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
Link To Document