Open access Jurnal SINTA 1
Empirical Mode Decomposition (EMD) Based Denoising Method for Heart Sound Signal and Its Performance Analysis
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 6 No. 5 (2016)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2016-10-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
In this paper, a denoising method for heart sound signal based on empirical mode decomposition (EMD) is proposed. To evaluate the performance of the proposed method, extensive simulations are performed using synthetic normal and abnormal heart sound data corrupted with white, colored, exponential and alpha-stable noise under different SNR input values. The performance is evaluated in terms of signal-to-noise ratio (SNR), root mean square error (RMSE), and percent root mean square difference (PRD), and compared with wavelet transform (WT) and total variation (TV) denoising methods. The simulation results show that the proposed method outperforms two other methods in removing three types of noises.
Collaboration network of the authors
31 authors · 82 co-authorship links · 14 across different organisations
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- Bandung Institute of Technology
- Maranatha Christian University
- Andalas University
- Institut Teknologi Nasional Bandung
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Suhono Harso Supangkat | Bandung Institute of Technology | 3 |
| Yoanes Bandung | Bandung Institute of Technology | 2 |
| Carmadi Machbub | Bandung Institute of Technology | 2 |
| Trio Adiono | Bandung Institute of Technology | 2 |
| Eko Marpanaji | Bandung Institute of Technology | 1 |
| Adit Kurniawan | Bandung Institute of Technology | 1 |
| Bamba Riyanto Trilaksono | Affiliation unknown | 1 |
| Andri Mahendra | Bandung Institute of Technology | 1 |
| Thay Liung | Bandung Institute of Technology | 1 |
| Herry Imanta Sitepu | Bandung Institute of Technology | 1 |
| Rachmad Vidya Wicaksana Putra | Bandung Institute of Technology | 1 |
| Rian Ferdian | Andalas University | 1 |
| Febri Dawani | Bandung Institute of Technology | 1 |
| Imran Abdurrahman | Bandung Institute of Technology | 1 |
| Arry Akhmad Arman | Bandung Institute of Technology | 1 |
| Radiant Victor Imbar | Maranatha Christian University | 1 |
| Meliana Christianti Johan | Maranatha Christian University | 1 |
| Gina Purnama | Bandung Institute of Technology | 1 |
| Irma Amelia Dewi | Institut Teknologi Nasional Bandung | 1 |
| Agung Wahyu Setiawan | Bandung Institute of Technology | 1 |
| Alfie Rizky Ananda | Bandung Institute of Technology | 1 |
| Ayu Paranitha H. Putri | Bandung Institute of Technology | 1 |
| Donny Danudirdjo | Bandung Institute of Technology | 1 |
| Aditya Ferry Ardyanto | Bandung Institute of Technology | 1 |
| Idham Hafizh | Bandung Institute of Technology | 1 |
| Septian Gilang Permana Putra | Bandung Institute of Technology | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.