Averaged recurrence quantification analysis Method omitting the recurrence threshold choice
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19630%2F23%3AA0000303" target="_blank" >RIV/47813059:19630/23:A0000303 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/article/10.1140/epjs/s11734-022-00686-4" target="_blank" >https://link.springer.com/article/10.1140/epjs/s11734-022-00686-4</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1140/epjs/s11734-022-00686-4" target="_blank" >10.1140/epjs/s11734-022-00686-4</a>
Alternative languages
Result language
angličtina
Original language name
Averaged recurrence quantification analysis Method omitting the recurrence threshold choice
Original language description
Recurrence quantification analysis (RQA) is a well established method of nonlinear data analysis. In this work, we present a new strategy for an almost parameter-free RQA. The approach finally omits the choice of the threshold parameter by calculating the RQA measures for a range of thresholds (in fact recurrence rates). Specifically, we test the ability of the RQA measure determinism, to sort data with respect to their signal to noise ratios. We consider a periodic signal, simple chaotic logistic equation, and Lorenz system in the tested data set with different and even very small signal-to-noise ratios of lengths 10(2), 10(3), 10(4), and 10(5). To make the calculations possible, a new effective algorithm was developed for streamlining of the numerical operations on graphics processing unit (GPU).
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10300 - Physical sciences
Result continuities
Project
<a href="/en/project/EF18_053%2F0017871" target="_blank" >EF18_053/0017871: Support for international mobility at the Silesian University in Opava</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS
ISSN
1951-6355
e-ISSN
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Volume of the periodical
232
Issue of the periodical within the volume
1
Country of publishing house
DE - GERMANY
Number of pages
10
Pages from-to
47-56
UT code for WoS article
000870928800003
EID of the result in the Scopus database
2-s2.0-85140391904