02955cam a22004098i 4500 22371394 OSt 20260113150704.0 220104s2022 enk b 001 0 eng 2021063108 9781108832984 (hardback) 9781108966559 (epub) DLC eng rda DLC pcc TK5103.2 .M315 2022 621.382 23/eng/20220318 TEC067000 bisacsh Machine Learning and Wireless Communications / edited by Yonina C. Eldar, Weizmann Institute of Science, Andrea Goldsmith, Princeton University, Deniz Gündüz, Imperial Colleg, H. Vincent Poor, Princeton University. First edition. 2206 Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2022. pages cm text txt rdacontent unmediated n rdamedia volume nc rdacarrier Includes bibliographical references and index. Deep neural networks for joint source-channel coding / David Burth Kurka, Milind Rao, Nariman Farsad, Deniz Gündüz, Andrea Goldsmith -- Timely wireless edge inference / Sheng Zhou, Wenqi Shi, Xiufeng Huang, and Zhisheng Niu. "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"-- Provided by publisher. Wireless communication systems. Machine learning. TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Eldar, Yonina C., editor. Online version: Machine learning and wireless communications. First edition. Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2022 9781108966559 (DLC) 2021063109 7 cbc orignew 1 ecip 20 y-gencatlg lcc BOOK 20967 20967