TY - GEN
T1 - Using PMMA Side-Glow Optical Fiber for Underwater Optical Camera Communication (UWOCC)
AU - Li, Jia Fu
AU - Chen, Yung Jie
AU - Chang, Yun Han
AU - Wen, Ho Yu
AU - Chow, Chi Wai
AU - Yeh, Chien Hung
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Underwater activities are becoming more and more important, and underwater optical-wireless-communication (OWC) will be needed. In this work, we present and demonstrate an underwater optical-camera-communication (UWOCC) employing long-short-term-memory-neural-network (LSTM-NN). The optical transmitter (Tx) is a PMMA side-glow optical fiber, acting as an 'omnidirectional optical antenna' and providing wide field-of-view (FOV) light emission. By utilizing LSTM-NN, the bit-error-rate (BER) of the UWOCC system can be improved and the data-rate is enhanced to 2.7-kbit/s, satisfying the pre-forward-error-correction (FEC) threshold.
AB - Underwater activities are becoming more and more important, and underwater optical-wireless-communication (OWC) will be needed. In this work, we present and demonstrate an underwater optical-camera-communication (UWOCC) employing long-short-term-memory-neural-network (LSTM-NN). The optical transmitter (Tx) is a PMMA side-glow optical fiber, acting as an 'omnidirectional optical antenna' and providing wide field-of-view (FOV) light emission. By utilizing LSTM-NN, the bit-error-rate (BER) of the UWOCC system can be improved and the data-rate is enhanced to 2.7-kbit/s, satisfying the pre-forward-error-correction (FEC) threshold.
KW - machine learning (ML)
KW - optical camera communication (OCC)
KW - Optical wireless communication (OWC)
KW - rolling shutter
KW - underwater communication
KW - underwater optical camera communication (WUOCC)
UR - http://www.scopus.com/inward/record.url?scp=85215683349&partnerID=8YFLogxK
U2 - 10.1109/WOCC61718.2024.10786051
DO - 10.1109/WOCC61718.2024.10786051
M3 - Conference contribution
AN - SCOPUS:85215683349
T3 - 2024 33rd Wireless and Optical Communications Conference, WOCC 2024
SP - 144
EP - 147
BT - 2024 33rd Wireless and Optical Communications Conference, WOCC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 33rd Wireless and Optical Communications Conference, WOCC 2024
Y2 - 25 October 2024 through 26 October 2024
ER -