Deep learning based channel estimation algorithm for fast time-varying MIMO-OFDM systems

Y Liao, Y Hua, Y Cai - IEEE Communications Letters, 2019 - ieeexplore.ieee.org
Channel estimation is very challenging for multiple-input and multiple-output orthogonal
frequency division multiplexing (MIMO-OFDM) systems in high mobility environments with …

Joint channel estimation and decoding design for 5G-enabled V2V channel

X Shen, Y Liao, X Dai, M Zhao, K Liu… - China …, 2018 - ieeexplore.ieee.org
This paper addresses the problem of channel estimation in 5G-enabled vehicular-to-
vehicular (V2V) channels with high-mobility environments and non-stationary feature …

Nonlinear Kalman filter-based robust channel estimation for high mobility OFDM systems

Y Liao, G Sun, Z Cai, X Shen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
High-speed train (HST) and vehicle-to-vehicle (V2V), as typical scenes of 5G
communication, have attracted extensive attention from academia and industry in recent …

Kalman filter channel estimation in 2× 2 and 4× 4 STBC MIMO-OFDM systems

R Tang, X Zhou, C Wang - IEEE Access, 2020 - ieeexplore.ieee.org
Channel estimation is a challenging problem for space time block coding (STBC)
multipleinput and multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) …

BEM-based channel estimation and interpolation methods for doubly-selective OFDM channel

Y Liao, G Sun, X Shen, S Zhang, X Yang… - … on Smart Internet of …, 2018 - ieeexplore.ieee.org
In high-speed environments, the time and frequency selective (doubly-selective) channel
which introduces the inter-carrier interference (ICI) into OFDM system is a big challenge for …

EKF/UKF-based channel estimation for robust and reliable communications in V2V and IIoT

Y Liao, X Shen, G Sun, X Dai, S Wan - EURASIP Journal on Wireless …, 2019 - Springer
Cyber-physical systems (CPSs) are characterized by integrating computation,
communication, and physical system. In typical CPS application scenarios, vehicle-to …

Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes

P Pedrosa, D Castanheira, A Silva, R Dinis… - IEEE …, 2020 - ieeexplore.ieee.org
Our aim with this paper is to present a solution suitable for vehicle-to-everything (V2X)
communications, particularly, when employing single-carrier modulations combined with …

[PDF][PDF] 基于基扩展模型的UKF-RTSS 高可靠鲁棒V2V 信道估计

廖勇, 陈颖 - 电子与信息学报, 2022 - jeit.ac.cn
车联网应用场景对无线通信在带宽, 时延, 可靠性方面提出了更高的需求, 特别是车辆对车辆(
Vehicle to Vehicle, V2V) 场景. 针对V2V 高速移动场景, 时/频域选择性衰落(双选衰落) …

一种面向LTE-V2X 的联邦学习信道估计算法.

景兴红, 尹子松, 蔡志镕, 何世彪… - Telecommunication …, 2021 - search.ebscohost.com
基于深度学习的信道估计方法中, 训练网络模型需要大量的数据运算, 且所有用户数据都需要
集中上传至服务器上, 存在隐私泄漏的隐患. 针对上述问题, 提出了一种基于联邦学习的LTEV2X …

[PDF][PDF] Estimation of bit error rate in 2× 2 and 4× 4 multi-input multioutput-orthogonal frequency division multiplexing systems.

MR Kumar, JL Prasanna, A Alagarsamy… - … Journal of Electrical …, 2023 - researchgate.net
Multiple-input, multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM)
systems with multiple input antennas and multiple output antennas in dynamic environments …