Detail publikace

Adaptibility of Levenberg - Marquardt algorithm to different signal models

ŠTĚPÁN, M., MAREŠ, M.

Originální název

Adaptibility of Levenberg - Marquardt algorithm to different signal models

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This article is focused on nonlinear signal processing using Levenberg – Marquardt (LM) algorithm. We introduce possibility of using different signal models to fit input data, which increases usability and performance of algorithm in different fields of study and research. In principle each nonlinear algorithm uses a definition of signal model and derivation of this function. This definition is advisable to declare in a separate function, which is called in iterations to compute cost function between model and data and evaluate new set of parameters.

Klíčová slova v angličtině

Levenberg - Marquardt, nonlinear fitting, NMR, signal models

Autoři

ŠTĚPÁN, M., MAREŠ, M.

Rok RIV

2004

Vydáno

1. 1. 2004

Nakladatel

Ing. Zdeněk Novotný CSs.,Ondráčkova 105, Brno

Místo

MSD, spol. s r.o., Skorkovského 70a, Brno

ISBN

80-214-2635-7

Kniha

Proceedings of the 10th Conference and Competition STUDENT EEICT 2004, Volume 2

Číslo edice

první

Strany od

231

Strany do

465

Strany počet

235

BibTex

@inproceedings{BUT11041,
  author="Miroslav {Štěpán} and Martin {Mareš}",
  title="Adaptibility of Levenberg - Marquardt algorithm to different signal models",
  booktitle="Proceedings of the 10th Conference and Competition STUDENT EEICT 2004, Volume 2",
  year="2004",
  volume="10",
  number="první",
  pages="235",
  publisher="Ing. Zdeněk Novotný CSs.,Ondráčkova 105, Brno",
  address="MSD, spol. s r.o., Skorkovského 70a, Brno",
  isbn="80-214-2635-7"
}