will be of interest internationally, to graduate students, academics, engineers, and developers who are focused on future development of network systems and mobile communications.
Provides a thorough overview of AI techniques and applying them to 6G communications and networks
Introduces machine learning techniques to graduate students and academics
Presents methods for the design and optimization of 6G communication systems
Part I: Artificial Intelligence Techniques.- Chapter 1. Historical Sketch of Artificial Intelligence.- Chapter 2. Unsupervised Learning.- Chapter 3. Supervised Learning.- Chapter 4. Gradient Descent.- Chapter 5. Reinforcement Learning.- Chapter 6. Deep Learning.- Part II: Artificial Intelligence Enabled Techniques for 6G.- Chapter 7. Artificial Intelligence and 6G.- Chapter 8. AI for Big Data.- Chapter 9. AI Enabled Wireless Communications.- Chapter 10. AI Enabled Networks.- Chapter 11. AI Empowered Mobile Applications.
| Erscheinungsjahr: | 2023 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Mathematik, Medizin, Naturwissenschaften, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: |
xvi
525 S. 283 s/w Illustr. 2 farbige Illustr. 525 p. 285 illus. 2 illus. in color. |
| ISBN-13: | 9783030950439 |
| ISBN-10: | 3030950433 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Kim, Haesik |
| Hersteller: |
Springer
Springer International Publishing AG |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 235 x 155 x 30 mm |
| Von/Mit: | Haesik Kim |
| Erscheinungsdatum: | 13.04.2023 |
| Gewicht: | 0,814 kg |