Accession Number : ADA298917
Title : Statistical Signal Analysis Using Wavelets. Year 1 Report,
Corporate Author : MATHSOFT INC SEATTLE WA STATISTICAL SCIENCES DIV
Personal Author(s) : Martin, R. D.
PDF Url : ADA298917
Report Date : 17 JAN 1995
Pagination or Media Count : 44
Abstract : This report discusses the research on "Statistical Signal Analysis Using Wavelets" performed by the Statistical Sciences Division of MathSoft, Inc. for contract N00014- 93-C-0106 with the Office of Naval Research. The overall goals of the research are: Application of wavelets and related transforms to data analysis; Using wavelets as the basis for statistical problems, such as signal extraction, spectral density estimation, isotonic regression, and classification; Research into new transforms and algorithms tailored to meet the needs of data analysis and statistical estimation. The first year of research focused on six specific areas: (1) Applications of wavelets to data of interest to the Navy; (2) Noise removal using wavelets, wavelet packets, and cosine packets; (3) Investigation into new wavelet transforms which are outlier resistant and edge preserving; (4) Development of a framework and tools for the "wavelet approach" towards analysis of signals, images, and other data; (5) Exploration of the use of wavelets as a dimension reduction tool for statistical analysis of very large data sets; (6) Development of algorithms for wavelet analysis. AN
Descriptors : *SIGNAL PROCESSING, *ACOUSTIC SIGNALS, *NOISE(RADAR), MATHEMATICAL MODELS, ALGORITHMS, COMPUTERIZED SIMULATION, SOFTWARE ENGINEERING, IMAGE PROCESSING, DATA PROCESSING, SIGNAL TO NOISE RATIO, TIME SERIES ANALYSIS, ANALYSIS OF VARIANCE, RADAR IMAGES, ESTIMATES, REGRESSION ANALYSIS, TRANSFORMATIONS(MATHEMATICS), ACOUSTIC IMAGES, MILITARY APPLICATIONS, DATA COMPRESSION, SPECTRAL ENERGY DISTRIBUTION, NOISE REDUCTION, UNDERWATER ACOUSTICS.
Subject Categories : Acoustic Detection and Detectors
Active & Passive Radar Detection & Equipment
Distribution Statement : APPROVED FOR PUBLIC RELEASE