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The Optimization of Electrical Tomography Algorithms

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F17%3APU125750" target="_blank" >RIV/00216305:26220/17:PU125750 - isvavai.cz</a>

  • Result on the web

    <a href="https://ieeexplore.ieee.org/document/8261844" target="_blank" >https://ieeexplore.ieee.org/document/8261844</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/PIERS.2017.8261844" target="_blank" >10.1109/PIERS.2017.8261844</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    The Optimization of Electrical Tomography Algorithms

  • Original language description

    The paper discusses the optimization of methods for fast image reconstruction in electrical resistive/impedance/capacitance/infrared tomography. The first portion of the text characterizes the total variation and Tikhonov regularization techniques, including their advantages and drawbacks. Within the related other part, the authors then focus on time optimization in computing the distribution of the desired quantity inside a given object. In this context, the following options are considered: a) adaptive control of the regularizing element of the objective function; b) parallelizing the computation of the Jacobian and the Gauss-Newton system of equations; c) compressive sensing. The parallelization of the algorithm was outlined with respect to the capabilities of a general purpose GPU. In terms of its general goal, the research is intended to design universal libraries for reconstructing complex quantities inside measured objects.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20201 - Electrical and electronic engineering

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2017

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    PIERS 2017 Proceedings

  • ISBN

    978-1-5090-6269-0

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    763-766

  • Publisher name

    Neuveden

  • Place of publication

    neuveden

  • Event location

    Petrohrad

  • Event date

    May 22, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000427596700145