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A Functional Data-Analytic Approach to Signal Discrimination

Hall, Peter; Poskitt, Donald S; Presnell, Brett

Description

Motivated by specific problems involving radar-range profiles, we suggest techniques for real-time discrimination in the context of signal analysis. The key to our approach is to regard the signals as curves in the continuum and employ a functional data-analytic (FDA) method for dimension reduction, based on the FDA technique for principal coordinates analysis. This has the advantage, relative to competing methods such as canonical variates analysis, of providing a signal approximation that is...[Show more]

CollectionsANU Research Publications
Date published: 2001
Type: Journal article
URI: http://hdl.handle.net/1885/70603
Source: Technometrics
DOI: 10.1198/00401700152404273

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