Acta Physica Sinica, Volume. 68, Issue 8, 080501-1(2019)

Detection and parameter estimation of weak pulse signal based on strongly coupled Duffing oscillators

Bao-Feng Cao1... Peng Li1, Xiao-Qiang Li1, Xue-Qin Zhang1, Wang-Shi Ning1, Rui Liang1, Xin Li1, Miao Hu2 and Yi Zheng1,* |Show fewer author(s)
Author Affiliations
  • 1State Key Laboratory of Nuclear and Biochemical Calamity Protection for Civilian, Research Institute of Chemical Defense, Beijing 102205, China
  • 2School of Communication Engineering, Hangzhou University of Electronic Science and Technology, Hangzhou 310018, China
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    Figures & Tables(16)
    Detection of weak pulse signal using the strongly coupled Duffing oscillators: (a) Input signal; (b) output signal; (c) phase space of oscillator 1 and (d) oscillator 2; (e) time domain diagram of variable and (f) 强耦合Duffing振子检测微弱脉冲信号 (a)输入信号; (b)输出信号; (c)振子1相图; (d)振子2相图; (e)变量时域图; (f)变量时域图
    Bifurcation diagram of Duffing oscillator with parameter FDuffing振子随参数F变化的分岔图
    SNRI and r versus the periodic driving force amplitude F (states of phase-space)SNRI和r与周期驱动力幅值F (相态)的关系
    SNRI and r versus the driving force period SNRI和r与驱动力周期的关系
    SNRI and r versus the coupling coefficient kSNRI和r与耦合系数k的关系
    SNRI and r versus the damping coefficient SNRI和r与阻尼系数的关系
    SNRI and r versus different calculation stepsSNRI和r与不同计算步长的关系
    Detection of square wave signal with SNR of –15 dB: (a) Input signal; (b) output signal检测信噪比–15 dB的方波信号 (a)输入信号; (b)输出信号
    Detection of double exponential pulse with SNR of –12 dB: (a)Input signal; (b) output signal检测信噪比–12 dB的双指数脉冲 (a)输入信号; (b)输出信号
    Detection of Gaussian derivative pulse with SNR –16 dB: (a) Input signal; (b) output signal检测信噪比–16 dB的高斯导数脉冲 (a)输入信号; (b)输出信号
    Contrast experimental results: input signal (a); output signal of weakly coupled Duffing oscillators (b) and strongly coupled Duffing oscillators (c)对比实验结果 (a)输入信号; (b)弱耦合Duffing振子输出信号; (c)强耦合Duffing振子输出信号
    • Table 1. Values range and default values of parameters in strongly coupled Duffing oscillators

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      Table 1. Values range and default values of parameters in strongly coupled Duffing oscillators

      参数取值区间默认值
      F[0, 2]0.2
      $\omega $/ ${\rm rad}\cdot {{\rm s}^{-1}} $[1 × 105, 5 × 107] 5 × 106
      k[10–1, 103] 10
      $\xi$[10–2, 102] 0.7
      计算步长/ns[20, 1]1
    • Table 2.

      Waveform characteristics and partial oscillator parameters

      波形特征及部分振子参数

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      Table 2.

      Waveform characteristics and partial oscillator parameters

      波形特征及部分振子参数

      脉冲类型波形时域特征Duffing振子参数
      方波上升时间0.1 ms$\omega = 50$ rad/s
      半高宽1 s计算步长0.1 ms
      双指数脉冲上升时间3 ${\text{μs}}$$\omega = 5 \times {10^5}$ rad/s
      半高宽25 ${\text{μs}}$计算步长10 ns
      高斯导数脉冲上升时间1.5 ${\text{μs}}$$\omega = 4 \times {10^6}$ rad/s
      峰峰宽1.45 ${\text{μs}}$计算步长1 ns
    • Table 3.

      Detection results of strongly coupled Duffing oscillators

      强耦合Duffing振子检测结果

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      Table 3.

      Detection results of strongly coupled Duffing oscillators

      强耦合Duffing振子检测结果

      脉冲类型输入信噪比/dB–20–19–18–17–16–15–14–13–12–11–10
      方波检测概率/%14.021.541.560.578.091.599.0100100100100
      波形相似度r0.880.900.920.930.940.950.960.970.970.980.98
      双指数脉冲检测概率/%0.54.55.510.023.551.067.587.595.5100100
      波形相似度r0.670.710.740.780.810.840.860.880.900.910.92
      高斯导数脉冲检测概率/%37.555.073.086.594.099.5100100100100100
      波形相似度r0.850.870.880.890.900.910.920.920.930.930.93
    • Table 4.

      Estimation results of pulse signals amplitude

      脉冲信号幅值估计结果

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      Table 4.

      Estimation results of pulse signals amplitude

      脉冲信号幅值估计结果

      脉冲类型输入信噪比/dB–16–15–14–13–12–11–10
      方波真实值0.11250.12620.14160.15890.17830.2000
      估计值0.11140.13040.13750.16410.17610.1943
      误差/%–0.983.34–2.903.29–1.24–2.85
      MSE/10–41.261.430.752.041.232.49
      双指数脉冲真实值0.15890.17830.2000
      估计值0.15860.17730.2032
      误差/%–0.16–0.551.62
      MSE/10–42.796.435.03
      高斯导数脉冲真实值0.10020.11250.12620.14160.15890.17830.2000
      估计值0.10390.11800.12970.14230.15950.18070.1960
      误差/%3.744.932.780.520.411.35–2.02
      MSE/10–40.290.890.791.600.821.460.71
    • Table 5.

      Estimation results of pulse signals width

      脉冲信号宽度估计结果

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      Table 5.

      Estimation results of pulse signals width

      脉冲信号宽度估计结果

      脉冲类型输入信噪比/dB–16–15–14–13–12–11–10
      方波真实值/s1.00001.00001.00001.00001.00001.0000
      估计值/s1.00110.99880.99410.99840.99720.9986
      误差/%0.11–0.12–0.59–0.16–0.28–0.14
      MSE/10–41.401.110.570.130.560.45
      双指数脉冲真实值/ ${\text{μ}}{\rm s}$252525
      估计值/ ${\text{μ}}{\rm s}$25.2224.7924.68
      误差/%0.89–0.84–1.27
      MSE15.83.87.7
      高斯导数脉冲真实值/ ${\text{μ}}{\rm s}$1.451.451.451.451.451.451.45
      估计值/ ${\text{μ}}{\rm s}$1.381.521.521.471.481.521.46
      误差/%–5.024.994.611.432.374.490.34
      MSE0.0110.0230.0170.0320.0240.0030.012
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    Bao-Feng Cao, Peng Li, Xiao-Qiang Li, Xue-Qin Zhang, Wang-Shi Ning, Rui Liang, Xin Li, Miao Hu, Yi Zheng. Detection and parameter estimation of weak pulse signal based on strongly coupled Duffing oscillators[J]. Acta Physica Sinica, 2019, 68(8): 080501-1

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    Paper Information

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    Received: Oct. 16, 2018

    Accepted: --

    Published Online: Oct. 29, 2019

    The Author Email:

    DOI:10.7498/aps.68.20181856

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