A novel low-complexity digital filter design for wearable ECG devices

被引:14
|
作者
Asgari, Shadnaz [1 ,2 ]
Mehrnia, Alireza [3 ]
机构
[1] Calif State Univ Long Beach, Dept Biomed Engn, Long Beach, CA 90840 USA
[2] Calif State Univ Long Beach, Dept Comp Sci & Comp Engn, Long Beach, CA 90840 USA
[3] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90024 USA
来源
PLOS ONE | 2017年 / 12卷 / 04期
关键词
FIR FILTER; DISEASE;
D O I
10.1371/journal.pone.0175139
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Wearable and implantable Electrocardiograph (ECG) devices are becoming prevailing tools for continuous real-time personal health monitoring. The ECG signal can be contaminated by various types of noise and artifacts (e.g., powerline interference, baseline wandering) that must be removed or suppressed for accurate ECG signal processing. Limited device size, power consumption and cost are critical issues that need to be carefully considered when designing any portable health monitoring device, including a battery-powered ECG device. This work presents a novel low-complexity noise suppression reconfigurable finite impulse response (FIR) filter structure for wearable ECG and heart monitoring devices. The design relies on a recently introduced optimally-factored FIR filter method. The new filter structure and several of its useful features are presented in detail. We also studied the hardware complexity of the proposed structure and compared it with the state-of-the-art. The results showed that the new ECG filter has a lower hardware complexity relative to the state-of-the-art ECG filters.
引用
收藏
页数:19
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