Efficient and Simplified Adaptive Noise Cancelers for ECG Sensor Based Remote Health Monitoring

被引:64
作者
Rahman, Muhammad Zia Ur [1 ]
Shaik, Rafi Ahamed [2 ]
Reddy, D. V. Rama Koti [1 ]
机构
[1] Andhra Univ, Dept Instrumentat Engn, Coll Engn, Visakhapatnam 530003, Andhra Pradesh, India
[2] Indian Inst Technol, Dept Elect & Commun Engn, Gauhati 781039, India
关键词
Adaptive filtering; artifact; electrocardiographic (ECG); least mean square (LMS) algorithm; noise cancellation; telecardiology; POWER-LINE INTERFERENCE; DETERMINISTIC REFERENCE INPUTS; STEP-SIZE; NLMS ALGORITHM; LMS ALGORITHM; FILTERS; CONVERGENCE; ELIMINATION; SIGNAL;
D O I
10.1109/JSEN.2011.2111453
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, several simple and efficient sign and error nonlinearity-based adaptive filters, which are computationally superior having multiplier free weight update loops are used for cancellation of noise in electrocardiographic (ECG) signals. The proposed implementation is suitable for applications such as biotelemetry, where large signal to noise ratios with less computational complexity are required. These schemes mostly employ simple addition, shift operations and achieve considerable speed up over the other least mean square (LMS)-based realizations. Simulation studies shows that the proposed realization gives better performance compared to existing realizations in terms of signal-to-noise ratio and computational complexity.
引用
收藏
页码:566 / 573
页数:8
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