Laser & Optoelectronics Progress, Volume. 60, Issue 17, 1701001(2023)

Performance Research on Underwater Vortex Optical Multiplexing System Based on Back Propagation Neural Network Blind Equalization Algorithm

Mingjun Wang1,2、* and Sikai Tu1
Author Affiliations
  • 1School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, Shaanxi , China
  • 2Shaanxi Civil-Military Integration Key Laboratory of Intelligence Collaborative Networks, Xi'an 710126, Shaanxi , China
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    Figures & Tables(8)
    Vortex optical multiplexing communication system based on BP blind equalization algorithm in ocean turbulence channel
    Structure diagram of BP neural network
    Constellation diagram of system received signal. (a) Without BP blind equalization algorithm; (b) after using BP blind equalization algorithm
    Variation curve of system mean square error (MSE) with iteration step using BP blind equalization algorithm
    Variation trend of system BER with SNR under different turbulence intensities
    Variation trend of system BER with SNR under different transmission distances and temperature salinity gradient rates
    BER diagram of system before and after equalization when transmission distance and temperature salinity gradient rate are different
    Variation trend of BER with SNR of different OAM multiplexing state sets under medium turbulence intensity
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    Mingjun Wang, Sikai Tu. Performance Research on Underwater Vortex Optical Multiplexing System Based on Back Propagation Neural Network Blind Equalization Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(17): 1701001

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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Aug. 21, 2022

    Accepted: Sep. 27, 2022

    Published Online: Aug. 29, 2023

    The Author Email: Mingjun Wang (wangmingjun@xaut.edu.cn)

    DOI:10.3788/LOP222356

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