Environmental WSN Edge Computing Concept by Wavelet Transform Data Compression in a Sensor Node
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10244253" target="_blank" >RIV/61989100:27240/19:10244253 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S2405896319325911" target="_blank" >https://www.sciencedirect.com/science/article/pii/S2405896319325911</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ifacol.2019.12.646" target="_blank" >10.1016/j.ifacol.2019.12.646</a>
Alternative languages
Result language
angličtina
Original language name
Environmental WSN Edge Computing Concept by Wavelet Transform Data Compression in a Sensor Node
Original language description
A data compression approach using the Wavelet transform represents one of possible edge computing solutions. The main advantage of presented approach is a reduction of transmitted data amount which leads to lower energy demands of wireless transmission in wireless sensor networks (WSN). Acquired environmental data are compressed in a microcontroler implemented as central computational unit in an environmental sensor node and then they are transfered by a communication interface. In this article the Wavelet transform is applied with using four types of mother wavelets - Haar wavelet, Meyer wavelet, Symlet wavelet and Biorthogonal wavelet. In experimental section a dataset with temperature and CO2 concentration parameters was used for testing of the proposed solution. The conclusion of the paper presents summary of suitable Wavelet transform configurations applicable in edge commuting WSN scenarios. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/EF16_019%2F0000867" target="_blank" >EF16_019/0000867: Research Centre of Advanced Mechatronic Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IFAC-PapersOnLine. Volume 52, Issue 27
ISBN
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ISSN
2405-8963
e-ISSN
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Number of pages
6
Pages from-to
246-251
Publisher name
Elsevier
Place of publication
Amsterdam
Event location
Vysoké Tatry
Event date
Oct 29, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000507495200042