166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal

Deng-Cheng Tsai; Deng-Cheng Tsai; Yun-Han Chang; Yun-Han Chang; Shang-Yen Tsai; Shang-Yen Tsai; Li-Sheng Hsu; Li-Sheng Hsu; Chi-Wai Chow; Chi-Wai Chow; Ching-Wei Peng; Ching-Wei Peng; Yuan-Zeng Lin; Yuan-Zeng Lin; Yin-He Jian; Yin-He Jian; Yang Liu; Chien-Hung Yeh

European Conference on Optical Communication (ECOC) 2022
Technical Digest Series (Optica Publishing Group, 2022),
paper We3F.3

166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal

Deng-Cheng Tsai, Yun-Han Chang, Shang-Yen Tsai, Li-Sheng Hsu, Chi-Wai Chow, Ching-Wei Peng, Yuan-Zeng Lin, Yin-He Jian, Yang Liu, and Chien-Hung Yeh

European Conference and Exhibition on Optical Communication 2022

Basel Switzerland
18–22 September 2022
ISBN: 978-1-957171-15-9

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Indoor and VLC Systems and Technologies (We3F)

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D. Tsai, Y. Chang, S. Tsai, L. Hsu, C. Chow, C. Peng, Y. Lin, Y. Jian, Y. Liu, and C. Yeh, "166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal," in European Conference on Optical Communication (ECOC) 2022, J. Leuthold, C. Harder, B. Offrein, and H. Limberger, eds., Technical Digest Series (Optica Publishing Group, 2022), paper We3F.3.

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Abstract

We propose and preset the first demonstration of a record high 298.8-kbit/s·m bit-rate distance product rolling-shutter image-sensor based free-space-optical-communication (FSO) system. Long-short-term-memory-neural-network (LSTM-NN) is utlized to decode the 4-level pulse-amplitude-modulation (PAM4) rolling-shutter pattern.

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