Title :
Servo Performance Enhancement of Motion System via a Quantization Error Estimation Method—Introduction to Nanoscale Servo Control
Author :
Hirata, Mitsuo ; Kidokoro, Takahiro
Author_Institution :
Grad. Sch. of Eng., Utsunomiya Univ., Utsunomiya, Japan
Abstract :
When compared to the accuracy of nanoscale control, the resolution of current positioning sensors is relatively low. Because of this, the output from low-precision sensors normally includes quantization errors that could degrade control performance. As a result, in this paper, a method of quantization error estimation based on the least square method is examined. In the proposed method, estimation accuracy is improved by taking into account the effect of input disturbances. Furthermore, a bias adjustment method is proposed that is expected to satisfy the constraints on quantization error. The effectiveness of the proposed method is demonstrated by simulations and experiments.
Keywords :
least mean squares methods; motion control; nanoelectromechanical devices; position control; servomechanisms; current positioning sensors; input disturbances; least square method; motion system; nanoscale servo control; quantization error estimation; servo performance enhancement; Low-precision sensors; nanoscale servo control; quantization error;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2009.2015751