Study On Optical Communications, Volume. 51, Issue 2, 240023-01(2025)
Research on Modulation Format Recognition for Underwater Visible Light Communication based on BiGRU
[1] You X, Wang C X, Huang J et al. Towards 6G Wireless Communication Networks: Vision, Enabling Technologies, and New Paradigm Shifts[J]. Science China Information Sciences, 64, 110301(2020).
[2] Zong B, Fan C, Wang X et al. 6G Technologies: Key Drivers, Core Requirements, System Architectures, and Enabling Technologies[J]. IEEE Vehicular Technology Magazine, 14, 18-27(2019).
[3] Chi N, Wang C F, Li W P et al. Research Progress of Underwater Visible Light Communication Technology based on Blue/Green LED[J]. Journal of Fudan University: Natural Science, 58, 537-548(2019).
[4] Amanor D N, Edmonson W W, Afghah F. Intersatel-lite Communication System based on Visible Light[J]. IEEE Transactions on Aerospace and Electronic Systems, 54, 2888-2899(2018).
[5] Song A, Stojanovic M, Chitre M. Editorial Underwater Acoustic Communications: Where we Stand and What Is Next?[J]. IEEE Journal of Oceanic Engineering, 44, 1-6(2019).
[6] Baggeroer A. Acoustic Telemetry-an Overview[J]. IEEE Journal of Oceanic Engineering, 9, 229-235(1984).
[7] Duntley S Q. Light in the Sea[J]. Journal of the Optical Society of America A, 53, 214-233(1963).
[8] Chi N, Zhou Y, Liang S et al. Enabling Technologies for High-speed Visible Light Communication Employing CAP Modulation[J]. Journal of Lightwave Technology, 36, 510-518(2018).
[9] Hameed F, Dobre O A, Popescu D C. On the Likelihood-based Approach to Modulation Classification[J]. IEEE Transactions on Wireless Communications, 8, 5884-5892(2009).
[10] Gers F A, Schmidhuber J, Cummins F. Learning to Forget: Continual Prediction with LSTM[J]. Neural Computation, 12, 2451-2471(2000).
[12] Yang S, Yu X, Zhou Y. LSTM and GRU Neural Network Performance Comparison Study: Taking Yelp Review Dataset as an Example[C], 9221727(2020).
[13] Zhang H Y, Yao L, Chen C X et al. Application of BO-BiGRU based Post Equalizer in High-speed Underwater Visible Light Communication System[J]. Telecommunications Science, 39, 11-19(2023).
[14] Lin X H, Chi N. Constellation Geometrically-shaping and Artificial Intelligence Technology in Underwater Visible Light Communication[J]. Study on Optical Communications, 21-27(2023).
Get Citation
Copy Citation Text
Wendi GAO, Yunkai WANG, Chi XU, Zengyi XU, Nan CHI. Research on Modulation Format Recognition for Underwater Visible Light Communication based on BiGRU[J]. Study On Optical Communications, 2025, 51(2): 240023-01
Category:
Received: Feb. 3, 2024
Accepted: --
Published Online: May. 22, 2025
The Author Email: Nan CHI (nanchi@fudan.edu.cn)