An adaptive derivative estimator for fault-detection Using a dynamic system with a suboptimal parameter
Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet
Authors
This paper deals with an approximation of a first derivative of a signal using a dynamic system of the first order. After formulating the problem, a proposition and a theorem are proven for a possible approximation structure, which consists of a dynamic system. In particular, a proposition based on a Lyapunov approach is proven to show the convergence of the approximation. The proven theorem is a constructive one and shows directly the suboptimality condition in the presence of noise. Based on these two results, an adaptive algorithm is conceived to calculate the derivative of a signal with convergence in infinite time. Results are compared with an approximation of the derivative using an adaptive Kalman filter (KF).
Originalsprache | Englisch |
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Aufsatznummer | 101 |
Zeitschrift | Algorithms |
Jahrgang | 12 |
Ausgabenummer | 5 |
Anzahl der Seiten | 17 |
DOIs | |
Publikationsstatus | Erschienen - 10.05.2019 |
- Ingenieurwissenschaften