Detection of sleep apnea from heart beat interval and ECG derived respiration signals using sliding mode singular spectrum analysis

• Published in: Digital signal processing Vol. 104; p. 102796
• Main Authors: Singh, Himali, Tripathy, Rajesh Kumar, Pachori, Ram Bilas
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.09.2020
• Subjects: EDR Signal; HBI Signal; SAE-DNN; Sleep apnea; SM-SSA; SVM; Sleep apnea; HBI Signal; SM-SSA; SVM; SAE-DNN; EDR Signal

The heartbeat interval (HBI) signal (RR-time series), and electrocardiogram (ECG) derived respiration (EDR) signal quantify the information about the cardiopulmonary activity, and monitoring these two signals simultaneously will provide more information for the sleep apnea detection. This paper prop...