Acta Photonica Sinica, Volume. 53, Issue 3, 0301003(2024)

Underwater Blue-green Light Weak Signal Detection Based on Adaptive Stochastic Resonance

Jianlei ZHANG1、*, Juan ZHANG1, Yunzhou ZHU2, Xinyu YAO1, Qianqian WU1, Yi YANG1, and Fengtao HE1
Author Affiliations
  • 1School of Electronic Engineering,Xi'an University of Posts and Telecommunications,Xi'an 710121,China
  • 2Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China
  • show less
    References(27)

    [1] SAEED N, CELIK A, AL-NAFFOURI T Y et al. Underwater optical wireless communications, networking, and localization: a survey[J]. Ad Hoc Networks, 94, 101935(2019).

    [2] MENAKA D, GAUNI S, MANIMEGALAI C T et al. Vision of IoUT: advances and future trends in optical wireless communication[J]. Journal of Optics, 50, 439-452(2021).

    [3] CHI Nan, WANG Chaofan, LI Weiping 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] MAJLESEIN B, GHOLAMI A, GHASSEMLOOY Z. A complete model for underwater optical wireless communications system[C], 1-5(2018).

    [5] FEI C, HONG X, ZHANG G et al. 16.6 Gbps data rate for underwater wireless optical transmission with single laser diode achieved with discrete multi-tone and post nonlinear equalization[J]. Optics Express, 26, 34060-34069(2018).

    [6] WANG J M, LU C H, LI S B et al. 100 m/500 Mbps underwater optical wireless communication using an NRZ-OOK modulated 520 nm laser diode[J]. Optics Express, 27, 12171-12181(2019).

    [7] CHEN M, ZOU P, ZHANG L et al. Demonstration of a 2.34 Gbit/s real-time single silicon-substrate blue LED-based underwater VLC system[J]. IEEE Photonics Journal, 12, 1-11(2019).

    [8] JIANG R, SUN C, ZHANG L et al. Deep learning aided signal detection for SPAD-based underwater optical wireless communications[J]. IEEE Access, 8, 20363-20374(2020).

    [9] CHEN X, YANG X Q, TONG Z J et al. 150 m/500 Mbps underwater wireless optical communication enabled by sensitive detection and the combination of receiver-side partial response shaping and TCM technology[J]. Journal of Lightwave Technology, 39, 4614-4621(2021).

    [10] ZHANG J L, XU C, GAO G J et al. Direct detection of a single-channel 112 Gb/s PAM-4 signal using an 18 GHz directly modulated laser and Maximum-Likelihood Sequence Estimation (MLSE) equalization[C], 385(2018).

    [11] SHAO W H, BARRAS J, KOSMAS P. Detection of extremely weak NQR signals using stochastic resonance and neural network theories[J]. Signal Process, 142, 96-103(2018).

    [12] YAN D Q, WANG F Z, WANG S. Research on the output bit error rate of 2DPSK signal based on stochastic resonance theory[J]. Modern Physics Letters B, 31, 1850069(2017).

    [13] LI J, WANG L, LI Y. Diagnosis method for hydro-generator rotor fault based on stochastic resonance[C], 1-5(2019).

    [14] MA L, FU M, ZHENG H Y et al. Simulation of stochastic resonance in underwater laser communication[C], 1-5(2017).

    [15] FENG Z, LI S, XU Z. A novel adaptive stochastic resonance scheme for underwater optical wireless communication[C], 1-6(2019).

    [16] ZENG Z, FU S, ZHANG H et al. A survey of underwater optical wireless communications[J]. IEEE Communications Surveys & Tutorials, 19, 204-238(2016).

    [17] HU B, GUO C, WU J et al. An adaptive periodical stochastic resonance method based on the grey wolf optimizer algorithm and its application in rolling bearing fault diagnosis[J]. Journal of Vibration and Acoustics, 141, 041016(2019).

    [18] ZHANG W, SHI P, LI M et al. A novel stochastic resonance model based on bistable stochastic pooling network and its application[J]. Chaos, 145, 110800(2021).

    [19] FAN X Y, BAI P, LIANG X L et al. Detection algorithm of BPSK signal of parameter adjusted bistable stochastic resonance model based on scale change[J]. IEEE Access, 8, 97643-97657(2020).

    [20] JI S Y, YUAN F, CHEN K Y et al. Application of stochastic resonance technology in underwater acoustic weak signal detection[C], 1-5(2016).

    [21] WANG Y, JIAO S, ZHANG Q et al. A weak signal detection method based on adaptive parameter-induced tri-stable stochastic resonance[J]. Chinese Journal of Physics, 56, 1187-1198(2018).

    [22] TONG L, LI X, HU J et al. A PSO optimization scale-transformation stochastic-resonance algorithm with stability mutation operator[J]. IEEE Access, 6, 1167-1176(2017).

    [23] CONG H, YU M, GAO Y et al. A new method for rubbing fault identification based on the combination of improved particle swarm optimization with self-adaptive stochastic resonance[J]. Journal of Failure Analysis and Prevention, 22, 690-703(2022).

    [24] WU Zhongyong, GOU Jin, ZHAO Zhiqiang. Improved PSO algorithm with adaptive neighborhood detection mechanism[J]. Journal of Chinese Computer Systems, 31, 1938-1945(2010).

    [25] DONG H, ZHANG H, HAN S et al. Reverse-learning particle swarm optimization algorithm based on niching technology[C], 405-410(2018).

    [26] XU Y, CHEN H, LUO J et al. Enhanced Moth-flame optimizer with mutation strategy for global optimization[J]. Information Sciences, 492, 181-203(2019).

    [27] ZHANG G, ZHANG Y, ZHANG T et al. Stochastic resonance in second-order underdamped system with exponential bistable potential for bearing fault diagnosis[J]. IEEE Access, 6, 42431-42444(2018).

    Tools

    Get Citation

    Copy Citation Text

    Jianlei ZHANG, Juan ZHANG, Yunzhou ZHU, Xinyu YAO, Qianqian WU, Yi YANG, Fengtao HE. Underwater Blue-green Light Weak Signal Detection Based on Adaptive Stochastic Resonance[J]. Acta Photonica Sinica, 2024, 53(3): 0301003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Aug. 16, 2023

    Accepted: Nov. 21, 2023

    Published Online: May. 16, 2024

    The Author Email: Jianlei ZHANG (zhangjianlei@xupt.edu.cn)

    DOI:10.3788/gzxb20245303.0301003

    Topics