ECG-Based Subject Identification Using Common Spatial Pattern and SVM

• Published in: Journal of sensors Vol. 2019; no. 2019; pp. 1 - 9
• Main Authors: Alsabhan, Waleed M., Aljafar, Latifah M., Alshebeili, Saleh, Alotaiby, Turky N.
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2019; Hindawi; John Wiley & Sons, Inc
• Subjects: Access control; Algorithms; Basis functions; Biometric identification; Biometrics; Brain research; Convulsions & seizures; Echocardiography; Electrocardiography; Electroencephalography; Engineering; Feature extraction; International conferences; Pattern recognition; Radial basis function; Recording; Researchers; Signal processing; Spatial analysis; Support vector machines

In this paper, a nonfiducial electrocardiogram (ECG, the process of recording the electrical activity of the heart over a period of time using electrodes placed on the skin) identification system based on the common spatial pattern (CSP) feature extraction technique is presented. The single- and mul...