Signal detection in uplink time-varying OFDM systems using RNN with bidirectional LSTM

S Wang, R Yao, TA Tsiftsis… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
In this letter, we propose a deep learning-assisted approach for signal detection in uplink
orthogonal frequency-division multiplexing (OFDM) systems over time-varying channels. In …

Deep learning assisted channel estimation refinement in uplink OFDM systems under time-varying channels

R Yao, Q Qin, S Wang, N Qi, Y Fan… - … and Mobile Computing …, 2021 - ieeexplore.ieee.org
In various practical orthogonal frequency-division multiplexing (OFDM) systems, the
estimation accuracy at the receiver is challenging, and, specifically when operate over time …

OFDM for payload communications of UAS: channel estimation and ICI mitigation

V Vahidi, E Saberinia - Iet Communications, 2017 - Wiley Online Library
For real‐time transmission of high‐bandwidth sensor data from an unmanned aircraft
vehicle (UAV) to the ground station (GS) in an unmanned aircraft system, a high‐speed …

Deep learning aided signal detection in OFDM systems with time-varying channels

R Yao, S Wang, X Zuo, J Xu, N Qi - 2019 IEEE Pacific Rim …, 2019 - ieeexplore.ieee.org
In this paper, we propose a deep learning aided approach for signal detection in orthogonal
frequency-division multiplexing (OFDM) systems with time-varying channels. The method …

Implementation of the deep learning method for signal detection in massive-MIMO-NOMA systems

A Kumar, N Gaur, M Gupta, A Nanthaamornphong - Heliyon, 2024 - cell.com
The deep learning method (DLM) is one way to fix issues in optical nonorthogonal multiple
access (O-NOMA) systems that are caused by signals that overlap and interfere with each …

Variable leaky steepest descent algorithm for autoregressive fading estimation in OFDM systems

MG Mohammadi, A Mahmoudi, A Kosarian - Digital Signal Processing, 2021 - Elsevier
This paper presents an adaptive algorithm for unbiased estimation of autoregressive
Rayleigh flat fading parameters in OFDM systems. To this end, a variable leaky steepest …

ICI mitigation for high-speed OFDM communications in high-mobility vehicular channels

V Vahidi, E Saberinia - … New Generations: 14th International Conference on …, 2018 - Springer
The performance of an Orthogonal Frequency Division Multiplexing (OFDM) system to
transmit high bandwidth data from a vehicle to a base station can suffer from Inter-Carrier …

Compressed channel estimation methods for high mobility doubly selective channels in orthogonal frequency division multiplexing systems

V Vahidi, E Saberinia - IET Communications, 2019 - Wiley Online Library
In this study, four channel‐estimation (CE) methods are proposed for sparse high mobility
doubly selective channels. These methods are designed to take advantage of the sparsity of …

Optimal Power Allocation for Channel Estimation of OFDM Uplinks in Time‐Varying Channels

R Yao, Y Liu, G Li, J Xu - ETRI Journal, 2015 - Wiley Online Library
This paper deals with optimal power allocation for channel estimation of orthogonal
frequency‐division multiplexing uplinks in time‐varying channels. In the existing literature …

Channel Estimation and ICI Cancelation in Vehicular Channels of OFDM Wireless Communication Systems

V Vahidi - 2018 - search.proquest.com
Orthogonal frequency division multiplexing (OFDM) scheme increases bandwidth efficiency
(BE) of data transmission and eliminates inter symbol interference (ISI). As a result, it has …