Performance analysis of a McClellan transformation-based 2-D adaptive digital filter

Jeffrey C. Strait, William Kenneth Jenkins

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations

    Abstract

    A two-dimensional (2-D) adaptive filter structure based on the McClellan transformation design technique for 2-D finite impulse response (FIR) filters is capable achieving improved convergence rates and reduced computational efficiency in 2-D adaptive filters. It has been shown experimentally that if the transformation structure is constrained by prior knowledge of contour shapes in the frequency domain, the 2-D adaptive algorithm greatly reduces computational requirements and produces more rapid learning characteristics, as compared to the 2-D direct form. The authors present an analysis of the McClellan transformation 2-D adaptive filter to illustrate that the learning characteristics are similar to those of a 1-D least mean square (LMS) adaptive filter.

    Original languageEnglish (US)
    Title of host publicationConference Record - Asilomar Conference on Circuits, Systems & Computers
    PublisherPubl by Maple Press, Inc
    Pages217-221
    Number of pages5
    ISBN (Print)0818624701
    Publication statusPublished - Dec 1 1991
    Event25th Asilomar Conference on Signals, Systems & Computers Part 1 (of 2) - Pacific Grove, CA, USA
    Duration: Nov 4 1991Nov 6 1991

    Publication series

    NameConference Record - Asilomar Conference on Circuits, Systems & Computers
    Volume1
    ISSN (Print)0736-5861

    Other

    Other25th Asilomar Conference on Signals, Systems & Computers Part 1 (of 2)
    CityPacific Grove, CA, USA
    Period11/4/9111/6/91

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    All Science Journal Classification (ASJC) codes

    • Engineering(all)

    Cite this

    Strait, J. C., & Jenkins, W. K. (1991). Performance analysis of a McClellan transformation-based 2-D adaptive digital filter. In Conference Record - Asilomar Conference on Circuits, Systems & Computers (pp. 217-221). (Conference Record - Asilomar Conference on Circuits, Systems & Computers; Vol. 1). Publ by Maple Press, Inc.