EFFECT ON CLASSIFICATION OF WAVELET COMPRESSION ON ECG SIGNAL
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Cilt numarası:
- Doi Numarası: 10.1109/siu.2017.7960200
- Basıldığı Şehir: Antalya
- Basıldığı Ülke: Türkiye
- Karadeniz Teknik Üniversitesi Adresli: Evet
Özet
The development in information technology and wearable technologies has had a significant impact on clinical decision support systems. In this process a lot of data needs to be transferred and processed. Therefore, it is necessary to compress the data with minimum loss. Compression techniques in electrocardiographic signals is a topic of growing importance. In this study, we analyzed the effect of wavelet based compression methods on classification performance. Thus a large database was used. ST-Petersburg Institute of Cardiological Database arrhythmia database in Physionet was preferred for analysis.