Use Case of Implementation Backpropagation for Arduino and ESP32 Microcontrollers into Smart Home

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Use Case of Implementation Backpropagation for Arduino and ESP32 Microcontrollers into Smart Home

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Use Case of Implementation Backpropagation for Arduino and ESP32 Microcontrollers into Smart Home

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20206 - Computer hardware and architecture

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Software Engineering: Emerging Trends and Practices in System Development

ISBN

978-3-032-03406-9

ISSN

—

e-ISSN

—

Počet stran výsledku

10

Strana od-do

142-151

Název nakladatele

Springer

Místo vydání

Cham

Místo konání akce

online

Datum konání akce

1. 4. 2025

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—