Complex-valued 2D-CNN equalization for OFDM signals in a photonics-aided MMW communication system at the D-band
Orthogonal frequency division multiplexing (OFDM) is a promising solution in photonics-
aided millimeter-wave (MMW) communication systems, which combine the features of fiber …
aided millimeter-wave (MMW) communication systems, which combine the features of fiber …
Volterra-aided neural network equalization for channel impairment compensation in visible light communication system
D Tian, P Miao, H Peng, W Yin, X Li - Photonics, 2022 - mdpi.com
This paper addresses the channel impairment to enhance the system performance of visible
light communication (VLC). Inspired by the model-solving procedure in the conventional …
light communication (VLC). Inspired by the model-solving procedure in the conventional …
Toward AI-enhanced VLC systems for industrial applications
In this paper, artificial intelligence tools are implemented in order to predict trajectory
positions, as well as channel performance of an optical wireless communications link. Case …
positions, as well as channel performance of an optical wireless communications link. Case …
A new transceiver design for protograph LDPC-coded LACO-OFDM VLC systems with deep learning
As a spectral-efficient and transmission-reliable technique, channel coded layered
asymmetrically clipped optical orthogonal frequency-division multiplexing (LACO-OFDM) …
asymmetrically clipped optical orthogonal frequency-division multiplexing (LACO-OFDM) …
Towards AI-enhanced VLC systems
We demonstrate that position prediction is feasible in industrial applications with visible light
communication (VLC), using artificial intelligence. Accordingly, a long short-term memory …
communication (VLC), using artificial intelligence. Accordingly, a long short-term memory …
Adaptive software defined equalization techniques for indoor visible light communication
This paper focuses on a channel feed-forward software defined equalization (FSDE) of
visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) …
visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) …
CNN direct equalization in OFDM-VLC systems: evaluations in a numerical model based on experimental characterizations
An investigation on the orthogonal frequency division multiplexing (OFDM) equalization
using deep learning architectures for a multipath single-input single-output visible light …
using deep learning architectures for a multipath single-input single-output visible light …
A Non-linear improved CNN equalizer with batch gradient decent In 5G wireless optical communication
AB Mathews, AB Mathews… - IETE Journal of …, 2024 - Taylor & Francis
An equalization scheme employing convolutional neural networks (CNN) is proposed in
generalized frequency division multiplexing (GFDM) for propagation in a hybrid microwave …
generalized frequency division multiplexing (GFDM) for propagation in a hybrid microwave …
VLCMnet-Based Modulation Format Recognition for Indoor Visible Light Communication Systems
X Zheng, Y He, C Zhang, P Miao - Photonics, 2024 - mdpi.com
In indoor visible light communication (VLC), the received signals are subject to severe
interference due to factors such as high-brightness backgrounds, long-distance …
interference due to factors such as high-brightness backgrounds, long-distance …
Visible-Light Channel-Equalization Algorithm Based on the Fusion of a Neural Network and a Temporal-Feature Memory Structure
X Ke - Handbook of Optical Wireless Communication, 2024 - Springer
Light communication channels sometimes have changing characteristics that are difficult to
predict. This article proposes a structure based on a convolutional neural network (CNN) …
predict. This article proposes a structure based on a convolutional neural network (CNN) …