{"title":"Design and Implementation of Folded QRS Detector for Implantable Cardiac Pacemaker","authors":"Josly Priyatharsni J, U. A.","doi":"10.4108/eai.7-12-2021.2314606","DOIUrl":null,"url":null,"abstract":"This paper proposes an area and power efficient technique for the design of an ECG detector. In biomedical applications, like the ECG detector for implantable cardiac pacemaker systems, area and power consumption plays a major role. Thus in this paper, an area-efficient ECG detector with folded pipelined FIR filter is proposed. In conventional wavelet filter bank structure, the decimated wavelet filter bank used makes use of 3 LPFs and 1 HPF of pipelined architecture. This pipelined filter structure requires more hardware. Thus in the proposed architecture folding transformation technique has been applied to the pipelined filter structure in order to reduce the hardware. The decimated wavelet filter bank consisting of the filter structures followed by down samplers is used to denoise the ECG signal. The QRS complex detector consisting of a comparator, counter and a threshold block is used to find the correct location of the QRS complex. In order to further reduce the number of registers that occurs as a result of the folding transformation, folding transformation with register minimization technique is applied to the pipelined filter that results in less hardware utilization. The proposed technique is implemented using Xilinx System Generator. Thus a total area of 22.78 is saved using the proposed method. Considerably a low power of 115mW is also achieved which makes it useful for high-performance medical applications.","PeriodicalId":20712,"journal":{"name":"Proceedings of the First International Conference on Combinatorial and Optimization, ICCAP 2021, December 7-8 2021, Chennai, India","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the First International Conference on Combinatorial and Optimization, ICCAP 2021, December 7-8 2021, Chennai, India","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4108/eai.7-12-2021.2314606","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper proposes an area and power efficient technique for the design of an ECG detector. In biomedical applications, like the ECG detector for implantable cardiac pacemaker systems, area and power consumption plays a major role. Thus in this paper, an area-efficient ECG detector with folded pipelined FIR filter is proposed. In conventional wavelet filter bank structure, the decimated wavelet filter bank used makes use of 3 LPFs and 1 HPF of pipelined architecture. This pipelined filter structure requires more hardware. Thus in the proposed architecture folding transformation technique has been applied to the pipelined filter structure in order to reduce the hardware. The decimated wavelet filter bank consisting of the filter structures followed by down samplers is used to denoise the ECG signal. The QRS complex detector consisting of a comparator, counter and a threshold block is used to find the correct location of the QRS complex. In order to further reduce the number of registers that occurs as a result of the folding transformation, folding transformation with register minimization technique is applied to the pipelined filter that results in less hardware utilization. The proposed technique is implemented using Xilinx System Generator. Thus a total area of 22.78 is saved using the proposed method. Considerably a low power of 115mW is also achieved which makes it useful for high-performance medical applications.
本文提出了一种省地、省电的心电检测器设计方法。在生物医学应用中,如植入式心脏起搏器系统的ECG检测器,面积和功耗起着主要作用。为此,本文提出了一种基于折叠流水线FIR滤波器的面积高效心电检测器。在传统的小波滤波器组结构中,所采用的抽取小波滤波器组利用了3个lpf和1个流水线结构的HPF。这种流水线式滤波器结构需要更多的硬件。因此,在该架构中,为了减少硬件开销,将折叠变换技术应用于流水线滤波器结构。采用由滤波结构和下采样组成的抽取小波滤波器组对心电信号进行降噪。QRS复合体检测器由比较器、计数器和阈值块组成,用于找到QRS复合体的正确位置。为了进一步减少由于折叠变换而产生的寄存器数量,将带有寄存器最小化的折叠变换技术应用于流水线滤波器,从而减少了硬件利用率。采用Xilinx System Generator实现了该技术。因此,使用所提出的方法可节省总面积22.78。相当低的功率也达到了115mW,这使得它对高性能医疗应用非常有用。