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Generative Learning for Wireless Communications: Fundamentals and Applications

Generative Learning for Wireless Communications: Fundamentals and Applications

Paperback

Technology & Engineering

ISBN10: 0443414971
ISBN13: 9780443414978
Publisher: Academic Press
Published: Jun 25 2026
Pages: 325
Weight: 1.89
Height: 0.83 Width: 7.51 Depth: 9.31
Language: English
Generative learning (GL) has emerged as an essential tool for data processing and network optimization in the broad area of next-generation communication systems. Generative Learning for Wireless Communications: Fundamentals and Applications provides a comprehensive and systematic tutorial for applying generative learning models to wireless communications. It explains the core concepts of state-of-the-art generative learning models, including generative adversarial nets, variational autoencoder, and other advanced models, such as transformers and diffusion models, and then shows their application to specific areas in wireless communications.

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