The Proceedings of the Dynamics & Design Conference
Online ISSN : 2424-2993
2006
Session ID : 229
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229 On-line Estimation of Velocity and Acceleration using RBF Interpolation with Low-pass Characteristics
Yuya TACHIBANADAHiroshi YAMAURA
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Abstract
In this paper, an estimation method for velocity and acceleration with a low-pass characteristics is proposed. In proposed estimation method, sampled displacement data are firstly interpolated with a linear conbination of Radial Basis Functions (RBFs) whose coefficients are determined so as to give a low-pass characteristics to the estimation method. Secondly, estimated velocity and acceleration are derived from analytical differentiation of the interpolation. The estimation method is represented as a FIR filter. Accuracy of the proposed method is compared with other methods and evaluated in the frequency domain.
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© 2006 The Japan Society of Mechanical Engineers
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