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,Chien-Hung Yeh

2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC)（2022）

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摘要

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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关键词

four-level pulse amplitude modulation,free-space optical communication,FSO,long short term memory neural network,LSTM-NN,PAM4 signal decoding,rolling shutter image-sensor,rolling shutter pattern

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