L_2-Distance and phi-Divergence Approaches to the Key Mass Structure Detection by Means of Nonclassical Nonlinear PM Space Identification
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F12%3A00199569" target="_blank" >RIV/68407700:21340/12:00199569 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
L_2-Distance and phi-Divergence Approaches to the Key Mass Structure Detection by Means of Nonclassical Nonlinear PM Space Identification
Original language description
We will focus on the multiscale hysteresis phenomenon. We present our results for the system of electromagnetic relays, the experiment which has been carried out in the laboratory at ENI Val de Loire in Blois, France. Coded excitations using chirp-like short-time coded signal and modulated excitations are applied in order to test the inversion algorithm for PM space density identification. Optimized excitations are studied in the frequency range of [300mHz, 3Hz] and with amplitude A = 28V. Several hysteresis curves were obtained experimentally. These results was used for PM space density identification [5, 6] under the classical L2-space or using special statistical distances called -divergences, originated from information theory. Employing these extended -divergences [7] we achieve the PM density identification which is more robust against outliers and other measurement errors potentially present in the data sets.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
BA - General mathematics
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/LG12020" target="_blank" >LG12020: Advanced statistical analysis and non-statistical separation techniques for physical processing detection in data sets sampled by means of elementary particle accelerators.</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
SPMS 2012 Proceedings
ISBN
978-80-01-05130-6
ISSN
—
e-ISSN
—
Number of pages
10
Pages from-to
141-150
Publisher name
ČVUT
Place of publication
Praha
Event location
Zlenice
Event date
Jun 25, 2012
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
—