A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless …
W Jiang, HD Schotten - IEEE Open Journal of the …, 2020 - ieeexplore.ieee.org
Channel state information (CSI), which enables wireless systems to adapt their transmission parameters to instantaneous channel conditions and consequently achieve great …
L Wang, G Liu, J Xue, KK Wong - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Channel state information (CSI) estimation is part of the most fundamental problems in 5G wireless communication systems. In mobile scenarios, outdated CSI will have a serious …
W Jiang, HD Schotten - 2020 IEEE 91st vehicular technology …, 2020 - ieeexplore.ieee.org
With the aid of accurate channel state information (CSI) at the transmitter, a wireless system can receive great performance by adaptively selecting its transmission parameters …
W Jiang, HD Schotten - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Opportunistic relay selection (ORS) has been recognized as a simple but efficient method for mobile nodes to achieve cooperative diversity in slow fading channels. However, the wrong …
This chapter provides a comprehensive introduction to channel prediction methods with an emphasis on neural network‐based prediction. It first briefly describes adaptive transmission …
In this paper, we aim to efficiently and accurately predict the static channel impulse response (CIR) with only the user's position information and a set of channel instances obtained within …
H Fu, F Dai, L Hong - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
Compared with the traditional subspace-based methods, sparse signal recovery (SSR) based methods have obvious advantages in performing the direction of arrival (DOA) …
C Li, N Raymondi, B Xia… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Limited access to available spectrum motivates new age radio frequency (RF) systems to co- exist and cooperate. In this paper, we consider a joint communication and radar system …