- Tytuł:
- Recognition of palm finger movements on the basis of EMG signals with the application of wavelets
- Autorzy:
-
Krysztoforski, K.
Wolczowski, A.
Będziński, R.
Helt, K. - Powiązania:
- https://bibliotekanauki.pl/articles/1965790.pdf
- Data publikacji:
- 2004
- Wydawca:
- Politechnika Gdańska
- Tematy:
-
multistage pattern recognition
EMG signal processing
wavelet transform
dexterous prosthesis control - Opis:
- The paper describes an EMG signal analysis based on the wavelet transform, applied for the hand prosthesis control. Signal features are represented by wavelet coefficients. A cross-validation method is applied for the feature selection process. The classification algorithm uses multistage recognition. The information about finger posture provided by a data glove is recorded concurrently with forearm EMG signals. The acquired data are used to train the classification algorithm.
- Źródło:
-
TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk; 2004, 8, 2; 269-280
1428-6394 - Pojawia się w:
- TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk
- Dostawca treści:
- Biblioteka Nauki
Artykuł