Twelve scientific challenges for 6G: Rethinking the foundations of communications theory

M Chafii, L Bariah, S Muhaidat… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The research in the sixth generation of wireless networks needs to tackle new challenges in
order to meet the requirements of emerging applications in terms of high data rate, low …

A survey on deep learning based channel estimation in doubly dispersive environments

AK Gizzini, M Chafii - IEEE Access, 2022 - ieeexplore.ieee.org
Wireless communications systems are impacted by multi-path fading and Doppler shift in
dynamic environments, where the channel becomes doubly-dispersive and its estimation …

Channel estimation and symbol demodulation for OFDM systems over rapidly varying multipath channels with hybrid deep neural networks

M Gümüş, TM Duman - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
We consider orthogonal frequency division multiplexing over rapidly time-varying multipath
channels, for which performance of standard channel estimation and equalization …

6G: Vision, Applications, and Challenges

DB da Costa, Q Zhao, M Chafii, F Bader… - Fundamentals of 6G …, 2023 - Springer
Global initiative and research on 6G have grown rapidly since 2018. The rollout of 5G is
driving our life, industry, and society toward a connected and smart world. 6G is envisioned …

Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks

AK Gizzini, M Chafii - ICC 2023-IEEE International Conference …, 2023 - ieeexplore.ieee.org
Doubly-selective channel estimation represents a key element in ensuring communication
reliability in wireless systems. Due to the impact of multi-path propagation and Doppler …

Low complexity LSTM-NN-based receiver for vehicular communications in the presence of high-power amplifier distortions

AF Dos Reis, Y Medjahdi, BS Chang, J Sublime… - IEEE …, 2022 - ieeexplore.ieee.org
Vehicular communications are an important focus of studies for 5G applications and beyond.
However, in a scenario with doubly-selective and highly variable channel characteristics …

Wavelet-based massive MIMO-NOMA with advanced channel estimation and detection powered by deep learning

M Ahmad, SY Shin - Physical Communication, 2023 - Elsevier
This paper presents a massive multiple-input multiple-output (mMIMO) non-orthogonal
multiple access (NOMA) system's channel estimation and detection method which uses a …

Low complex methods for robust channel estimation in doubly dispersive environments

AK Gizzini, M Chafii - IEEE Access, 2022 - ieeexplore.ieee.org
Wireless communications play a significant role in facilitating several mobile applications
like unmanned aerial vehicles, high-speed railway, and vehicular communications …

Capacity Maximization of the 6G Networks Deploying IRS

M Mahbub, RM Shubair - arXiv preprint arXiv:2303.11807, 2023 - arxiv.org
The objective of the work is to improve the capacity of the micro cell, ie, enabling the micro
cell base station of a two-tier network to serve an increased number of devices. Therefore …

Towards Explainable AI for Channel Estimation in Wireless Communications

AK Gizzini, Y Medjahdi, AJ Ghandour… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Research into 6G networks has been initiated to support a variety of critical artificial
intelligence (AI) assisted applications such as autonomous driving. In such applications, AI …