Bi-LSTM-Augmented Deep Neural Network for Multi-Gbps VCSEL-Based Visible Light Communication Link

Bi-LSTM-Augmented Deep Neural Network for Multi-Gbps VCSEL-Based Visible Light Communication Link

With the remarkable advances in vertical-cavity surface-emitting lasers (VCSELs) in recent decades, VCSELs have been considered promising light sources in the field of optical wireless communications. However, off-the-shelf VCSELs still have a limited modulation bandwidth to meet the multi-Gb/s data...

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Bibliographic Details
Main Authors: Seoyeon Oh, Minseok Yu, Seonghyeon Cho, Song Noh, Hyunchae Chun
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
visible light communication (VLC)
machine learning (ML)
optical wireless communication (OWC)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/1424-8220/22/11/4145

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https://www.mdpi.com/1424-8220/22/11/4145

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