Deep learning-based channel modeling for free space optical communications
W Chen, M Zhang, D Wang, Y Zhan… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Instead of conventional knowledge-driven modeling, this study introduced data-driven
channel modeling methods based on deep learning (DL) in a free-space optical (FSO) …
channel modeling methods based on deep learning (DL) in a free-space optical (FSO) …
An Accurate and Realistic Channel Simulator of Optical Wireless Communication Systems Combining Deterministic and Random Noise
Recently, neural networks have gained prominence as potent tools in the realm of channel
modeling in optical wireless communication (OWC) systems. However, existing channel …
modeling in optical wireless communication (OWC) systems. However, existing channel …
Deep Learning Based End-to-End Optical Wireless Communication Systems with Autoencoders
The utilization of neural network-based autoencoders (AEs) for the implementation of the
physical layer in communication systems has recently emerged as a promising technique for …
physical layer in communication systems has recently emerged as a promising technique for …
Utilization of adaptive techniques for channel estimation and intrusion detection in OWC systems
LA Abd-Elgawad, YF Sallam, GA Hussein… - Journal of Optics, 2024 - Springer
Sustaining channel equalization effectiveness, when using Optical Wireless Communication
(OWC) systems is a challenging issue. In order to deal with the physical deficiencies in the …
(OWC) systems is a challenging issue. In order to deal with the physical deficiencies in the …
Implementation of channel equalization and intrusion detection in VLC systems
LA Abd-Elgawad, M Nassar, GSM Elabyad, OA Oraby… - Journal of Optics, 2024 - Springer
Maintaining the efficiency of Optical Wireless Communication (OWC) systems with channel
equalization is a curial problem. In this paper, different adaptive channel estimation …
equalization is a curial problem. In this paper, different adaptive channel estimation …
Efficient channel estimation in OWC systems using adaptive algorithms
LA Abd-Elgawad, GA Hussein, GSM Elabyad… - Journal of Optics, 2024 - Springer
Maintaining the efficiency of optical wireless communication (OWC) systems with channel
equalization is a crucial problem. In this paper, different adaptive channel estimation …
equalization is a crucial problem. In this paper, different adaptive channel estimation …
Performance Analysis of Adaptive Channel Estimation for Wireless Optical Communication Systems
LA Abd-Elgawad, I Eldokany… - 2021 International …, 2021 - ieeexplore.ieee.org
Maintaining the efficiency of Optical Wireless Communication (OWC) systems with channel
equalization is a curial problem. In this paper, different adaptive channel estimation …
equalization is a curial problem. In this paper, different adaptive channel estimation …