Laser & Optoelectronics Progress, Volume. 61, Issue 5, 0506008(2024)
Optimization of Time Delay Estimation by Singular Spectral Decomposition and Improved Generalized Correlation Method
Time delay estimation for analog signals is more susceptible to noise than that for demodulated signals, which increases false positives and conceals the correct peak value. The singular spectral decomposition method combined with improved generalized cross-correlation function is proposed to reduce the influence of Gaussian noise on the time delay estimation results. Simulink simulation results show that the proposed method can obtain fault-type and distance information in the same order of magnitude accuracy for lower transmission frequency requirements than demodulation signal time delay estimation. Multiple experimental verifications in the
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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
Category: Fiber Optics and Optical Communications
Received: Dec. 14, 2022
Accepted: Feb. 27, 2023
Published Online: Mar. 12, 2024
The Author Email: Wang Heng (xfbsxyz@163.com)