A VCO-Based Nonuniform Sampling ADC Using a Slope-Dependent Pulse Generator

M. Bensenouci, Mohamed Ali, H. Escid, Y. Savaria, M. Sawan
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引用次数: 1

Abstract

This paper presents a voltage-controlled oscillator (VCO)-based nonuniform sampling analog-to-digital converter (ADC) as an alternative to the level-crossing (LC)-based converters for digitizing biopotential signals. This work aims to provide a good signal-to-noise-and-distortion ratio at a low average sampling rate. In the proposed conversion method, a slope-dependent pulse generation block is used to provide a variable sample rate adjusted according to the input signal’s slope. Simulation results show that the introduced method meets a target reconstruction quality with a sampling rate approaching 92 Sps, while on the same MIT-BIH Arrhythmia N 106 ECG benchmark, the classic LC-based approach requires a sampling rate higher than 500 Sps. The benefits of the proposed method are more remarkable when the input signal is very noisy. The proposed ADC achieves a compression ratio close to 4, but with only 5.4% root-mean-square difference when tested using the MIT-BIH Arrhythmia Database.
使用斜率相关脉冲发生器的基于vco的非均匀采样ADC
本文提出了一种基于压控振荡器(VCO)的非均匀采样模数转换器(ADC),作为基于平交(LC)的转换器的替代方案,用于数字化生物电位信号。这项工作的目的是在低平均采样率下提供良好的信噪比和失真比。在所提出的转换方法中,使用斜率相关的脉冲产生块来提供根据输入信号斜率调整的可变采样率。仿真结果表明,在相同的MIT-BIH心律失常N 106心电图基准上,经典的基于lc的方法需要高于500 Sps的采样率,而该方法的采样率接近92 Sps,达到了目标重构质量。当输入信号噪声较大时,该方法的优点更为显著。所提出的ADC实现了接近4的压缩比,但使用MIT-BIH心律失常数据库进行测试时,其均方根差仅为5.4%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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