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    Global convergence analysis for the NIC flow

    116865_Global%20convergence%20analysis%20PID%20116865.pdf (237.7Kb)
    Access Status
    Open access
    Authors
    Liu, Wanquan
    Yan, Wei-Yong
    Sreeram, V.
    Teo, Kok
    Date
    2001
    Type
    Journal Article
    
    Metadata
    Show full item record
    Citation
    Liu, Wan-Quan and Yan, W. and Sreeram, V. and Teo, Kok Lay. 2001. Global convergence analysis for the NIC flow. IEEE Transactions on Signal Processing. 49 (10): pp. 2422-2430.
    Source Title
    IEEE Transactions on Signal Processing
    DOI
    10.1109/78.950796
    ISSN
    1053587X
    Faculty
    School of Electrical Engineering and Computing
    Department of Computing
    Faculty of Science and Engineering
    Remarks

    Copyright © 2001 IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

    URI
    http://hdl.handle.net/20.500.11937/39871
    Collection
    • Curtin Research Publications
    Abstract

    Previously, a family of fast subspace tracking algorithms based on a novel information criterion (NIC) has been proposed and investigated. It is known that these new algorithms are associated with a new kind of flow, which is called the NIC flow in this paper as in the case of the conventional Oja subspace algorithms with the Oja flow. In this paper, some fundamental questions about this new NIC flow such as its solution existence and convergence, are investigated. In addition, the convergence domain is characterized. Some important results on these issues are obtained via manifold theory

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