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
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;
Conference_Titel :
Strategic Technology (IFOST), 2011 6th International Forum on
Conference_Location :
Harbin, Heilongjiang
Print_ISBN :
978-1-4577-0398-0
DOI :
10.1109/IFOST.2011.6021145