Detail publikace

Application of body posture recognition algorithm in IoT smart mattress

HUSÁK, M. KACZMARCZYK, V. BAŠTÁN, O. BENEŠL, T.

Originální název

Application of body posture recognition algorithm in IoT smart mattress

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Our classification methods use machine learning methods to improve the accuracy of the detected position. Thanks to this, we can alert staff if necessary to prevent critical injuries and reduce treatment costs before damage occurs. Prevention is the only and best possible treatment for bedsores.

Klíčová slova

Pressure Ulcer, Posture classification, Fuzzy C – mean, Singular Value Decomposition, Neural Net Classifier

Autoři

HUSÁK, M.; KACZMARCZYK, V.; BAŠTÁN, O.; BENEŠL, T.

Vydáno

25. 10. 2021

Nakladatel

Selected Issues of Electrical Engineering and Electronics WZEE 2021

Místo

Polsko

ISBN

978-1-6654-2164-5

Kniha

Selected Issues of Electrical Engineering and Electronics WZEE 2021

Strany od

52

Strany do

55

Strany počet

3

URL

https://ieeexplore.ieee.org/document/9576991

BibTex

@inproceedings{BUT172840,
  author="Michal {Husák} and Václav {Kaczmarczyk} and Ondřej {Baštán} and Tomáš {Benešl}",
  title="Application of body posture recognition algorithm in IoT smart mattress",
  booktitle="Selected Issues of Electrical Engineering and Electronics WZEE 2021",
  year="2021",
  pages="52--55",
  publisher="Selected Issues of Electrical Engineering and Electronics WZEE 2021",
  address="Polsko",
  doi="10.1109/WZEE54157.2021.9576991",
  isbn="978-1-6654-2164-5",
  url="https://ieeexplore.ieee.org/document/9576991"
}