Laser & Optoelectronics Progress, Volume. 58, Issue 6, 628001(2021)

Improved DV-Hop Ranging-Based Dynamic Parameters Differential Evolution Localization Algorithm

Li Qiang, Huang Xia*, Shen Dong, and Di Jing
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
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    Figures & Tables(12)
    An example of communication between anchor node and unknown nodes
    An example for area of near-degree. (a) r=R3; (b) r=2R3; (c) r=R
    Procedure of IDV-Hop-DPDEL
    Node distribution
    Localization error of each unknown node based on IDV-Hop-DPDEL and DV-Hop
    Localization error of hop distance correction
    Localization error of DPDEL algorithm
    Localization error of IDV-Hop-DPDEL algorithm
    Average localization error with variation of ratio of anchor nodes
    Average localization error with variation of communication radius of sensor nodes
    Average localization error with variation of total number of nodes
    • Table 1. Parameters being used

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      Table 1. Parameters being used

      ParameterValue
      Network size /m2100×100
      Number of nodes100
      Anchor node ratio /%5,10,15,20,25,30,35,40
      Communication radius /m45
      Variation factor F[0.4,0.9]
      Crossover probability CCR[0.5,1]
      Generation counter100
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    Li Qiang, Huang Xia, Shen Dong, Di Jing. Improved DV-Hop Ranging-Based Dynamic Parameters Differential Evolution Localization Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(6): 628001

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jun. 24, 2020

    Accepted: --

    Published Online: Mar. 6, 2021

    The Author Email: Xia Huang (19893176678@163.com)

    DOI:10.3788/LOP202158.0628001

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