基于深度学习的水下无线光通信信噪比改善研究与实现
[1] KAUSHAL H, KADDOUM G. Underwater optical wireless communi-cation[J]. IEEE Access, 2016(4): 1518-1547.
[2] OUBEI H M, DURAN J R, JANJUA B, et al. 4.8 Gbit/s 16-QAM- OFDM transmission based on compact 450-nm laser for underwater wireless optical communication[J]. Optics Express, 2015, 23(18): 23302-23309.
[3] CHITHRA K, SIREESHA N, THANGAVEL C, et al. Underwater communication implementation with OFDM[J]. Indian Journal of Geo-Marine Sciences, 2015, 44(2): 259-266.
[4] LIU X Y, YI S Y, ZHOU X L, et al. 34.5 m underwater optical wireless communication with 2.70 Gbps data rate based on a green laser diode with NRZ-OOK modulation[J]. Optics Express, 2017, 25(22): 27937-27947.
[5] CHEN Y F, KONG M W, ALI T, et al. 26 m/5.5 Gbps air-water optical wireless communication based on an OFDM-modulated 520 nm laser diode[J]. Optics Express, 2017, 25(13): 14760-14765.
[6] HU S Q, MI L, ZHOU T H, et al. 35.88 attenuation lengths and 3.32 bits/photon underwater optical wireless communication based on photon counting receiver with 256-PPM[J]. Optics Express, 2018, 26(17): 21685-21699.
[7] JIANG R, SUN C M, ZHANG L, et al. Deep learning aided signal detection for SPAD-based underwater optical wireless communications[J]. IEEE Access, 2020(8): 20363-20374.
[8] QIN D L, LI Y C, SUN Y, et al. High fidelity underwater wireless optical communication with a phase-conjugated frame structure[J]. Applied Optics, 2020, 59(13): 4000-4007.
[9] SUN Y, QIN D, XIONG X, et al. Experimental verification of the 10dB IEVM performance enhancement for underwater wireless optical commu-nication system with a simple time-domain averaging methodology[C]//Asia Communications and Photonics Conference, November 2-5, 2019, Cheng-du, China. Chengdu: IEEE, 2019: 1-3.
[10] YE H, LI G Y, JUANG B H. Power of deep learning for channel estimation and signal detection in OFDM Systems[J]. IEEE Wireless Communications Letter, 2018, 7(1): 114-117.
孙猷, 张俊杰. 基于深度学习的水下无线光通信信噪比改善研究与实现[J]. 光通信技术, 2021, 45(1): 10. SUN You, ZHANG Junjie. Research and implementation of signal to noise ratio improvement of underwater free space optical communication based on deep learning[J]. Optical Communication Technology, 2021, 45(1): 10.