基于带窗Lomb周期图时频分析算法的有效心率变异性处理器设计

Shao-Yen Tseng, W. Fang
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引用次数: 5

摘要

本文提出了一种基于快速窗隆周期图的心率变异性时频分析系统。HRV的时频分析是通过一个带滑动窗口配置的去标准化的快速Lomb周期图实现的。Lomb时频分布(TFD)适合于非均匀间隔数据的频谱分析,并已应用于HRV的分析。该系统已作为HRV处理器在硬件上实现,并在FPGA上进行了验证。仿真结果表明,与相同硬件尺寸的短时傅里叶变换相比,所提出的Lomb TFD能够获得更好的频率分辨率。该系统适用于便携式监测设备,并可作为片上系统(SOC)设计的生物医学信号处理器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An effective heart rate variability processor design based on time-frequency analysis algorithm using windowed Lomb periodogram
In this paper, a system for time-frequency analysis of heart rate variability (HRV) using a fast windowed Lomb periodogram is proposed. Time-frequency analysis of HRV is achieved through a de-normalized fast Lomb periodogram with a sliding window configuration. The Lomb time-frequency distribution (TFD) is suited for spectral analysis of unevenly spaced data and has been applied to the analysis of HRV. The system has been implemented in hardware as an HRV processor and verified on FPGA. Simulations show that the proposed Lomb TFD is able to achieve better frequency resolution than short-time Fourier transform of the same hardware size. The proposed system is suitable for portable monitoring devices and as a biomedical signal processor on an system-on-chip (SOC) design.
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