Téléchargez le livre : Artificial Intelligence for Future Networks

Artificial Intelligence for Future Networks

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Wiley-IEEE Press


Paru le : 2024-12-12

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Description

An exploration of connected intelligent edge, artificial intelligence, and machine learning for B5G/6G architecture
Artificial Intelligence for Future Networks illuminates how artificial intelligence (AI) and machine learning (ML) influence the general architecture and improve the usability of future networks like B5G and 6G through increased system capacity, low latency, high reliability, greater spectrum efficiency, and support of massive internet of things (mIoT).
The book reviews network design and management, offering an in-depth treatment of AI oriented future networks infrastructure. Providing up-to-date materials for AI empowered resource management and extensive discussion on energy-efficient communications, this book incorporates a thorough analysis of the recent advancement and potential applications of ML and AI in future networks.
Each chapter is written by an expert at the forefront of AI and ML research, highlighting current design and engineering practices and emphasizing challenging issues related to future wireless applications.
Some of the topics include: Signal processing and detection, covering preprocess and level signals, transform signals and extract features, and training and deploying AI models and systemsChannel estimation and prediction, covering channel characteristics, modeling, and classic learning-aided and AI-aided estimation techniquesResource allocation, covering resource allocation optimization and efficient power consumption for different computing paradigms such as Cloud, Edge, Fog, IoT, and MECAntenna design using AI, covering basics of antennas, EM simulator/optimization algorithms, and surrogate modeling
Identifying technical roadblocks and sharing cutting-edge research on developing methodologies, Artificial Intelligence for Future Networks is an essential reference on the subject for professionals and researchers involved in the field of wireless communications and networks, along with graduate and PhD students in electrical and computer engineering programs of study.
Pages
416 pages
Collection
n.c
Parution
2024-12-12
Marque
Wiley-IEEE Press
EAN papier
9781394227921
EAN PDF
9781394227945
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
416
Taille du fichier
8530 Ko
Prix
140,10 €
EAN EPUB
9781394227938
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
416
Taille du fichier
23788 Ko
Prix
140,10 €

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