A modified domain deformation theory on 1-D signal classification

    Authors

    S. S. Kim;T. Kasparis

    Comments

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    Abbreviated Journal Title

    IEEE Signal Process. Lett.

    Keywords

    domain deformation; signal classification; Engineering, Electrical & Electronic

    Abstract

    In this paper, classification of one-dimensional (1-D) signals is accomplished using domain deformation theory. We use a metric defined on a domain deformation for measuring the distance between signals. By introducing a newly defined metric space, the assumption that domain deformation is applicable only to continuous signals is removed such that any kind of integrable signal can be classified. This method also has an advantage over the L-2 metric, because the similarity of one-dimensional signals can be better measured for the purpose of classification.

    Journal Title

    Ieee Signal Processing Letters

    Volume

    5

    Issue/Number

    5

    Publication Date

    1-1-1998

    Document Type

    Article

    Language

    English

    First Page

    118

    Last Page

    120

    WOS Identifier

    WOS:000073496000005

    ISSN

    1070-9908

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