EFFECT ON CLASSIFICATION OF WAVELET COMPRESSION ON ECG SIGNAL

TOMAK Ö., KAYIKÇIOĞLU T.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017, (Full Text)

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/siu.2017.7960200
  • City: Antalya
  • Country: Turkey
  • Karadeniz Technical University Affiliated: Yes

Abstract

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.