Machine Learning and Wireless Communications

Yonina C. Eldar, Andrea Goldsmith, Deniz Gündüz

Informasi Dasar

67 kali
23.01.478
621.382
Buku - Circulation (Dapat Dipinjam)
Tel-U Gedung Manterawu Lantai 5 : Rak 12b
Tel-U Gedung Manterawu Lantai 5 : Rak 13a
Tel-U Purwokerto : Rak 6

How can machine learning help the design of future communication networks – and how can future networks meet the demands of emerging machine learning applications? Discover the interactions between two of the most transformative and impactful technologies of our age in this comprehensive book. First, learn how modern machine learning techniques, such as deep neural networks, can transform how we design and optimize future communication networks. Accessible introductions to concepts and tools are accompanied by numerous real-world examples, showing you how these techniques can be used to tackle longstanding problems. Next, explore the design of wireless networks as platforms for machine learning applications – an overview of modern machine learning techniques and communication protocols will help you to understand the challenges, while new methods and design approaches will be presented to handle wireless channel impairments such as noise and interference, to meet the demands of emerging machine learning applications at the wireless edge.

Subjek

WIRELESS COMMUNICATION SYSTEMS
Machine Learning,

Katalog

Machine Learning and Wireless Communications
978-1108832984
xiii, 554p.: ill.; 25 cm
English

Sirkulasi

Rp. 0
Rp. 1.000
Ya

Pengarang

Yonina C. Eldar, Andrea Goldsmith, Deniz Gündüz
Perorangan
 
 

Penerbit

Cambridge University Press
New York
2022

Koleksi

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