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Exploitation of Channel-Learning for Enhancing 5G Blind Beam Index Detection
The cell search is an essential function for a User Equipment (UE) to be initially associated with a base station, and is also important to further maintain the wireless connection.
Q-NAV: NAV Setting Method based on Reinforcement Learning in Underwater Wireless Networks
Especially, with the underwater wireless networks, there happen inevitable delay time and spacial inequality due to the distances between the nodes.
Application of End-to-End Deep Learning in Wireless Communications Systems
In this article, we present a basic concept of the deep learning and its application to WCS by investigating the resource allocation (RA) scheme based on a deep neural network (DNN) where multiple goals with various constraints can be satisfied through the end-to-end deep learning.
Building Encoder and Decoder with Deep Neural Networks: On the Way to Reality
Deep learning has been a groundbreaking technology in various fields as well as in communications systems.
Information Theory Signal Processing Information Theory
