Laser & Optoelectronics Progress, Volume. 61, Issue 5, 0506008(2024)

Optimization of Time Delay Estimation by Singular Spectral Decomposition and Improved Generalized Correlation Method

Yuhua Xing and Heng Wang*
Author Affiliations
  • School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, Shaanxi, China
  • show less
    References(22)

    [1] Ma Z W. Optimization research of traveling wave method in railway cable fault detection[D], 51-56(2021).

    [2] Su P C. Design and implementation of cable-fault detector based on chaos time-domain reflectometry[D], 5-6(2016).

    [3] Liu X S. Research on chaotic spread spectrum communication system and its jamming technology[D], 5-12(2009).

    [4] Xu J Y. Study on cable fault detection based on traveling-wave reflectometry[D], 39-51(2020).

    [5] Sun Y, Xu K, Yang H L. Performance analysis of time-delay estimation based on generalized cross-correlation algorithm[J]. Computer & Digital Engineering, 41, 33-34, 144(2013).

    [6] Li B W, Zhang X G. Improved microphone array sound source localization method based on generalized cross correlation[J]. Journal of Nanjing University (Natural Science), 56, 917-922(2020).

    [7] Knapp C, Carter G. The generalized correlation method for estimation of time delay[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 24, 320-327(1976).

    [8] Li S Y, Mao W P, Cheng Z H et al. Research on time-delay estimator of leakage-induced vibration signal in water-supply pipelines based on generalized cross-correlation[J]. Journal of Electronic Measurement and Instrumentation, 35, 202-211(2021).

    [9] Xing Y H, Zheng Q. Research and application of generalized cross correlation in chaotic spread spectrum time delay estimation[J]. Laser & Optoelectronics Progress, 58, 2306001(2021).

    [10] Xing Y H, Yan Z H. Research and application of third-order cumulants in delay estimation of chaotic spread spectrum[J]. Laser & Optoelectronics Progress, 59, 1907001(2022).

    [11] Qi X G, Yuan L P, Liu L F. Time delay estimation of generalized cross correlation with Hassab-Boucher weighted function based on singular value decomposition[J]. Journal of Signal Processing, 34, 1160-1168(2018).

    [12] Liang D H. Research on fault location technology of low-voltage distribution network based on reflection measurement method[D], 54-64(2020).

    [13] Jing Y, Jiang X Y. Improvement of generalized secondary correlation delay estimation algorithm[J]. Journal of Liaoning University (Natural Sciences Edition), 45, 97-103(2018).

    [14] Wu H, Chen W S. Improved generalized cross-correlation algorithm based on HB weighting function[J]. Radio Communications Technology, 48, 353-358(2022).

    [15] Qu S B, Yu H, Lu Z M et al. Improved generalized cross-correlation time delay estimation method for sound source localization[J]. Navigation Positioning and Timing, 8, 118-124(2021).

    [16] Zhang D W, Li W L, Wu X H et al. Application of simulated annealing genetic algorithm-optimized back propagation (BP) neural network in fault diagnosis[J]. International Journal of Modeling, Simulation, and Scientific Computing, 10, 1950024(2019).

    [17] Rafique D, Szyrkowiec T, Autenrieth A et al. Analytics-driven fault discovery and diagnosis for cognitive root cause analysis[C], W4F.6(2018).

    [18] Shahkarami S, Musumeci F, Cugini F et al. Machine-learning-based soft-failure detection and identification in optical networks[C], M3A.5(2018).

    [19] Xu Y G, Zhang Z X, Ma C Y et al. Improved singular spectrum decomposition and its applications in rolling bearing fault diagnosis[J]. Journal of Vibration Engineering, 32, 540-547(2019).

    [20] Pang B. Research on fault diagnosis of rotating machinery based on singular spectrum decomposition[D], 16-56(2020).

    [21] Hao S X. Research on near field sound source location algorithms[D], 63-74(2021).

    [22] Bonizzi P, Karel J M H, Meste O et al. Singular spectrum decomposition: a new method for time series decomposition[J]. Advances in Adaptive Data Analysis, 6, 1450011(2014).

    Tools

    Get Citation

    Copy Citation Text

    Yuhua Xing, Heng Wang. Optimization of Time Delay Estimation by Singular Spectral Decomposition and Improved Generalized Correlation Method[J]. Laser & Optoelectronics Progress, 2024, 61(5): 0506008

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Dec. 14, 2022

    Accepted: Feb. 27, 2023

    Published Online: Mar. 12, 2024

    The Author Email: Heng Wang (xfbsxyz@163.com)

    DOI:10.3788/LOP223315

    CSTR:32186.14.LOP223315

    Topics