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Conferences > OFC > 2022 > W3I > W3I.5

Long Short-Term Memory Neural Network to Enhance the Data Rate and Performance for Rolling Shutter Camera Based Visible Light Communication (VLC)

Ching-Wei Peng, Deng-Cheng Tsai, Yun-Shen Lin, Chi-Wai Chow, Yang Liu, and Chien-Hung Yeh

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Abstract

We propose and demonstrate using Long-Short-Term-Memory neural-network (LSTM-NN) to mitigate inter-symbol-interference (ISI) in 4-level pulse-amplitude-modulation (PAM4) camera based visible-light-communication (VLC) system. Data-rate of 14.4-kbit/s with 3-m free-space transmission is achieved.

© 2022 The Author(s)

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