電気学会論文誌C(電子・情報・システム部門誌)
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
<システム・計測・制御>
データに含まれる雑音を考慮した繰り返し学習制御における学習係数の設計法
素保 葵衣増田 士朗豊田 充
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ジャーナル 認証あり

2025 年 145 巻 2 号 p. 253-259

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Iterative Learning Control (ILC) is a method to achieve tracking a specific reference by repeatedly updating control inputs. The learning algorithm of the ILC is conducted by using previous error information and learning parameters for systems that perform the same operation repeatedly. The ILC design requires an impulse response model for the learning coefficient matrix. However, it suffers from estimating an impulse response model in case where the measurement noise is present. Therefore, the study proposes a method for estimating impulse response to mitigate the influence of measurement noise. The proposed method estimates an impulse response projected to the linear space generated by the nominal model. The effectiveness of the proposed method is illustrated through numerical simulation results.

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