Title :
Heart beat prediction in distorted ECG signal using blood pressure measurements
Author :
Gudiskis, Andrius ; Serackis, Arturas
Author_Institution :
Dept. of Electron. Syst., Vilnius Gediminas Tech. Univ., Vilnius, Lithuania
Abstract :
The location of the heart beats in ECG signals are easily detectable by QRS detectors. However the quality of the ECG signal may vary considerably over time. There could be various sources of distortions that changes the shape of the ECG signal and makes some parts of the signal not readable. The QRS detector usually finds additional QRS complexes that are actually not present in the ECG signal. Paper presents effective algorithm to reduce the amount of false heart beat detections together with the algorithm to adjust heart beat position in noisy signal according to blood pressure measurements.
Keywords :
blood pressure measurement; electrocardiography; medical signal detection; ECG signal quality; ECG signal shape; QRS complexes; QRS detectors; blood pressure measurements; distorted ECG signal; distortions; false heart beat detection reduction; heart beat location; heart beat position; heart beat prediction; noisy signal; Algorithm design and analysis; Detectors; Distortion; Electrocardiography; Heart beat; Noise; Noise measurement; ECG; QRS detector; blood pressure; heart rate;
Conference_Titel :
Information, Electronic and Electrical Engineering (AIEEE), 2014 IEEE 2nd Workshop on Advances in
Conference_Location :
Vilnius
DOI :
10.1109/AIEEE.2014.7020315