QRS Complex Detection in Multilead ECG Signals
Alternative metrics PlumXhttp://hdl.handle.net/11012/42957
MetadataShow full item record
Automated analysis of HRV requires reliable detection of QRS complexes. We propose a detection method based on different combinations of three orthogonal (pseudoorthogonal) leads of human ECG signals. ECG signals were filtered by standard pass-band filter, Teager-Kaiser energy operator (TKEO) was applied on signal as envelope for detection. The most effective combination for QRS detection was a spatial velocity with sensitivity exceeds 99.9 % and positive predictive value near to 99.5 %. Detection algorithm has been tested on 125 real signals of CSE standard library.
KeywordsECG, CSE, TKEO, QRS detection, orthogonal leads, pseudoorthogonal leads, spatial velocity, Teager-Kaiser energy operator.
Document typePeer reviewed
Document versionFinal PDF
SourceProceedings of the 21st Conference STUDENT EEICT 2015. s. 143-145. ISBN 978-80-214-5148-3
- Student EEICT 2015