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首页> 外文期刊>Journal of VLSI signal processing systems >Analysis and Design of On-sensor ECG Processors for Realtime Detection of Cardiac Anomalies Including VF, VT, and PVC
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Analysis and Design of On-sensor ECG Processors for Realtime Detection of Cardiac Anomalies Including VF, VT, and PVC

机译:实时检测包括VF,VT和PVC在内的心脏异常的传感器ECG处理器的分析和设计

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摘要

Cardiovascular disease remains the main cause of death, and great efforts are spent on the design of ECG (electrocardiogram) body sensors these years. Essential components such as analog frontend and wireless transceivers have been integrated on a compact IC with micro-Watt power consumption. To provide timely warning against the fatal vascular signs, based on the Chaotic Phase Space Differential (CPSD) algorithm, heterogeneous VLSI processors are implemented and integrated to extract the abnormal ECG characteristics for VF (Ventricular Fibrillation), VT (Ventricular Tachycardia) and PVC (Premature Ventricular Contraction). The on-sensor processing reduces 98.0% power of wireless data transmission for raw ECG signals. The application specific processor is designed to accelerate CPSD algorithm with 1.7uW power while the OpenRISC is integrated to provide the system flexibility. The architecture is realized on the FPGA platform to demonstrate the detection of the abnormal ECG signals in realtime.
机译:心血管疾病仍然是主要的死亡原因,近年来,人们在ECG(心电图)人体传感器的设计上投入了大量精力。模拟前端和无线收发器等基本组件已集成在具有微瓦功耗的紧凑型IC中。为了提供针对致命血管征兆的及时警告,基于混沌相空间差分(CPSD)算法,实施并集成了异构VLSI处理器,以提取VF(室颤),VT(室性心动过速)和PVC(心律失常)的异常ECG特征。室性早搏)。传感器上的处理将原始ECG信号的无线数据传输功率降低了98.0%。专用处理器设计为以1.7uW的功率加速CPSD算法,同时集成了OpenRISC以提供系统灵活性。该架构在FPGA平台上实现,以演示实时检测异常ECG信号。

著录项

  • 来源
    《Journal of VLSI signal processing systems 》 |2011年第2期| p.275-285| 共11页
  • 作者单位

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan;

    Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Biomedical; Cardiovascular; ECG; VF; VT; PVC; CPSD;

    机译:生物医学;心血管;心电图VF;VT;PVC;CPSD;

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