Direct Controller Tuning Based on Data Matching

We consider a problem of designing a closed loop system for an unknown plant based on input/output measurements. In this paper, we propose a direct method to obtain parameters of the desired controller via controller identification from the input/output measurements and the desired response instead of model identification of the plant. A salient feature of the proposed method is to detect unexpected instability of the resulting closed-loop system by using identification error