Development of a new adaptive two-dimensional joint process estimator

Bernard A. Schnaufer, William Kenneth Jenkins

    Research output: Contribution to journalConference article

    Abstract

    A novel 2-D adaptive filter, based on the 1-D joint process estimator (JPE), is developed. The novel structure, called the 2-D JPE, is composed of a 2-D lattice structure followed by a generalized lower tap-weight arrangement. The proposed 2-D JPE is shown to have superior convergence rate performance over the direct-form 2-D adaptive filter when the parameters of the 2-D lattice are fixed at their optimal values. One observed drawback of the fully adaptive 2-D JPE is that it exhibits a rather high convergence floor.

    Original languageEnglish (US)
    Pages (from-to)536-539
    Number of pages4
    JournalProceedings - IEEE International Symposium on Circuits and Systems
    Volume1
    StatePublished - Dec 1 1991
    Event1991 IEEE International Symposium on Circuits and Systems Part 1 (of 5) - Singapore, Singapore
    Duration: Jun 11 1991Jun 14 1991

    Fingerprint

    Adaptive filters

    All Science Journal Classification (ASJC) codes

    • Electrical and Electronic Engineering

    Cite this

    @article{a3936702fd4b43b3b8c4e698ac2e2a0b,
    title = "Development of a new adaptive two-dimensional joint process estimator",
    abstract = "A novel 2-D adaptive filter, based on the 1-D joint process estimator (JPE), is developed. The novel structure, called the 2-D JPE, is composed of a 2-D lattice structure followed by a generalized lower tap-weight arrangement. The proposed 2-D JPE is shown to have superior convergence rate performance over the direct-form 2-D adaptive filter when the parameters of the 2-D lattice are fixed at their optimal values. One observed drawback of the fully adaptive 2-D JPE is that it exhibits a rather high convergence floor.",
    author = "Schnaufer, {Bernard A.} and Jenkins, {William Kenneth}",
    year = "1991",
    month = "12",
    day = "1",
    language = "English (US)",
    volume = "1",
    pages = "536--539",
    journal = "Proceedings - IEEE International Symposium on Circuits and Systems",
    issn = "0271-4310",
    publisher = "Institute of Electrical and Electronics Engineers Inc.",

    }

    Development of a new adaptive two-dimensional joint process estimator. / Schnaufer, Bernard A.; Jenkins, William Kenneth.

    In: Proceedings - IEEE International Symposium on Circuits and Systems, Vol. 1, 01.12.1991, p. 536-539.

    Research output: Contribution to journalConference article

    TY - JOUR

    T1 - Development of a new adaptive two-dimensional joint process estimator

    AU - Schnaufer, Bernard A.

    AU - Jenkins, William Kenneth

    PY - 1991/12/1

    Y1 - 1991/12/1

    N2 - A novel 2-D adaptive filter, based on the 1-D joint process estimator (JPE), is developed. The novel structure, called the 2-D JPE, is composed of a 2-D lattice structure followed by a generalized lower tap-weight arrangement. The proposed 2-D JPE is shown to have superior convergence rate performance over the direct-form 2-D adaptive filter when the parameters of the 2-D lattice are fixed at their optimal values. One observed drawback of the fully adaptive 2-D JPE is that it exhibits a rather high convergence floor.

    AB - A novel 2-D adaptive filter, based on the 1-D joint process estimator (JPE), is developed. The novel structure, called the 2-D JPE, is composed of a 2-D lattice structure followed by a generalized lower tap-weight arrangement. The proposed 2-D JPE is shown to have superior convergence rate performance over the direct-form 2-D adaptive filter when the parameters of the 2-D lattice are fixed at their optimal values. One observed drawback of the fully adaptive 2-D JPE is that it exhibits a rather high convergence floor.

    UR - http://www.scopus.com/inward/record.url?scp=0026373849&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=0026373849&partnerID=8YFLogxK

    M3 - Conference article

    AN - SCOPUS:0026373849

    VL - 1

    SP - 536

    EP - 539

    JO - Proceedings - IEEE International Symposium on Circuits and Systems

    JF - Proceedings - IEEE International Symposium on Circuits and Systems

    SN - 0271-4310

    ER -