Journal of Sensors and Sensor Systems
Journal of Sensors and Sensor Systems
JSSS
Articles | Volume 13, issue 2
Articles | Volume 13, issue 2
https://doi.org/10.5194/jsss-13-187-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/jsss-13-187-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 13, issue 2
Regular research article
 | 
22 Jul 2024
Regular research article |  | 22 Jul 2024

Human activity recognition system using wearable accelerometers for classification of leg movements: a first, detailed approach

Sandra Schober, Erwin Schimbäck, Klaus Pendl, Kurt Pichler, Valentin Sturm, and Frederick Runte

Viewed

Total article views: 1,463 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,252 173 38 1,463 79 103
  • HTML: 1,252
  • PDF: 173
  • XML: 38
  • Total: 1,463
  • BibTeX: 79
  • EndNote: 103
Views and downloads (calculated since 22 Jul 2024)
Cumulative views and downloads (calculated since 22 Jul 2024)

Viewed (geographical distribution)

Total article views: 1,429 (including HTML, PDF, and XML) Thereof 1,429 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 04 Mar 2026
Download
Short summary
A human activity recognition (HAR) system carried by masseurs for controlling a therapy table via different movements of legs or hip was studied. This work starts with a survey on HAR systems using the sensor position "trouser pockets". Afterwards, in the experiments, the impacts of different parameters and configurations on the classification accuracy is examined to get a thorough understanding of the classification process.
Read more
Share