• DocumentCode
    271387
  • Title

    A computationally effective method for calculating the exponential fit

  • Author

    Dülk, Ivor ; Kovacshazy, Tamas

  • Author_Institution
    Dept. of Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Budapest, Hungary
  • fYear
    2014
  • fDate
    28-30 May 2014
  • Firstpage
    101
  • Lastpage
    104
  • Abstract
    In numerous practical applications, the problem of fitting an exponential curve to noisy measurement data often arises for identifying or tracking model parameters. In embedded systems, the computational load and speed of the computation of the fit are crucial to minimize costs and to maximize performance. In this paper, a method is developed for the rapid and effective computation of the three parameter exponential regression model. Computer simulations are also presented and the proposed method is compared with some existing techniques.
  • Keywords
    curve fitting; embedded systems; regression analysis; computational load; computationally effective method; embedded systems; exponential curve fitting; exponential fit calculation; model parameter tracking; noisy measurement data; parameter exponential regression model; Decision support systems; computation; effective; exponential; fit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ICCC), 2014 15th International Carpathian
  • Conference_Location
    Velke Karlovice
  • Print_ISBN
    978-1-4799-3527-7
  • Type

    conf

  • DOI
    10.1109/CarpathianCC.2014.6843577
  • Filename
    6843577