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AI-Native Communications

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posted on 2024-01-08, 04:25 authored by H Baek, H Lee, S Park, Jihong ParkJihong Park, J Kim
The emergence of artificial intelligence (AI)-based methods evolving from 5G to 6G is accelerating. Therefore, to optimize the communication system in the 6G era, it is essential to adapt several AI-based optimization methods according to each environment. In this chapter, we introduce two general AI-based optimization methods, named AI-aided and AI-native. In addition, we describe the pros and cons of each method. Finally, by illustrating previous studies on AI in communication, we aim to speed up the development of both AI-based and AI-native optimization methods in line with the upcoming 6G era.

History

Volume

Part F1944

Pagination

563-571

ISSN

1860-4862

eISSN

1860-4870

ISBN-13

9783031379192

Language

eng

Editor/Contributor(s)

Lin X, Zhang J, Liu Y, Kim J

Publisher

Springer International Publishing

Place of publication

Berlin, Germany

Title of book

Signals and Communication Technology

Series

Signals and Communication Technology

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