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Using logistic regression classification for mitigating high noise-ratio advisement light-panel in rolling-shutter based visible light communications.

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We propose and experimentally demonstrated a light-panel and image sensor based visible light communication (VLC) system using machine learning (ML) algorithm. The ML algorithm is compared with the traditional demodulation… Click to show full abstract

We propose and experimentally demonstrated a light-panel and image sensor based visible light communication (VLC) system using machine learning (ML) algorithm. The ML algorithm is compared with the traditional demodulation scheme and the experimental results show that even at very high noise-ratio (NR) light-panel display content, the proposed ML algorithm shows significant bit error rate (BER) improvement.

Keywords: light panel; high noise; visible light; based visible; noise ratio; panel

Journal Title: Optics express
Year Published: 2019

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