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research article

A data-driven approach to mixed-sensitivity control with application to an active suspension system

Formentin, Simone  
•
Karimi, Alireza  
2013
IEEE Transactions on Industrial Informatics

In this paper, a data-driven approach is proposed to tune fixed-order controllers for unknown stable LTI plants in a mixed-sensitivity loop-shaping framework. The method requires a single set of input-output samples and it is based on convex optimization techniques; moreover, it asymptotically guarantees the internal stability of the closed-loop system. The effectiveness of the method is illustrated with application to the control of an active suspension system.

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