Akademibokhandeln
Songyang Zhang, Shuai Zhang, Chuan Huang - Generative Learning for Wireless Communications, Häftad

Häftad, Engelska, 2026

Generative Learning for Wireless Communications

Fundamentals and Applications

Av Songyang Zhang, Shuai Zhang, Chuan Huang

2179 kr

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Beskrivning
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.

  • Explains the fundamental concepts of the state-of-the-art generative learning models
  • Presents the most advanced methods of generative AI in wireless communications
  • Gives practical guidance on how to apply generative AI in wireless communications
  • Includes case studies and algorithm designs
  • Presents the critical challenges of GL today and promising future directions
Produktinformation
  • Utgivningsdatum: 2026-06-25
  • Mått: 191 x 235 x 22 mm
  • Vikt: 450 g
  • Format: Häftad
  • Språk: Engelska
  • Antal sidor: 325
  • Förlag: Elsevier Science
  • ISBN: 9780443414978
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Mer information

Dr. Songyang Zhang received the Ph.D. degree from the Department of Electrical and Computer Engineering at the University of California, Davis, CA, USA. He is currently an Assistant Professor in the Department of Electrical and Computer Engineering at the University of Louisiana at Lafayette, Lafayette, LA, USA.Dr. Shuai Zhang received his Ph.D. degree from the Department of Electrical, Computer, and Systems Engineering at Rensselaer Polytechnic Institute (RPI) in 2021. He is currently an Assistant Professor in the Ying Wu College of Computing at the New Jersey Institute of Technology (NJIT), NJ, USA.Prof. Chuan Huang received his Ph.D. degree from the Department of Electrical and Computer Engineering at Texas A&M University, College Station, TX, USA, in 2012. He is currently a Professor in Shenzhen Institute for Advanced Study at University of Electronic Science and Technology of China, Shenzhen, China.

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