A Concept for a Cloud-Driven Controller for Wireless Sensors in IoT Devices
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F22%3A10250218" target="_blank" >RIV/61989100:27240/22:10250218 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S2405896322003573" target="_blank" >https://www.sciencedirect.com/science/article/pii/S2405896322003573</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ifacol.2022.06.042" target="_blank" >10.1016/j.ifacol.2022.06.042</a>
Alternative languages
Result language
angličtina
Original language name
A Concept for a Cloud-Driven Controller for Wireless Sensors in IoT Devices
Original language description
The paper presents an optimization algorithm applied to a cloud-driven controller for wireless sensors in Internet of Things (IoT) devices. The experiment investigates operational duty cycle control and energy management of a wireless sensor node device powered by prediction from global solar irradiance in the environment. Rapid increases in the development and growth of smart technologies is placing greater demands on optimizing computing power. The study attempted to manage and optimize wireless terminals using methods to adjust work cycles and planning. The study's contribution is a simulated wireless environmental IoT sensor node and cloud controller implemented in Matlab. The simulation examined energy management and optimization, supplemented by prediction from data measured at different locations in the period 2016-2019. The experiment investigated suitable modes of operation of the device according to data updates in the cloud. The controller was based on the following parameters: state of energy storage, number of failures relative to correctly performed device cycles, and predicted values for charging energy storage from the cloud.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
20202 - Communication engineering and systems
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
2022
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 55
ISBN
—
ISSN
2405-8963
e-ISSN
—
Number of pages
6
Pages from-to
254-259
Publisher name
Elsevier
Place of publication
Amsterdam
Event location
Sarajevo
Event date
May 17, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000836195400002