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首页> 外文期刊>IEEE transactions on biomedical circuits and systems >A 1.2nW Analog Electrocardiogram Processor Achieving a 99.63% QRS Complex Detection Sensitivity
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A 1.2nW Analog Electrocardiogram Processor Achieving a 99.63% QRS Complex Detection Sensitivity

机译:1.2NW模拟心电图处理器实现99.63%的QRS复杂检测灵敏度

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摘要

An energy-efficient electrocardiogram (ECG) processor for real-time QRS detection is presented. The proposed algorithm is based on the Pan-Tompkins algorithm and it is implemented in the analog domain leveraging ultra-low power analog electronics biased in subthreshold. Operational transconductance amplifiers with similar to 100 mV linear range are used in almost all of the processing blocks, while squaring is performed on current signals. Additionally, instead of adaptive thresholding, a fixed-level thresholding is performed, thereby eliminating the need for additional blocks such as memory and threshold update. The processor is designed in 65 nm TSMC CMOS technology and has a footprint of 0.078 mm(2). When supplied by a 1 V supply, the processor consumes 1.2 nW. Using the recordings in the MIT-BIH database, the processor achieves an average QRS detection sensitivity of 99.63% and positive predictivity of 99.47%.
机译:提出了一种用于实时QRS检测的节能心电图(ECG)处理器。 所提出的算法基于Pan-Tompkins算法,它在模拟域中实现,利用在亚阈值中偏置的超低功率模拟电子器件。 在几乎所有处理块中使用具有类似于100 mV线性范围的操作跨导放大器,同时对电流信号执行平方。 另外,代替自适应阈值处理,执行固定级别阈值处理,从而消除了对诸如存储器和阈值更新的附加块的需要。 处理器采用65nm TSMC CMOS技术设计,具有0.078毫米(2)的占地面积。 当通过1 V电源提供时,处理器消耗1.2 NW。 使用MIT-BIH数据库中的录制,处理器的平均QRS检测灵敏度为99.63%,阳性预测性为99.47%。

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