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A Real-Time QRS Detection System With PR/RT Interval and ST Segment Measurements for Wearable ECG Sensors Using Parallel Delta Modulators

机译:使用并行Delta调制器的可穿戴式ECG传感器的实时PRS检测系统,具有PR / RT间隔和ST段测量

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This paper presents a real-time electrocardiogram (ECG) monitoring system for wearable devices. The system is based on the proposed parallel delta modulator architecture with local maximum point and local minimum point algorithms to detect QRS and PT waves. Therefore, using the proposed system and algorithm, real-time PR and RT intervals, and ST segment measurements can be achieved in long-term wearable ECG recording. The algorithm is tested with the MIT-BIH Arrhythmia Database for QRS complex detection and with the QT Database for the P and T wave detections. The simulation result shows that the algorithm achieves above 99%, 91%, and 98% accuracy in the QRS complex, P wave, and T wave detections, respectively. Experimental results are presented from the system prototype, in which the parallel delta modulator circuits are fabricated in IBM 0.13 μm standard CMOS technology and the algorithms are implemented in a Xilinx Spartan-6 field programmable gate array (FPGA). The parallel delta modulators consume 720 nW at 1 kHz sampling rate with ±0.6 V power supply. The proposed system has the potential to be applied in future long-term wearable ECG recording devices.
机译:本文提出了一种可穿戴设备的实时心电图(ECG)监测系统。该系统基于提出的并行增量调制器架构,具有局部最大点和局部最小点算法,可检测QRS和PT波。因此,使用提出的系统和算法,可以在长期可穿戴式ECG记录中实现实时PR和RT间隔以及ST段测量。该算法已通过MIT-BIH心律失常数据库进行QRS复杂检测,并通过QT数据库进行了P波和T波检测。仿真结果表明,该算法在QRS波群,P波和T波检测中分别达到了99%,91%和98%以上的精度。系统原型提供了实验结果,其中并行增量调制器电路是使用IBM 0.13μm标准CMOS技术制造的,并且算法是在Xilinx Spartan-6现场可编程门阵列(FPGA)中实现的。并行增量调制器在±0.6 V电源下以1 kHz采样速率消耗720 nW。拟议的系统有可能被应用在未来的长期可穿戴式ECG记录设备中。

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