Title :
Multirate control for computation saving
Author :
Ding, Jiagen ; Marcassa, Federico ; Wu, Shang-Chen ; Tomizuka, Masayoshi
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, CA, USA
Abstract :
This brief paper considers multirate control from the viewpoint of computation saving. When a digital control system involves multiple actuators with different bandwidths, feedback loops may be closed at different rates: a fast rate for a high bandwidth loop and a slow rate for a low bandwidth loop. Multirate implementation of a single loop controller is possible by decomposing the control algorithm to fast and slow rate blocks. Such implementations of digital controllers will reduce the total amount of computation. The slow rate part of the controller may be further decomposed and interlaced so that computation saving by multirate control may be distributed uniformly at all fast rate sampling instances. The performance of multirate control implementations for computation saving are applied to the dual actuator track following problem of computer hard disk drives (HDDs). The experimental results show that the multirate implementations achieve regulation performance of the position error signal at about the same level as the single-rate implementation while realizing significant computation saving.
Keywords :
closed loop systems; disc drives; feedback; hard discs; servomechanisms; bandwidth loop; computation saving; computer hard disk drives; digital control system; dual actuator track following problem; multiple actuators; multirate control; single loop controller; Bandwidth; Control systems; Digital control; Distributed computing; Feedback loop; File systems; Frequency estimation; Hard disks; Piezoelectric actuators; Sampling methods; computation saving; dual actuator; hard disk drives (HDDs); multirate digital control;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2005.859641