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Performance analysis of Matching Pursuit algorithm modifications

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F11%3APU93749" target="_blank" >RIV/00216305:26220/11:PU93749 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Performance analysis of Matching Pursuit algorithm modifications

  • Original language description

    This article deals with the Matching Pursuit algorithm and its modifications, which are often used for computing aproximating sparse solutions of underdetermined systems of linear equations. Many modifications of Matching Pursuit exist nowadays and theyare used for different types of applications (compressed sensing, MRI etc.). Some of them give good results in representing general signals, too. In this article, several these algorithms are described, emphasizing the difference between each of them andthe original Matching Pursuit. The paper also contains comparison of the algorithms from the viewpoints of accuracy and computational efficiency.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2011

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceeding of the 13th International Conference on Research in Telecommunication Technologies 2011

  • ISBN

    978-80-214-4283-2

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    228-232

  • Publisher name

    VUT v Brně

  • Place of publication

    Brno

  • Event location

    Těchov

  • Event date

    Sep 7, 2011

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article