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Laser & Optoelectronics Progress, Volume. 58, Issue 11, 1112009(2021)

Placement Optimization of iGPS Transmitter Based on Immune Optimization Algorithm

Jingtao Fan1, Xiang Huang1、*, Qi Zeng1, Ziyue Zhao2, and Zhufeng Shi1
Author Affiliations
  • 1College of Mechanical and Electronic Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing , Jiangsu 210016, China
  • 2AVIC Beijing Changcheng Institute of Metrology & Measurement, Beijing 100095, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (7)
    Equations (22)
    References (23)
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    Figures & Tables(7)
    Part of mathematical model of transmitter

    Fig. 1. Part of mathematical model of transmitter

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    Flowchart of proposed algorithm

    Fig. 2. Flowchart of proposed algorithm

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    iGPS transmitter layout before and after optimization

    Fig. 3. iGPS transmitter layout before and after optimization

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    Measurement uncertainty before and after optimization of each point

    Fig. 4. Measurement uncertainty before and after optimization of each point

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    Convergence curve comparison between immune optimization algorithm and genetic algorithm

    Fig. 5. Convergence curve comparison between immune optimization algorithm and genetic algorithm

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    • Table 1. Layout of the transmitter before and after optimization

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      Table 1. Layout of the transmitter before and after optimization

      TransmitterLayout /m
      Before optimizationAfter optimization
      Transmitter 1(0, 10, 4)(1.706, 8.367, 4.119)
      Transmitter 2(10, 10, 4)(7.397, 7.271, 3.874)
      Transmitter 3(10, 0, 4)(6.830, 1.481, 3.926)
      Transmitter 4(0, 0, 4)(1.691, 2.675, 4.135)

    • Table 2. The layout of transmitter before and after optimization

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      Table 2. The layout of transmitter before and after optimization

      TransmitterLayout /m
      Immune optimization algorithmGenetic algorithm
      Transmitter 1(1.835, 7.508, 4.779)(1.337, 8.657,4.595)
      Transmitter 2(7.456, 7.679, 3.230)(7.576, 7.563, 3.447)
      Transmitter 3(8.853, 2.453, 3.973)(6.245, 1.329, 3.823)
      Transmitter 4(1.619, 1.812, 4.364)(1.587, 1.650, 4.010)
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    Jingtao Fan, Xiang Huang, Qi Zeng, Ziyue Zhao, Zhufeng Shi. Placement Optimization of iGPS Transmitter Based on Immune Optimization Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(11): 1112009

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Oct. 29, 2020

    Accepted: Dec. 17, 2020

    Published Online: Jun. 7, 2021

    The Author Email: Huang Xiang (xhuang@nuaa.edu.cn)

    DOI:10.3788/LOP202158.1112009

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology