Use Case of Implementation Backpropagation for Arduino and ESP32 Microcontrollers into Smart Home
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F25%3AA2603BKI" target="_blank" >RIV/61988987:17310/25:A2603BKI - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/10.1007/978-3-032-03406-9_9" target="_blank" >https://link.springer.com/10.1007/978-3-032-03406-9_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-032-03406-9_9" target="_blank" >10.1007/978-3-032-03406-9_9</a>
Alternative languages
Result language
angličtina
Original language name
Use Case of Implementation Backpropagation for Arduino and ESP32 Microcontrollers into Smart Home
Original language description
This paper presents a novel approach for integrating artificial intelligence into smart homes. The main goal is to design and implement a standalone unit that will be able to process inputs from sensors, specifically the BH1750 light sensor and the motion sensor, and based on them, autonomously control the intensity of the integrated RGB LED. The resulting model can automatically regulate the brightness of the LED from these data, which is a step towards more energy-efficient and user-friendly technologies. The final part of the article discusses the potential of this solution within decentralized smart homes, where individual autonomous units could function as separate elements of a larger system. This approach suggests new possibilities for implementing intelligent systems that increase self-sufficiency and efficiency of modern home applications.
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
20206 - Computer hardware and architecture
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Software Engineering: Emerging Trends and Practices in System Development
ISBN
978-3-032-03406-9
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
142-151
Publisher name
Springer
Place of publication
Cham
Event location
online
Event date
Apr 1, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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