I. Introduction
The cardiovascular disease (CVD) has become the leading cause of human deaths, counting up to 29% of the total global deaths, based on the WHO's The World Health Report 2008 [1]. The main symptoms of cardiovascular disease include serious myocardial ischemia (acute myocardial infarction), heart failure, malignant arrhythmia, etc. As shown in [2], most of these symptoms can be foreknown by observing certain specific manifestations of electrocardiogram (ECG) signals. The ECG monitoring system has been used to detect such manifestations, and early detection can save valuable time for taking precautions against the cardiovascular disease. Thus, the prevention of cardiovascular disease using mobile ECG monitoring systems is of paramount significance, which has garnered great attentions from the research community.