Accurate Symmetry Calculation with Normalized Dynamic Time Warping Gait Symmetry Ratio
সংরক্ষণ করুন:
| লেখক: | , , |
|---|---|
| বিন্যাস: | artículo original |
| বর্তমান অবস্থা: | Versión publicada |
| প্রকাশনার তারিখ: | 2022 |
| বিবরন: | In this paper we propose a new method for symmetry calculation in wearable devices. The problem in this domain is that only discrete features such as stride length, stride duration, or duration of gait phases are used for the symmetry calculation. However, this can lead to failures, since the use of features can result in partial loss of information from the time series. From this we present a possibility to calculate the symmetry by using Dynamic Time Warping (DTW). DTW uses the complete time series for the analysis and is therefore independent of certain features. |
| দেশ: | Portal de Revistas UNA |
| প্রতিষ্ঠান: | Universidad Nacional de Costa Rica |
| Repositorio: | Portal de Revistas UNA |
| ভাষা: | Inglés |
| OAI Identifier: | oai:ojs.www.una.ac.cr:article/16379 |
| অনলাইন ব্যবহার করুন: | https://www.revistas.una.ac.cr/index.php/uniciencia/article/view/16379 |
| মুখ্য শব্দ: | Wearable Device Symmetry Time Series Dynamic Time Warping (DTW) Gait Asymmetry Dispositivo usable Simetría Series temporales Deformación de tiempo dinámica Resistencia sensible a la fuerza dispositivo vestível simetria séries temporais Dynamic Time Warping resistência sensível à força |