Project Title:
A Practical Real-Time Wavelet Analysis Tool
94-1 03.06 3800
A Practical Real-Time Wavelet Analysis Tool
Abstract:
Our innovation is a practical, real-time wavelet analysis tool specifically
designed for the analysis of engineering test data. Wavelet transform
techniques offer significant advantages over traditional techniques such as
the Fourier transform for certain types of signals. The infinite wavetrain
assumed in Fourier analysis cannot adequately describe non-periodic or
intermittent data. Wavelet transforms provide an alternative analysis tool
with a localized waveform. A wavelet has limited extent both in time and in
frequency and is characterized by three features: its shape, size (duration
or 'frequency') and location. The latter is missing from traditional Fourier
analysis; variants such as windowing offer a measure of localization, but
still rely on local periodicity. In Phase I of this project we will implement
a real-time wavelet analysis algorithm and several useful wavelet post-
processing techniques in IDARS/Scanalyzer, an engineering test data
acquisition and analysis software package marketed by Creare and currently in
use at numerous commercial and government installations. The utility of the
algorithms will be demonstrated through the analysis of selected engineering
data sets. One focus of the Phase I effort will be to prepare a tutorial
which describes the wavelet transform technique and useful processing
techniques for the practicing engineer.
The result of this SBIR project will be a suite of software products which
bring powerful wavelet analysis to practicing engineers in government and
industry. The market for these products encompasses a broad range of
engineering development and test environments including aerospace,
biomedical, mechanical testing and manufacturing. The Creare team is
exceptionally positioned to excel at this commercialization because of our
existing engineering software development and sales infrastructure, client
base, and our existing software products upon which the wavelet analysis tool
will be built.
Key Words
Creare Incorporated
Etna Road, P.O. Box 71
Hanover, NH 03755