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

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

^*此作品的通信作者

光電工程學系

研究成果: Conference contribution › 同行評審

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.

原文	English
主出版物標題	2022 European Conference on Optical Communication, ECOC 2022
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781957171159
出版狀態	Published - 2022
事件	2022 European Conference on Optical Communication, ECOC 2022 - Basel, Switzerland 持續時間: 18 9月 2022 → 22 9月 2022

出版系列

名字	2022 European Conference on Optical Communication, ECOC 2022

Conference

Conference	2022 European Conference on Optical Communication, ECOC 2022
國家/地區	Switzerland
城市	Basel
期間	18/09/22 → 22/09/22

其它文件與鏈接

Link to publication in Scopus

引用此

Tsai, D. C., Chang, Y. H., Tsai, S. Y., Hsu, L. S., Chow, C. W., Peng, C. W., Lin, Y. Z., Jian, Y. H., Liu, Y., & Yeh, C. H. (2022). 166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal. 於 2022 European Conference on Optical Communication, ECOC 2022 (2022 European Conference on Optical Communication, ECOC 2022). Institute of Electrical and Electronics Engineers Inc..

Tsai, Deng Cheng ; Chang, Yun Han ; Tsai, Shang Yen 等. / 166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal. 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 European Conference on Optical Communication, ECOC 2022).

@inproceedings{0d4b24cf855344fc860c52cd08d0ebf1,

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

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.",

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

note = "Publisher Copyright: {\textcopyright} 2022 Optica.; 2022 European Conference on Optical Communication, ECOC 2022 ; Conference date: 18-09-2022 Through 22-09-2022",

year = "2022",

language = "English",

series = "2022 European Conference on Optical Communication, ECOC 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2022 European Conference on Optical Communication, ECOC 2022",

address = "United States",

}

Tsai, DC, Chang, YH, Tsai, SY, Hsu, LS, Chow, CW, Peng, CW, Lin, YZ, Jian, YH, Liu, Y & Yeh, CH 2022, 166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal. 於 2022 European Conference on Optical Communication, ECOC 2022. 2022 European Conference on Optical Communication, ECOC 2022, Institute of Electrical and Electronics Engineers Inc., 2022 European Conference on Optical Communication, ECOC 2022, Basel, Switzerland, 18/09/22.

166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal. / Tsai, Deng Cheng; Chang, Yun Han; Tsai, Shang Yen 等.
2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 European Conference on Optical Communication, ECOC 2022).

研究成果: Conference contribution › 同行評審

TY - GEN

T1 - 166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal

AU - Tsai, Deng Cheng

AU - Chang, Yun Han

AU - Tsai, Shang Yen

AU - Hsu, Li Sheng

AU - Chow, Chi Wai

AU - Peng, Ching Wei

AU - Lin, Yuan Zeng

AU - Jian, Yin He

AU - Liu, Yang

AU - Yeh, Chien Hung

PY - 2022

Y1 - 2022

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85146400343&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85146400343

T3 - 2022 European Conference on Optical Communication, ECOC 2022

BT - 2022 European Conference on Optical Communication, ECOC 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 European Conference on Optical Communication, ECOC 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

Tsai DC, Chang YH, Tsai SY, Hsu LS, Chow CW, Peng CW 等. 166-m Rolling Shutter Based Free Space Optical Communication (FSO) Utilizing Long Short Term Memory Neural Network (LSTM-NN) for Decoding PAM4 Signal. 於 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 European Conference on Optical Communication, ECOC 2022).

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

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出版系列

Conference

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