Radio technologies for environment-aware wireless communications

T Javornik, A Hrovat, A Švigelj - arXiv preprint arXiv:2211.16850, 2022 - arxiv.org
In this paper, we critically review the potential of today's terrestrial wireless communication
systems including wireless cellular technologies (GSM, UMTS, LTE, NR), wireless local area …

An SISO-OTFS Channel Parameter Learning Scheme in Time-Frequency Domain

W Kan, X He, N Chen - Proceedings of the 2023 10th International …, 2023 - dl.acm.org
Orthogonal Time Frequency Space (OTFS) modulation is a recently proposed modulation
pattern aiming to overcome problems in high mobility scenarios. Parameter learning …

Deep learning and channel estimation

K Thakkar, A Goyal… - 2020 6th International …, 2020 - ieeexplore.ieee.org
Deep Learning has rendered overwhelming potential to support the rising interest of high
dependability and maximum capacity wireless communication systems. Channel estimation …

A neural network for estimating CQI in 5G communication systems

SK Vankayala, KG Shenoy - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
Channel quality indicator (CQI) is a key parameter in communication system design that
encodes the state of the channel. With this information, a base station (BS) can adjust the …

Learning the wireless V2I channels using deep neural networks

TH Li, MRA Khandaker, F Tariq… - 2019 IEEE 90th …, 2019 - ieeexplore.ieee.org
For high data rate wireless communication systems, developing an efficient channel
estimation approach is extremely vital for channel detection and signal recovery. With the …

[图书][B] Channel Modeling in 5G Wireless Communication Systems

H Jiang, G Gui - 2020 - Springer
The fifth generation (5G) wireless communication networks are being standardized and will
be commercially available from 2020, which aims to minimize traffic accidents, improve …

Deep learning enabled channel estimation for RIS-aided wireless systems

W Shen, Z Qin, A Nallanathan - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Channel Estimation is one of the essential tasks to realize a reconfigurable intelligent
surface (RIS)-aided orthogonal frequency division multiplexing (OFDM) communication …

[PDF][PDF] Towards Explainable AI for Channel Estimation in Wireless Communications

Y Medjahdi, CSN Lille Douai, L Clavier - 2023 - geogroup.ai
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 …

Design and Implementation of Cross band and Wide Bandwidth Dynamic Channel Simulator

Y Shi, S Zhou, J Wang - 2021 13th International Symposium on …, 2021 - ieeexplore.ieee.org
The wireless channel simulator can perform half-physical simulations of channel
characteristics such as path loss, multipath fading, and frequency shift as a measuring …

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 …