Publication detail

Comparison of data from smartphones and specialised devices

KAČNÍKOVÁ, D. NĚMCOVÁ, A.

Original Title

Comparison of data from smartphones and specialised devices

English Title

Comparison of data from smartphones and specialised devices

Type

conference paper

Language

Czech

Original Abstract

The aim of this study is to introduce two algorithms for physical activity recognition and to compare various devices such as smartphones and specialized devices using these algorithms. Signals are recorded using smartphones and accelerometer Axivity AX3. In the first part of the report, classification algorithms are described. In the second part algorithms are tested using recorded signals and the last part provides comparison of above mentioned tested devices.

English abstract

The aim of this study is to introduce two algorithms for physical activity recognition and to compare various devices such as smartphones and specialized devices using these algorithms. Signals are recorded using smartphones and accelerometer Axivity AX3. In the first part of the report, classification algorithms are described. In the second part algorithms are tested using recorded signals and the last part provides comparison of above mentioned tested devices.

Keywords

akcelerometr, Axivity AX3, detekce pádu, fyzická aktivita, krokoměr, chytrý telefon

Key words in English

Accelerometer, Axivity AX3, fall detection, physical activity, step counter, smartphone, pedometer

Authors

KAČNÍKOVÁ, D.; NĚMCOVÁ, A.

Released

26. 4. 2018

Publisher

Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií

Location

Brno

ISBN

978-80-214-5614-3

Book

Proceedings of the 24th Conference STUDENT EEICT 2018

Pages from

28

Pages to

30

Pages count

3

URL

http://www.feec.vutbr.cz/EEICT/archiv/sborniky/EEICT_2018_sbornik.pdf

BibTex

@inproceedings{BUT147106,
  author="Diana {Kačníková} and Andrea {Němcová}",
  title="Comparison of data from smartphones and specialised devices",
  booktitle="Proceedings of the 24th Conference STUDENT EEICT 2018",
  year="2018",
  pages="28--30",
  publisher="Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií",
  address="Brno",
  isbn="978-80-214-5614-3",
  url="http://www.feec.vutbr.cz/EEICT/archiv/sborniky/EEICT_2018_sbornik.pdf"
}