Figures (12)  Tables (2)
    • Figure 1. 

      System architecture diagram.

    • Figure 2. 

      Residual current detection circuit diagram.

    • Figure 3. 

      Waveform before and after signal rectification.

    • Figure 4. 

      Schematic diagram of sliding window algorithm.

    • Figure 5. 

      Flowchart of improved Gaussian filtering method.

    • Figure 6. 

      Raw RSSI data and filtering optimization result.

    • Figure 7. 

      Simulation results of positioning algorithm.

    • Figure 8. 

      Simulation results of maximum likelihood estimation method for localization.

    • Figure 9. 

      Residual current detection flowchart.

    • Figure 10. 

      Terminal node positioning flowchart.

    • Figure 11. 

      Coordinator workflow diagram.

    • Figure 12. 

      Upper computer grid warning display.

    • Processing method Raw data Gaussian optimization
      Variance (m2) 5.9311 2.0426
      SNR (dB) 26.25 30.88

      Table 1. 

      Variance comparison table.

    • Beacon node spacing (m)Collection number of times
      205080110
      100.970.560.570.35
      150.960.690.530.41
      201.131.060.770.56

      Table 2. 

      Positioning experiment errors under different positioning conditions.