DocumentCode
3200
Title
On adaptive loop transfer recovery using Kalman filter-based disturbance accommodating control
Author
George, Jinto
Author_Institution
Sensors & Electron Devices Directorate, U.S. Army Res. Lab., Adelphi, MD, USA
Volume
8
Issue
4
fYear
2014
fDate
March 6 2014
Firstpage
267
Lastpage
276
Abstract
An adaptive loop transfer recovery (LTR) approach for uncertain systems using the Kalman filter-based disturbance accommodating control scheme is presented. This study shows that the full LTR property of disturbance accommodating control is invariant to system uncertainties and external disturbances acting on the system. Also presented here is an adaptive LTR scheme, where the system process noise intensity matrix is updated online to achieve full LTR. Numerical simulations are presented to verify the superiority of the approach compared to the traditional linear quadratic regulator/LTR.
Keywords
Kalman filters; adaptive control; uncertain systems; Kalman filter-based disturbance accommodating control; LTR; adaptive loop transfer recovery; linear quadratic regulator; system process noise intensity matrix; uncertain systems;
fLanguage
English
Journal_Title
Control Theory & Applications, IET
Publisher
iet
ISSN
1751-8644
Type
jour
DOI
10.1049/iet-cta.2013.0671
Filename
6747860
Link To Document