ECG Signal Compression Based on Wavelet Packet Transform and Residual Vector Quantization
| dc.contributor.author | Beki?Ryazici, Tahir | |
| dc.contributor.author | Aydemir, Gürkan | |
| dc.contributor.author | Gürkan, Hakan | |
| dc.date.accessioned | 2026-02-08T15:11:01Z | |
| dc.date.available | 2026-02-08T15:11:01Z | |
| dc.date.issued | 2025 | |
| dc.department | Bursa Teknik Üniversitesi | |
| dc.description | 33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025 -- 2025-06-25 through 2025-06-28 -- Istanbul -- 211450 | |
| dc.description.abstract | Efficient compression of electrocardiogram (ECG) signals is of great importance, particularly in facilitating data transmission and reducing storage costs in remote monitoring systems. For this purpose, a two-stage compression method based on Wavelet Packet Transform (WPT) and Residual Vector Quantization (RVQ) has been developed. The performance of the proposed method was tested on the widely used MIT-BIH Arrhythmia dataset. Performance evaluation was conducted using statistical metrics such as compression ratio (CR), percentage root-mean-square difference normalized (PRDN), and quality score (QS). Experimental results show that the method achieved a compression ratio of 8.8 : 1 with 6.54% PRDN and 17.6 : 1 with 14.38% PRDN. © 2025 IEEE. | |
| dc.description.sponsorship | Isik University | |
| dc.identifier.doi | 10.1109/SIU66497.2025.11112498 | |
| dc.identifier.isbn | 9798331566555 | |
| dc.identifier.scopus | 2-s2.0-105015373258 | |
| dc.identifier.scopusquality | N/A | |
| dc.identifier.uri | https://doi.org/10.1109/SIU66497.2025.11112498 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12885/5165 | |
| dc.indekslendigikaynak | Scopus | |
| dc.language.iso | tr | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | Scopus_KA_20260207 | |
| dc.subject | ECG signals | |
| dc.subject | Residual vector quantization | |
| dc.subject | Signal compression | |
| dc.subject | Wavelet packet transform | |
| dc.title | ECG Signal Compression Based on Wavelet Packet Transform and Residual Vector Quantization | |
| dc.title.alternative | Dalgacik Paket D n s m ve Artik Vekt r Nicemlemesine Dayali EKG Sinyal Siki stirmasi | |
| dc.type | Conference Object |
