• Laser & Optoelectronics Progress
  • Vol. 59, Issue 19, 1907001 (2022)
Yuhua Xing and Zhiheng Yan*
Author Affiliations
  • School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, Shaanxi, China
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    DOI: 10.3788/LOP202259.1907001 Cite this Article Set citation alerts
    Yuhua Xing, Zhiheng Yan. Research and Application of Third-Order Cumulants in Delay Estimation of Chaotic Spread Spectrum[J]. Laser & Optoelectronics Progress, 2022, 59(19): 1907001 Copy Citation Text show less
    Schematic diagram of chaotic spread spectrum delay estimation
    Fig. 1. Schematic diagram of chaotic spread spectrum delay estimation
    Flow chart of chaotic spread spectrum delay estimation algorithm
    Fig. 2. Flow chart of chaotic spread spectrum delay estimation algorithm
    Results of basic cross-correlation calculation of short-circuit faults [signal-to-noise ratio (SNR) is -5 dB]
    Fig. 3. Results of basic cross-correlation calculation of short-circuit faults [signal-to-noise ratio (SNR) is -5 dB]
    Results of basic cross-correlation calculation of open-circuit faults (SNR is -5 dB)
    Fig. 4. Results of basic cross-correlation calculation of open-circuit faults (SNR is -5 dB)
    Results of secondary cross-correlation calculation of short-circuit faults (SNR is -5 dB)
    Fig. 5. Results of secondary cross-correlation calculation of short-circuit faults (SNR is -5 dB)
    Results of secondary cross-correlation calculation of open-circuit faults (SNR is -5 dB)
    Fig. 6. Results of secondary cross-correlation calculation of open-circuit faults (SNR is -5 dB)
    Correlation peaks of third-order cumulants of short-circuit faults
    Fig. 7. Correlation peaks of third-order cumulants of short-circuit faults
    Correlation peak of third-order cumulants of open-circuit faults
    Fig. 8. Correlation peak of third-order cumulants of open-circuit faults
    Error curves of three methods
    Fig. 9. Error curves of three methods
    Fault typeCalculation methodMain peak sidelobe ratio RPSLR /dBMisjudgment peak ratio
    Cross-correlation-2.25570.6877
    Open-circuit faultSecondary correlation-3.42510.6585
    Proposed method-4.46960.5256
    Cross-correlation-2.03570.9795
    Short-circuit faultSecondary correlation-2.85330.6248
    Proposed method-3.73140.5977
    Table 1. Simulation statistical results of time delay estimation
    Yuhua Xing, Zhiheng Yan. Research and Application of Third-Order Cumulants in Delay Estimation of Chaotic Spread Spectrum[J]. Laser & Optoelectronics Progress, 2022, 59(19): 1907001
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