Published January 7, 2006
| Version v1
Journal article
Extraction of foetal ECG by combination of singular value decomposition and neuro-fuzzy inference system
Creators
- 1. Electronics Engineering Department, Hijjawi Faculty for Engineering Technology, Yarmouk University, Irbid (Jordan)
Description
Extraction of foetal ECG that is embedded in the maternal ECG is a challenging problem. This paper presents a combined system to extract foetal ECG from maternal abdominal ECG. The system uses a combination of singular value decomposition (SVD) and a neuro-fuzzy inference system. The SVD is used to construct two reference signals, while the fuzzy system is used as an adaptive canceller. The algorithm is applied on synthetic as well as real data and the results are presented. In addition, the paper presents an example of using the same system as a noise removal tool
Availability note (English)
Available online at http://stacks.iop.org/0031-9155/51/137/pmb6_1_010.pdf or at the Web site for the journal Physics in Medicine and Biology (ISSN 1361-6560) http://www.iop.org/Additional details
Identifiers
- URL
- http://stacks.iop.org/0031-9155/51/137/pmb6_1_010.pdf;
- DOI
- 10.1088/0031-9155/51/1/010;
- PII
- S0031-9155(06)04847-0;
Publishing Information
- Journal Title
- Physics in Medicine and Biology
- Journal Volume
- 51
- Journal Issue
- 1
- Journal Page Range
- p. 137-143
- ISSN
- 0031-9155
- CODEN
- PHMBA7
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 37053590
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ALGORITHMS; CARDIOGRAPHY; DECOMPOSITION; ELECTROCARDIOGRAMS; HEART; NOISE; SIGNALS
- Descriptors DEC
- BODY; CARDIOVASCULAR SYSTEM; CHEMICAL REACTIONS; DIAGNOSTIC TECHNIQUES; DIAGRAMS; INFORMATION; MATHEMATICAL LOGIC; ORGANS