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Signal processing and amplifier design for inexpensive genetic analysis instruments.

机译:用于廉价遗传分析仪器的信号处理和放大器设计。

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摘要

The Applied Miniaturisation Laboratory (AML) has recently built a laser-induced fluorescent capillary electrophoresis (LIF-CE) genetic analysis instrument, called the Tricorder Tool Kit (TTK). By using a photodiode instead of photomultiplier tubes in the optical detection, the AML has lowered the cost and size compared to commercial LIF-CE products. However, maintaining an adequate signal-to-noise (SNR) and limit of detection (LOD) is a challenge.;By implementing a multistage amplifier, we increased the bandwidth and voltage swing while maintaining the transimpedance gain compared to the previous design. We also developed signal processing algorithms for post-experiment processing of CE. Using wavelet transform, iterative polynomial baseline fitting, and Jansson's deconvolution, we improved the SNR, reduced baseline variations, and separated overlapping peaks in CE signals. By improving the electronics and signal processing, we lowered the LOD of the TTK, which is a step towards the realisation of inexpensive point-of-care molecular medical diagnosis instruments.
机译:应用小型化实验室(AML)最近建立了一种激光诱导的荧光毛细管电泳(LIF-CE)遗传分析仪器,称为Tricorder工具套件(TTK)。通过在光学检测中使用光电二极管而不是光电倍增管,与商用LIF-CE产品相比,AML降低了成本和尺寸。但是,要保持足够的信噪比(SNR)和检测极限(LOD)是一个挑战。与以前的设计相比,通过实现多级放大器,我们在保持互阻增益的同时增加了带宽和电压摆幅。我们还开发了用于CE的实验后处理的信号处理算法。使用小波变换,迭代多项式基线拟合和Jansson的反卷积,我们提高了SNR,减少了基线变化,并分离了CE信号中的重叠峰。通过改进电子技术和信号处理,我们降低了TTK的LOD,这是朝着实现廉价的即时医疗分子医学诊断仪器迈出的一步。

著录项

  • 作者

    Choi, Sheng Heng.;

  • 作者单位

    University of Alberta (Canada).;

  • 授予单位 University of Alberta (Canada).;
  • 学科 Engineering Computer.
  • 学位 M.S.
  • 年度 2011
  • 页码 187 p.
  • 总页数 187
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 老年病学;
  • 关键词

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