A Robust Static Decoupling Algorithm for 3-Axis Force Sensors Based on Coupling Error Model and ε-SVR

Coupling errors are major threats to the accuracy of 3-axis force sensors. Design of decoupling algorithms is a challenging topic due to the uncertainty of coupling errors. The conventional nonlinear decoupling algorithms by a standard Neural Network (NN) are sometimes unstable due to overfitting. I...

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Bibliographic Details
Main Authors: Jing Xiao, Junqing Ma, Aiguo Song
Format: Article
Language:English
Published: MDPI AG 2012-10-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/12/11/14537