Publication detail

Adaptibility of Levenberg - Marquardt algorithm to different signal models

ŠTĚPÁN, M., MAREŠ, M.

Original Title

Adaptibility of Levenberg - Marquardt algorithm to different signal models

Type

conference paper

Language

English

Original Abstract

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.

Key words in English

Levenberg - Marquardt, nonlinear fitting, NMR, signal models

Authors

ŠTĚPÁN, M., MAREŠ, M.

RIV year

2004

Released

1. 1. 2004

Publisher

Ing. Zdeněk Novotný CSs.,Ondráčkova 105, Brno

Location

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

ISBN

80-214-2635-7

Book

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

Edition number

první

Pages from

231

Pages to

465

Pages count

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"
}