On input design for direct data-driven controller tuning

In recent years, noniterative Correlation-based Tuning (CbT) and Virtual Reference Feedback Tuning (VRFT) have been proposed as an alternative to the standard model-based approach for model-reference control design. In this work, the problem of input design for direct data-driven controller tuning methods is investigated. For bounded input energy, the excitation signal is designed such that the bias on the expectation of the control criterion is reduced. The above strategy is numerically tested on a benchmark example.


Presented at:
16th IFAC Symposium on System Identification, Bruxelles, Belgium, July 11-13, 2012
Year:
2012
Laboratories:




 Record created 2012-03-15, last modified 2018-09-13

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