Online Wavelet Complementary velocity Estimator

In this paper, we have proposed a new online Wavelet Complementary velocity Estimator (WCE) over position and acceleration data gathered from an electro hydraulic servo shaking table. This is a batch estimator type that is based on the wavelet filter banks which extract the high and low resolution o...

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Veröffentlicht in:ISA transactions 2018-02, Vol.73, p.268-277
Hauptverfasser: Righettini, Paolo, Strada, Roberto, KhademOlama, Ehsan, Valilou, Shirin
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Sprache:eng
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Zusammenfassung:In this paper, we have proposed a new online Wavelet Complementary velocity Estimator (WCE) over position and acceleration data gathered from an electro hydraulic servo shaking table. This is a batch estimator type that is based on the wavelet filter banks which extract the high and low resolution of data. The proposed complementary estimator combines these two resolutions of velocities which acquired from numerical differentiation and integration of the position and acceleration sensors by considering a fixed moving horizon window as input to wavelet filter. Because of using wavelet filters, it can be implemented in a parallel procedure. By this method the numerical velocity is estimated without having high noise of differentiators, integration drifting bias and with less delay which is suitable for active vibration control in high precision Mechatronics systems by Direct Velocity Feedback (DVF) methods. This method allows us to make velocity sensors with less mechanically moving parts which makes it suitable for fast miniature structures. We have compared this method with Kalman and Butterworth filters over stability, delay and benchmarked them by their long time velocity integration for getting back the initial position data. •Wavelet Complementary Estimator, uses a recursive complementary filter for estimating a variable.•As the Wavelet Complementary Estimator uses simple first order low and high pass filter for each resolution of data, its delay would be zero based of calculation time.•The Wavelet Complementary Estimator is long integrally stable which makes it perfect for high speed, accurate Direct Velocity Feedback loops.
ISSN:0019-0578
1879-2022
DOI:10.1016/j.isatra.2017.12.013