Heartbeat classification using projected and dynamic features of ECG signal

• Published in: Biomedical signal processing and control Vol. 31; pp. 165 - 173
• Main Authors: Chen, Shanshan, Hua, Wei, Li, Zhi, Li, Jian, Gao, Xingjiao
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2017
• Subjects: Compressed sensing; Heartbeat classification; Projection matrix; Support vector machine; Projection matrix; Support vector machine; Compressed sensing; Heartbeat classification

•The contribution of our work is in the following aspects.•A new method of extracting heartbeat features is proposed, which uses a projection matrix. And this projection features do well in representing the original ECG signals as well as clustering.•More realistic RR intervals are selected and weig...