Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4977086 | Mechanical Systems and Signal Processing | 2017 | 8 Pages |
Abstract
Absolute optical encoders have emerged as a preferable choice of accurate positioning measurement for high-end manufacturing. To further improve the measurement accuracy of the absolute optical encoder, a novel error compensation method is proposed based on the empirical mode decomposition (EMD) method. This method is operated as follows: First, the measurement error achieved by an absolute optical encoder is decomposed into a number of intrinsic mode functions (IMFs) and the residue based on EMD. Then, a novel Hilbert marginal spectrum (HMS) based scheme is proposed to extract the underlying trend of the measurement error. Finally, the underlying trend is eliminated from the measurement error to improve the measurement accuracy. Experimental results indicate that the proposed compensation method extracts the underlying trend of the measurement error very well and improves the measurement accuracy of the absolute optical encoder.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Nian Cai, Wei Xie, Hongxia Peng, Han Wang, Zhijing Yang, Xin Chen,