Journal article
Sampling of periodic signals: A quantitative error analysis
IEEE transactions on signal processing, Vol.50(5), pp.1153-1159
2002
DOI: 10.1109/78.995071
Abstract
We present an exact expression for the L/sub 2/ error that occurs when one approximates a periodic signal in a basis of shifted and scaled versions of a generating function. This formulation is applicable to a wide variety of linear approximation schemes including wavelets, splines, and bandlimited signal expansions. The formula takes the simple form of a Parseval's-like relation, where the Fourier coefficients of the signal are weighted against a frequency kernel that characterizes the approximation operator. We use this expression to analyze the behavior of the error as the sampling step approaches zero. We also experimentally verify the expression of the error in the context of the interpolation of closed curves.
Details
- Title: Subtitle
- Sampling of periodic signals: A quantitative error analysis
- Creators
- Mathews JACOB - Biomedical Imaging Group, Swiss Federal Institute of Technology, Lausanne, SwitzerlandThierry BLU - Biomedical Imaging Group, Swiss Federal Institute of Technology, Lausanne, SwitzerlandMichael UNSER - Biomedical Imaging Group, Swiss Federal Institute of Technology, Lausanne, Switzerland
- Resource Type
- Journal article
- Publication Details
- IEEE transactions on signal processing, Vol.50(5), pp.1153-1159
- DOI
- 10.1109/78.995071
- ISSN
- 1053-587X
- eISSN
- 1941-0476
- Publisher
- Institute of Electrical and Electronics Engineers; New York, NY
- Language
- English
- Date published
- 2002
- Academic Unit
- Roy J. Carver Department of Biomedical Engineering; Radiology; Electrical and Computer Engineering; Iowa Neuroscience Institute; Radiation Oncology
- Record Identifier
- 9984070568402771
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