Predicting wireless mmWave massive MIMO channel characteristics using machine learning algorithms

L Bai, CX Wang, J Huang, Q Xu, Y Yang… - Wireless …, 2018 - Wiley Online Library
This paper proposes a procedure of predicting channel characteristics based on a well‐
known machine learning (ML) algorithm and convolutional neural network (CNN), for three …

Speeding up mmWave beam training through low-complexity hybrid transceivers

J Palacios, D De Donno, D Giustiniano… - 2016 IEEE 27th …, 2016 - ieeexplore.ieee.org
Millimeter wave (mmWave) wireless technologies are expected to become key enablers of
multi-gigabit wireless access in next-generation cellular and local area networks. Due to …