Acta Optica Sinica, Volume. 45, Issue 15, 1506003(2025)

Dynamic Localization Algorithm Based on Optimal Anchor Node Combination Selection for Underwater Wireless Optical Sensor Networks

Tengxiao Zhang1, Yang Qiu1、*, Bo Ye2, and Jing Xu2
Author Affiliations
  • 1College of Electronics and Information, Southwest Minzu University, Chengdu 610225, Sichuan , China
  • 2Ocean College, Zhejiang University, Hangzhou 310027, Zhejiang , China
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    Figures & Tables(12)
    Employed network architecture
    Localization model
    Flowchart of DLOS algorithm
    GWO search mechanism
    Random variation of trajectory angle
    Variation of RMSE with number of anchor nodes
    Variation of RMSE with noise variance
    Variation of RMSE with node communication radius
    Variation of RMSE with attenuation coefficient
    Localization success rate for unknown nodes
    • Table 1. Attenuation coefficients for different types of seawater

      View table

      Table 1. Attenuation coefficients for different types of seawater

      Type of wateraλ /m-1bλ /m-1eλ /m-1
      Pure sea water0.0530.0030.056
      Clear sea water0.0690.0800.150
      Coastal sea water0.0880.2160.305
      Turbid harbor water0.2951.8752.170
    • Table 2. Simulation parameters

      View table

      Table 2. Simulation parameters

      ParameterValue
      Deployment area /(m×m×m)200×200×200
      Simulation time Г /s100
      Initial energy E0 /J10000
      Average transmitter power Pt /W0.1
      Optical efficiency of transmitter lt0.9
      Optical efficiency of transmitter lr0.9
      Receiver aperture area Ar /m20.01
      Population size N50
      Maximum number of iterations T100
      Number of DT k100
      Minimum leaf count5
      Maximum allowable RMSEs for training sets /m0.005
      Maximum allowable RMSEs for testing sets /m0.010
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    Tengxiao Zhang, Yang Qiu, Bo Ye, Jing Xu. Dynamic Localization Algorithm Based on Optimal Anchor Node Combination Selection for Underwater Wireless Optical Sensor Networks[J]. Acta Optica Sinica, 2025, 45(15): 1506003

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Mar. 17, 2025

    Accepted: Apr. 27, 2025

    Published Online: Aug. 8, 2025

    The Author Email: Yang Qiu (yqiu@swun.edu.cn)

    DOI:10.3788/AOS250747

    CSTR:32393.14.AOS250747

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