DocumentCode :
3369446
Title :
Research on signal processing of micro/nano displacement sensor for piezoelectric actuator based on forward linear prediction wavelet transform
Author :
Chen, Renbing ; Yu, Yang ; Song, Bo ; Ge, Yunjian
Author_Institution :
Inst. of Intell. Machines, Chinese Acad. of Sci., Hefei, China
fYear :
2009
fDate :
9-12 Aug. 2009
Firstpage :
3687
Lastpage :
3692
Abstract :
The micro/nano displacement measurement system described in this paper is a sensor that could measure micro/nanometer displacement level and has applications in a PZT actuator. As it is used in precision instruments, the sensor is required not to accommodate much space in order to save the room of measuring device, and what´s more, it can detect the system´s useful signal from the polluted weak signal. Therefore, in this paper we propose a novel signal processing algorithm based on forward linear prediction wavelet transform (DWT-FLP). This method not only uses the fast wavelet transform to achieve signal´s wavelet decomposition and wavelet reconstruction, but also utilizes the FLP to obtain the wavelet coefficients, it can get a good de-noise effect. In the end, some correlative experiments have been made, the results illustrate the validity of the filtering algorithm and the sensor has a higher level of static output, real-time, linearity, low absolute deviation and resolution.
Keywords :
displacement measurement; filtering theory; micrometry; piezoelectric actuators; sensor fusion; signal denoising; signal reconstruction; wavelet transforms; PZT actuator; denoise effect; displacement measurement system; filtering algorithm; forward linear prediction wavelet transform; micro displacement sensor; micrometer displacement level; nano displacement sensor; nanometer displacement level; piezoelectric actuator; precision instrument; signal processing; signal wavelet decomposition; signal wavelet reconstruction; wavelet coefficient; Displacement measurement; Extraterrestrial measurements; Instruments; Piezoelectric actuators; Pollution measurement; Sensor phenomena and characterization; Sensor systems; Sensor systems and applications; Signal processing; Wavelet transforms; DWT-FLP; De-noise; Filter Algorithm; Micro/nano Displacement Sensor; Weak Signal Detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-2692-8
Electronic_ISBN :
978-1-4244-2693-5
Type :
conf
DOI :
10.1109/ICMA.2009.5246522
Filename :
5246522
Link To Document :
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