TY - JOUR
T1 - Reference velocity demodulation method for accelerometer shock testing based on enhanced CEEMD and threshold correction
AU - Zhang, Wenyi
AU - Zhang, Zhenhai
AU - Song, Qianqian
AU - Sun, Haolin
AU - Yang, Jun
AU - Hu, Hongbo
AU - Yang, Xiaowei
AU - Ji, Jianrong
AU - Su, Jianjun
AU - Zhang, Zhenshan
N1 - Publisher Copyright:
© 2023 IOP Publishing Ltd.
PY - 2023/10
Y1 - 2023/10
N2 - High-G accelerometers are critical for measuring high shock signals and must be calibrated to improve measurement accuracy. A laser Doppler velocimeter (LDV) is required to calibrate a high-G accelerometer to provide a high-precision reference velocity. The LDV signal must be demodulated to obtain the velocity. However, the phase method is susceptible to noise interference, while the conventional periodic distribution method is challenging to demodulate and severely affected by signal oscillations. We propose a novel periodic distribution method based on enhanced complementary ensemble empirical mode decomposition (CEEMD) and threshold correction to demodulate the LDV signal. First, the LDV signal is processed with CEEMD to obtain multiple intrinsic mode functions (IMFs) and the residual. Next, each IMF is partially zeroed to obtain the noise-reduced LDV signal. Then, the over-threshold peak of the noise-reduced LDV signal is calculated. Finally, the demodulated velocity of the LDV signal is obtained by correcting the noise-reduced LDV signal according to the over-threshold peak point and calculating all the zero points. Simulation and experimental results show that the proposed method outperforms the phase method based on enhanced CEEMD and the periodic distribution method based on enhanced CEEMD and can significantly reduce noise interference. The results show that the proposed method can accurately demodulate the LDV signal to obtain a highly accurate reference velocity, improving the reliability of accelerometer shock testing.
AB - High-G accelerometers are critical for measuring high shock signals and must be calibrated to improve measurement accuracy. A laser Doppler velocimeter (LDV) is required to calibrate a high-G accelerometer to provide a high-precision reference velocity. The LDV signal must be demodulated to obtain the velocity. However, the phase method is susceptible to noise interference, while the conventional periodic distribution method is challenging to demodulate and severely affected by signal oscillations. We propose a novel periodic distribution method based on enhanced complementary ensemble empirical mode decomposition (CEEMD) and threshold correction to demodulate the LDV signal. First, the LDV signal is processed with CEEMD to obtain multiple intrinsic mode functions (IMFs) and the residual. Next, each IMF is partially zeroed to obtain the noise-reduced LDV signal. Then, the over-threshold peak of the noise-reduced LDV signal is calculated. Finally, the demodulated velocity of the LDV signal is obtained by correcting the noise-reduced LDV signal according to the over-threshold peak point and calculating all the zero points. Simulation and experimental results show that the proposed method outperforms the phase method based on enhanced CEEMD and the periodic distribution method based on enhanced CEEMD and can significantly reduce noise interference. The results show that the proposed method can accurately demodulate the LDV signal to obtain a highly accurate reference velocity, improving the reliability of accelerometer shock testing.
KW - accelerometer shock testing
KW - enhanced CEEMD
KW - reference velocity measurement
KW - signal demodulation
KW - threshold correction
UR - http://www.scopus.com/inward/record.url?scp=85165687825&partnerID=8YFLogxK
U2 - 10.1088/1361-6501/ace5c4
DO - 10.1088/1361-6501/ace5c4
M3 - Article
AN - SCOPUS:85165687825
SN - 0957-0233
VL - 34
JO - Measurement Science and Technology
JF - Measurement Science and Technology
IS - 10
M1 - 105018
ER -