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Two-Degree-of-Freedom Control of a Micro-Robot Using a Dual-Rate State Observer

Authors :
Jung, Hanul
Kwak, Suhui
Choi, Hongsoo
Oh, Sehoon
Source :
IEEE Transactions on Control Systems Technology; 2023, Vol. 31 Issue: 3 p1451-1459, 9p
Publication Year :
2023

Abstract

This brief presents a novel tracking control algorithm for a micro-robot based on dynamics and positional measurements. The algorithm improves the tracking performance and response time. We designed a two-degree-of-freedom (TDOF) control, which is widely utilized in industrial servo systems, for a micro-robot. Our TDOF control prevents undesirable effects, such as model uncertainty. The dynamic characteristics of a micro-robot were analyzed using the frequency response function (FRF), and a dynamic model specific for micro-robot motion was derived. This brief also addresses the dual-rate problem of micro-robot control systems by designing a dual-rate state observer (DSO) that provides positional information for the micro-robot when no camera updates are available. Thus, the TDOF controller provides feedback control at higher sampling frequencies. The performance of the controller was experimentally verified.

Details

Language :
English
ISSN :
10636536 and 15580865
Volume :
31
Issue :
3
Database :
Supplemental Index
Journal :
IEEE Transactions on Control Systems Technology
Publication Type :
Periodical
Accession number :
ejs62919035
Full Text :
https://doi.org/10.1109/TCST.2022.3220898