Multiwavelets for Quantitative Pattern Matching

The purpose of this paper is to provide an introduction to the concepts of wavelets and multiwavelets, and explain how these tools can be used by the analyst community to find patterns in quantitative data. Three multiwavelet bases are introduced, the GHM basis from [3], a piecewise polynomial basis...

Full description

Saved in:
Bibliographic Details
Published in2009 42nd Hawaii International Conference on System Sciences pp. 1 - 10
Main Author Kessler, B.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.01.2009
Subjects
Equations
Multiresolution analysis
Pattern analysis
Pattern matching
Polynomials
Signal generators
Wavelet analysis
Online AccessGet full text

Cover

More Information
Summary:The purpose of this paper is to provide an introduction to the concepts of wavelets and multiwavelets, and explain how these tools can be used by the analyst community to find patterns in quantitative data. Three multiwavelet bases are introduced, the GHM basis from [3], a piecewise polynomial basis with approximation order 4 from [2], and a smoother approximation-order-4 basis developed by the author in previous work [6]. The technique of using multiwavelets to find patterns is illustrated in a traffic-analysis example.
ISBN:9780769534503
0769534503
ISSN:1530-1605
2572-6862
DOI:10.1109/HICSS.2009.319