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Measuring displacement signal with an accelerometer
Sangbo Han
The Journal of Mechanical Science and Technology, vol. 24, no. 6, pp.1329-1335, 2010
Abstract : An effective and simple way to reconstruct displacement signal from a measured acceleration signal is proposed in this paper. To reconstruct
displacement signal by means of double-integrating the time domain acceleration signal, the Nyquist frequency of the digital
sampling of the acceleration signal should be much higher than the highest frequency component of the signal. On the other hand, to
reconstruct displacement signal by taking the inverse Fourier transform, the magnitude of the significant frequency components of the
Fourier transform of the acceleration signal should be greater than the 6 dB increment line along the frequency axis. With a predetermined
resolution in time and frequency domain, determined by the sampling rate to measure and record the original signal, reconstructing
high-frequency signals in the time domain and reconstructing low-frequency signals in the frequency domain will produce biased
errors. Furthermore, because of the DC components inevitably included in the sampling process, low-frequency components of the signals
are overestimated when displacement signals are reconstructed from the Fourier transform of the acceleration signal. The proposed
method utilizes curve-fitting around the significant frequency components of the Fourier transform of the acceleration signal before it is
inverse-Fourier transformed. Curve-fitting around the dominant frequency components provides much better results than simply ignoring
the insignificant frequency components of the signal.
Keyword : Acceleration signal; Curve-fitting; Displacement signal; Inverse Fourier transform; Nyquist frequency; Sampling rate |
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