• Laser & Optoelectronics Progress
  • Vol. 58, Issue 6, 628001 (2021)
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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    DOI: 10.3788/LOP202158.0628001 Cite this Article Set citation alerts
    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 Copy Citation Text show less
    An example of communication between anchor node and unknown nodes
    Fig. 1. 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
    Fig. 2. An example for area of near-degree. (a) r=R3; (b) r=2R3; (c) r=R
    Procedure of IDV-Hop-DPDEL
    Fig. 3. Procedure of IDV-Hop-DPDEL
    Node distribution
    Fig. 4. Node distribution
    Localization error of each unknown node based on IDV-Hop-DPDEL and DV-Hop
    Fig. 5. Localization error of each unknown node based on IDV-Hop-DPDEL and DV-Hop
    Localization error of hop distance correction
    Fig. 6. Localization error of hop distance correction
    Localization error of DPDEL algorithm
    Fig. 7. Localization error of DPDEL algorithm
    Localization error of IDV-Hop-DPDEL algorithm
    Fig. 8. Localization error of IDV-Hop-DPDEL algorithm
    Average localization error with variation of ratio of anchor nodes
    Fig. 9. Average localization error with variation of ratio of anchor nodes
    Average localization error with variation of communication radius of sensor nodes
    Fig. 10. Average localization error with variation of communication radius of sensor nodes
    Average localization error with variation of total number of nodes
    Fig. 11. Average localization error with variation of total number of nodes
    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
    Table 1. Parameters being used
    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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