Title
Discrete-Time Implementation of Homogeneous Differentiators
Abstract
The discrete-time version of Levant's arbitrary order robust exact differentiator, which is a forward Euler discretized version of the continuous-time algorithm enhanced by linear higher order terms, is extended by taking into account also nonlinear higher order terms. The resulting differentiator preserves the asymptotic accuracies with respect to sampling and noise known from the continuous-time algorithm. It is demonstrated in a simulation example and by differentiating a measured signal that the nonlinear higher order terms allow reducing the high-frequency switching amplitude whenever the <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$(n+1)$</tex-math></inline-formula> th derivative of the signal to be differentiated vanishes, leading to an improvement in the precision.
Year
DOI
Venue
2020
10.1109/TAC.2019.2919237
IEEE Transactions on Automatic Control
Keywords
Field
DocType
Estimation error,Eigenvalues and eigenfunctions,Observers,Switches,Real-time systems,Noise measurement,Stability analysis
Discretization,Applied mathematics,Nonlinear system,Control theory,Homogeneous,Differentiator,Euler's formula,Sampling (statistics),Discrete time and continuous time,Amplitude,Mathematics
Journal
Volume
Issue
ISSN
65
2
0018-9286
Citations 
PageRank 
References 
4
0.41
5
Authors
4
Name
Order
Citations
PageRank
Stefan Koch1172.55
Markus Reichhartinger26113.35
Martin Horn34824.11
Leonid M. Fridman41999211.93