Low-Power Wireless ECG Acquisition and Classification System for Body Sensor Networks

被引:86
作者
Lee, Shuenn-Yuh [1 ]
Hong, Jia-Hua [2 ]
Hsieh, Cheng-Han [2 ]
Liang, Ming-Chun [2 ]
Chien, Shih-Yu Chang [2 ]
Lin, Kuang-Hao
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 70101, Taiwan
[2] Natl Chung Cheng Univ, Inst Elect Engn, Chiayi 62102, Taiwan
关键词
Body sensor network (BSN); electrocardiogram (ECG); high-pass sigma-delta modulator (HPSDM); super-regenerative on-off keying (OOK) transceiver; wavelet transform; DESIGN;
D O I
10.1109/JBHI.2014.2310354
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A low-power biosignal acquisition and classification system for body sensor networks is proposed. The proposed system consists of three main parts: 1) a high-pass sigma delta modulator-based biosignal processor (BSP) for signal acquisition and digitization, 2) a low-power, super-regenerative on-off keying transceiver for short-range wireless transmission, and 3) a digital signal processor (DSP) for electrocardiogram (ECG) classification. The BSP and transmitter circuits, which are the body-end circuits, can be operated for over 80 days using two 605 mAH zinc-air batteries as the power supply; the power consumption is 586.5 mu W. As for the radio frequency receiver and DSP, which are the receiving-end circuits that can be integrated in smartphones or personal computers, power consumption is less than 1 mW. With a wavelet transform-based digital signal processing circuit and a diagnosis control by cardiologists, the accuracy of beat detection and ECG classification are close to 99.44% and 97.25%, respectively. All chips are fabricated in TSMC 0.18-mu m standard CMOS process.
引用
收藏
页码:236 / 246
页数:11
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