Title
Correlation-Based Tuning of a Restricted-Complexity Controller for an Active Suspension System
Abstract
A correlation-based controller tuning method is proposed for the "Design and optimization of restricted-complexity controllers" bench- mark problem. The approach originally proposed for model following is extended to solve the disturbance rejection problem. The idea is to tune the controller parameters such that the closed-loop output be uncorrelated with the disturbance signal. Since perfect decor- relation between the closed-loop output and the disturbance signal is not attainable in the restricted-complexity controller design, the cross correlation between these two signals is minimized iteratively using the stochastic approximation method. Since control specifica- tions can normally be expressed in terms of constraints on the sensi- tivity functions, a frequency-domain analysis of the criterion is per- formed. Straightforward implementation of the proposed approach on the active suspension system of the Automatic Control Laboratory of Grenoble (LAG) provides a 2nd-order controller that meets the control specifications very well.
Year
DOI
Venue
2003
10.3166/ejc.9.77-83
European Journal of Control
Keywords
Field
DocType
Active suspension system,Correlation approach,Iterative controller tuning,Restricted-complexity controller
Control theory,Decorrelation,Control theory,Control engineering,Correlation,Active suspension,Frequency analysis,Open-loop controller,Lag,Stochastic approximation,Mathematics
Journal
Volume
Issue
ISSN
9
1
0947-3580
Citations 
PageRank 
References 
8
1.32
5
Authors
3
Name
Order
Citations
PageRank
L. MišKović1527.28
A. Karimi228940.41
D. Bonvin381.32