FPGA Implementation of Heart Rate Monitoring System

被引:25
|
作者
Panigrahy, D. [1 ]
Rakshit, M. [1 ]
Sahu, P. K. [1 ]
机构
[1] NIT Rourkela, Dept Elect Engn, Odisha, India
关键词
Electrocardiogram (ECG); Field programmable gate array (FPGA); MIT-BIH database; R peak; Shannon energy; QRS COMPLEXES DETECTION; ECG SIGNAL; DETECTION ALGORITHM; ARRHYTHMIA DATABASE; WAVELET TRANSFORM; INSTRUMENTATION; TRANSMISSION; OPTIMIZATION; DESIGN; PEAKS;
D O I
10.1007/s10916-015-0410-4
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
This paper describes a field programmable gate array (FPGA) implementation of a system that calculates the heart rate from Electrocardiogram (ECG) signal. After heart rate calculation, tachycardia, bradycardia or normal heart rate can easily be detected. ECG is a diagnosis tool routinely used to access the electrical activities and muscular function of the heart. Heart rate is calculated by detecting the R peaks from the ECG signal. To provide a portable and the continuous heart rate monitoring system for patients using ECG, needs a dedicated hardware. FPGA provides easy testability, allows faster implementation and verification option for implementing a new design. We have proposed a five-stage based methodology by using basic VHDL blocks like addition, multiplication and data conversion (real to the fixed point and vice-versa). Our proposed heart rate calculation (R-peak detection) method has been validated, using 48 first channel ECG records of the MIT-BIH arrhythmia database. It shows an accuracy of 99.84 %, the sensitivity of 99.94 % and the positive predictive value of 99.89 %. Our proposed method outperforms other well-known methods in case of pathological ECG signals and successfully implemented in FPGA.
引用
收藏
页码:1 / 12
页数:12
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