DocumentCode
3330243
Title
Approximation implementation approach for Gaussian filtering in roundness measurement
Author
Xu Jingbo ; Liu Bo ; Lin Haijun ; Li Jianxin
Author_Institution
Coll. of Meas.-control Technol. & Commun. Eng., Harbin Univ. of Sci. & Technol., Harbin, China
Volume
2
fYear
2011
fDate
22-24 Aug. 2011
Firstpage
814
Lastpage
817
Abstract
Gaussian filter acts as the filter for roundness signal processing and a new implementation approach for Gaussian filter is presented. Based on the theory of B-spline function, the variational principle with the tension condition and the convolution characteristic of Gaussian filter with small scale, the approximation filter of Gaussian filter is concluded, which has the amplitude characteristic deviation from Gaussian filter less than 1% and the zero-phase-shift characteristic. The algorithm for the approximation filter consists of the zero-phase-shift filtering and the weighing filtering which loop two times. The algorithm is both simply in its structure and high in its filtering efficiency. The method of cycle continuation solves the edge effects of digital filtering based on the periodicity of the roundness measurement signal. The approximation filter is also efficient and accurate for the implementation of Gaussian filter in the application of roundness measurement.
Keywords
Gaussian processes; approximation theory; digital filters; splines (mathematics); B-spline function; Gaussian filter; approximation filter; digital filter; roundness measurement; roundness signal processing; weighing filter; zero phase shift filter; Approximation methods; Digital filters; Filtering algorithms; Filtering theory; Maximum likelihood detection; Nonlinear filters; B-spline function; Edge effects; Gaussian filter; Roundness measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Strategic Technology (IFOST), 2011 6th International Forum on
Conference_Location
Harbin, Heilongjiang
Print_ISBN
978-1-4577-0398-0
Type
conf
DOI
10.1109/IFOST.2011.6021145
Filename
6021145
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