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Given Data of System Requirements for Canonical Controller Design | IEEE Conference Publication | IEEE Xplore

Given Data of System Requirements for Canonical Controller Design


Abstract:

This study aims to clarify the requirements for designing a canonical controller using data obtained from unknown systems. Based on Willems’ fundamental lemma, this study...Show More

Abstract:

This study aims to clarify the requirements for designing a canonical controller using data obtained from unknown systems. Based on Willems’ fundamental lemma, this study discusses the conditions under which the system’s data can achieve the desired behavior, and then clarifies the data requirements for a canonical controller. The clarified requirements provide sufficient conditions for designing a canonical controller using finite-length data. Furthermore, simulations were conducted to examine the practicality of the clarified requirements. The simulation results demonstrate that adding disturbances to the reference input can extend the finite interval that satisfies the design requirements for a canonical controller.
Date of Conference: 21-24 January 2025
Date Added to IEEE Xplore: 12 February 2025
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Conference Location: Munich, Germany

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