Abstract
The paper presents a method for refining real highly oscillatory signals. The method is based upon interpolation by a finite set of trigonometric basis functions. The set of trigonometric functions is chosen (identified) by minimizing a natural error norm in the Fourier domain. Both the identification and the refining processes are computed by linear operations. Unlike the Yule—Walker approach, and related algorithms, the identification of the approximating trigonometric space is not repeated for every new input signal. It is rather computed off—line for a family of signals with the same support of their Fourier transform, while the refinement calculations are done in real—time. Statistical estimates of the point—wise errors are derived, and numerical examples are presented.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
K. Clarke, D. Hess: Communication Circuits, Analysis and Design, Addison Wesley, 1978.
N. Dyn, D. Levin: Subdivision schemes in geometric modeling, Acta Numerica (2002), 73–144.
N. Dyn, D. Levin, A. Luzzatto: Non-stationary interpolatory subdivision schemes reproducing spaces of exponential polynomials, To appear.
A. Luzzatto: Multi-Scale Signal Processing based on Non-Stationary Subdivision, PhD Thesis, Tel-Aviv University, 2000.
M. Schwartz: Information, Transmission, Modulation and Noise, McGraw-Hill, 1990.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer Basel AG
About this paper
Cite this paper
Dyn, N., Luzzatto, D.L. (2003). Refining Oscillatory Signals by Non—Stationary Subdivision Schemes. In: Haussmann, W., Jetter, K., Reimer, M., Stöckler, J. (eds) Modern Developments in Multivariate Approximation. International Series of Numerical Mathematics, vol 145. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-8067-1_6
Download citation
DOI: https://doi.org/10.1007/978-3-0348-8067-1_6
Publisher Name: Birkhäuser, Basel
Print ISBN: 978-3-0348-9427-2
Online ISBN: 978-3-0348-8067-1
eBook Packages: Springer Book Archive