Detail publikačního výsledku

Optimization of time-frequency curve description via kernel smoothing

POMĚNKOVÁ, J.; KLEJMOVÁ, E.

Originální název

Optimization of time-frequency curve description via kernel smoothing

Anglický název

Optimization of time-frequency curve description via kernel smoothing

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Presented paper deals with trend modeling of spectral coefficients represents material properties at very rapid load. We focus on identification and optimization of the curve describing dependence between frequencies and time in spectrogram. The spectrogram is firstly processed with the aim to specify significant spectral coefficients. Consequently for such coefficient we apply non-parametric kernel smoothing. We investigate the type of estimator, kernel and the bandwidth. Input data are given from aluminum metal plate acceleration by detonation products of brisant high explosive obtained using Photonic Doppler Velocimetry in time on the basis of frequency response.

Anglický abstrakt

Presented paper deals with trend modeling of spectral coefficients represents material properties at very rapid load. We focus on identification and optimization of the curve describing dependence between frequencies and time in spectrogram. The spectrogram is firstly processed with the aim to specify significant spectral coefficients. Consequently for such coefficient we apply non-parametric kernel smoothing. We investigate the type of estimator, kernel and the bandwidth. Input data are given from aluminum metal plate acceleration by detonation products of brisant high explosive obtained using Photonic Doppler Velocimetry in time on the basis of frequency response.

Klíčová slova

kernel smoothing, spectrogram

Klíčová slova v angličtině

kernel smoothing, spectrogram

Autoři

POMĚNKOVÁ, J.; KLEJMOVÁ, E.

Rok RIV

2017

Vydáno

25.05.2016

Místo

Bratislava

ISBN

978-1-4673-9554-0

Kniha

Proceedings of the 23rd International Conference on Systems, Signals and Image Processing

Strany od

283

Strany do

286

Strany počet

4

URL

https://ieeexplore.ieee.org/document/7502757

BibTex

@inproceedings{BUT127617,
  author="Jitka {Dluhá} and Eva {Klejmová}",
  title="Optimization of time-frequency curve description via kernel smoothing",
  booktitle="Proceedings of the 23rd International Conference on Systems, Signals and Image Processing",
  year="2016",
  pages="283--286",
  address="Bratislava",
  doi="10.1109/IWSSIP.2016.7502757",
  isbn="978-1-4673-9554-0",
  url="https://ieeexplore.ieee.org/document/7502757"
}