4.7 Article

A novel zero delay low pass filter: Application to precision positioning systems

期刊

ISA TRANSACTIONS
卷 111, 期 -, 页码 231-248

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.isatra.2020.11.013

关键词

Zero delay filter; Nonlinear filter; Precision positioning; Sensor noise; Noise processing

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This paper presents a nonlinear low-pass filter with significantly less phase lag than linear and some nonlinear filters. The filter's gain response in the pass-band is near 0 dB, and the noise attenuation rate is -40 dB/dec, with the phase lag three times lesser compared to a 2nd order Butterworth filter. The proposed filter outperforms linear and nonlinear filters in case of white, blue, or purple noise, and its effectiveness is validated in a precision motion control system simulation.
In this paper, a nonlinear low-pass filter is presented, which produces significantly less phase lag than linear and some nonlinear filters. The proposed filter employs a saturation function to enhance the linear filter's performance. The gain and phase responses of the filter are derived analytically using a modified describing function, and the efficiency of the proposed method is examined through numerical examples. Based on the required cut-off frequency and noise to signal ratio, a rule of thumb is given to set the filter's parameters. In the frequency domain, simulation results show that the filter's gain response is near 0 dB in the pass-band, and the noise attenuation rate is -40 dB/dec, while the phase lag is three times lesser compared to 2nd order Butterworth low-pass filter. Moreover, comparing with Jin et al.'s parabolic sliding mode filter and feed-forwarded parabolic sliding mode filter the gain and phase of the proposed filter are closer to zero in the pass-band and before cut-off frequency. Furthermore, the filter's performance is also evaluated in case of different noise color and concluded that the proposed filter is superior to linear and nonlinear filters in case of white, blue, or purple noise Finally, the filter's effectiveness and the tuning guideline are validated by simulating a precision motion control system in the discrete-time domain. (c) 2020 ISA. Published by Elsevier Ltd. All rights reserved.

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